#WeWantOurCountryBack, Twitter, 8/28/2022 11:37:59 PM, 280891


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#WeWantOurCountryBack_2022-08-28_11-25-01.xlsx
#WeWantOurCountryBack_2022-08-28_11-25-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 28, 2022
Short Description:
#WeWantOurCountryBack via NodeXL https://bit.ly/3TmKnCy
@landback_
@motheo2009
@meb40122141
@sacitizensfirst
@mastimpa
@godschildgroup
@iam_fzbkag
@sayit18890
@diivinesa
@protectorzar

Top hashtags:
#wewantourcountryback
#putsouthafricansfirst
#nationalshutdown

Description:
Description
The graph represents a network of 1,093 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, 28 August 2022 at 18:25 UTC.

The requested start date was Sunday, 28 August 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 13-day, 15-hour, 42-minute period from Sunday, 14 August 2022 at 05:36 UTC to Saturday, 27 August 2022 at 21:18 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 : 1093
Unique Edges : 615
Edges With Duplicates : 3332
Total Edges : 3947
Number of Edge Types : 5
Retweet : 1548
MentionsInRetweet : 1944
Replies to : 109
Mentions : 191
Tweet : 155
Self-Loops : 168
Reciprocated Vertex Pair Ratio : 0.0123922413793103
Reciprocated Edge Ratio : 0.0244811069717935
Connected Components : 28
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 1030
Maximum Edges in a Connected Component : 3842
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.000074
Graph Density : 0.0015742872558975
Modularity : 0.336044
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,093 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, 28 August 2022 at 18:25 UTC.

The requested start date was Sunday, 28 August 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 13-day, 15-hour, 42-minute period from Sunday, 14 August 2022 at 05:36 UTC to Saturday, 27 August 2022 at 21:18 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/protectorzar/status/1563204405217792001
[2] https://twitter.com/CyrilRamaphosa/status/1559125954731155456
[1] https://twitter.com/i/web/status/1563637076121337859
[1] https://twitter.com/SABCNews/status/1561346483651317760
[1] https://twitter.com/i/web/status/1560565000514592768
[1] https://twitter.com/StiloMa77932773/status/1562469264430227457
[1] https://twitter.com/i/web/status/1559940242601349121
[1] https://twitter.com/i/web/status/1560709787352014850
[1] https://twitter.com/i/web/status/1563565744159305728
[1] https://twitter.com/i/web/status/1560593769082208256

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1559334200666476545
[1] https://twitter.com/i/web/status/1559959596390907904
[1] https://twitter.com/i/web/status/1560481520611115009
[1] https://twitter.com/i/web/status/1560087173004664832
[1] https://twitter.com/i/web/status/1559463369307996160
[1] https://twitter.com/legorgeousr/status/1558563286869762050
[1] https://twitter.com/godpenuel/status/1558702610198183937

Top URLs in Tweet in G3:
[1] https://twitter.com/News24/status/1558011703111163906
[1] https://twitter.com/i/web/status/1556230520534712322
[1] https://twitter.com/LebeaPompe/status/1557673861285642240
[1] https://twitter.com/miraaikie/status/1558826560899223553
[1] https://twitter.com/BlackDawg74/status/1559032422393683970
[1] https://twitter.com/i/web/status/1559249361581883392
[1] https://twitter.com/i/web/status/1559254253469929473
[1] https://twitter.com/David_S_Tembe/status/1559130428157710336
[1] https://twitter.com/CyrilRamaphosa/status/1559125954731155456
[1] https://twitter.com/GivenReporter/status/1559552798420865025

Top URLs in Tweet in G4:
[2] https://twitter.com/protectorzar/status/1563204405217792001
[1] https://twitter.com/i/web/status/1563637076121337859
[1] https://twitter.com/i/web/status/1560255637254127616
[1] https://twitter.com/jjtabane/status/1559971013970083841
[1] https://twitter.com/iam_fzbkag/status/1563135489699246081
[1] https://twitter.com/i/web/status/1560672977649209344
[1] https://twitter.com/zwelinzima1/status/1561645617423712257
[1] https://twitter.com/i/web/status/1560593769082208256
[1] https://twitter.com/i/web/status/1563565744159305728
[1] https://twitter.com/i/web/status/1560565000514592768

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1559439652989403137
[1] https://twitter.com/i/web/status/1559396215904681984

Top URLs in Tweet in G7:
[1] https://twitter.com/ImaSouthAfrican/status/1563064093291950081
[1] https://twitter.com/i/web/status/1559595509748211713
[1] https://twitter.com/NojaholoM/status/1562186681041801217
[1] https://twitter.com/Newzroom405/status/1559055489316552705
[1] https://twitter.com/CyrilRamaphosa/status/1559125954731155456
[1] https://www.change.org/p/citizens-call-for-enforcement-of-by-laws-in-south-africa-s-cbds/exp/wa/washarecopy_34177249_en-GB/0/1273735247?recruiter=1273735247&utm_source=share_petition&utm_campaign=psf_combo_share_initial&utm_medium=whatsapp&utm_content=washarecopy_34177249_en-GB%3A0&recruited_by_id=99bef140-1b98-11ed-b57e-b5406bbf4859&share_bandit_exp=initial-34177249-en-GB
[1] https://twitter.com/HermanMashaba/status/1558738076863807489
[1] https://twitter.com/i/web/status/1560231629167202304

Top URLs in Tweet in G10:
[1] https://twitter.com/21_Be_Positive/status/1558662829514936322
[1] https://twitter.com/i/web/status/1559658401793294336
[1] https://twitter.com/JamesBradleyCA/status/1560591206429736967
[1] https://twitter.com/landback_/status/1560087173004664832

Top Domains
Top Domains in Tweet in Entire Graph:
[105] twitter.com
[1] co.za
[1] change.org
[1] youtube.com

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

Top Domains in Tweet in G3:
[41] twitter.com

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[627] wewantourcountryback
[345] putsouthafricansfirst
[232] nationalshutdown
[228] xenophobic
[216] putsouthafricanfirst
[117] operationdudula
[88] putsouthaficansfirst
[49] backtobasics
[40] putsouthafricafirst
[39] bhekicele



Top Hashtags in Tweet in G1:
[202] nationalshutdown
[200] xenophobic
[35] wewantourcountryback
[23] putsouthafricansfirst
[9] putsouthafricanfirst
[8] putsouthafricafirst
[6] zuma
[4] operationdudula
[4] voetsekcosatu
[3] nonationalshutdown

Top Hashtags in Tweet in G2:
[142] putsouthafricanfirst
[48] wewantourcountryback
[34] putsouthafricansfirst
[8] operationdudula
[6] xenophobic
[6] nationalshutdown
[5] putsouthaficansfirst
[4] fokof
[2] handsoffdrphophi
[2] arrestcorruptofficials

Top Hashtags in Tweet in G3:
[191] wewantourcountryback
[140] putsouthafricansfirst
[25] bhekicele
[21] backtobasics
[19] arrestcorruptofficials
[18] ministermotsoaledi
[15] putsouthafricanfirst
[12] voetsekanc2022
[12] fokof
[11] sandf

Top Hashtags in Tweet in G4:
[158] wewantourcountryback
[60] putsouthafricansfirst
[49] putsouthaficansfirst
[36] operationdudula
[23] putsouthafricanfirst
[16] backtobasics
[12] voetsekanc
[10] putsouthafricafirst
[9] psaf
[7] handsoffdrphophi

Top Hashtags in Tweet in G5:
[42] wewantourcountryback
[26] putsouthafricansfirst
[20] operationdudula
[10] putsouthafricanfirst
[7] putsouthaficansfirst
[6] xenophobic
[6] nationalshutdown
[3] voetsekanc
[3] hiresouthafricans
[2] voetsekeff

Top Hashtags in Tweet in G6:
[35] wewantourcountryback
[18] operationdudula
[16] noapologize
[16] myxenophobia
[16] mysouthafricamycountry
[15] putsouthafricansfirst
[15] putsouthafricafirst
[15] phalaphalafarmgate
[7] putsouthafricanfirst
[6] xenophobic

Top Hashtags in Tweet in G7:
[71] wewantourcountryback
[41] putsouthafricansfirst
[12] operationdudula
[10] putsouthafricanfirst
[7] backtobasics
[5] voetseksaftu
[5] dudula
[5] putsouthafricafirst
[4] psaf
[4] putsouthaficansfirst

Top Hashtags in Tweet in G8:
[1] nrm
[1] wewantourstarback
[1] nationalrejoinmarch
[1] rejoineu
[1] wewantourcountryback

Top Hashtags in Tweet in G9:
[9] wewantourcountryback
[8] putsouthaficansfirst
[8] operationdudula
[5] zimbabweansmustgo
[2] zimbabweans
[1] southafricans
[1] malema
[1] foreigners
[1] putsouthafricafirst
[1] notozimworkpermits

Top Hashtags in Tweet in G10:
[10] wewantourcountryback
[2] putsouthaficansfirst
[2] afghanistan
[1] kenyanelection2022
[1] americahasaproblem
[1] biden
[1] missingperson
[1] manikata
[1] ggantija
[1] pa

Top Words
Top Words in Tweet in Entire Graph:
[627] #wewantourcountryback
[472] meb40122141
[398] landback_
[345] #putsouthafricansfirst
[296] dr
[270] motheo2009
[264] please
[259] phopi
[243] south
[232] #nationalshutdown

Top Words in Tweet in G1:
[238] motheo2009
[230] dr
[226] phopi
[202] #nationalshutdown
[200] please
[200] retweet
[200] agree
[200] mass
[200] deportations
[200] cant

Top Words in Tweet in G2:
[262] landback_
[142] #putsouthafricanfirst
[126] watch
[117] patriots
[104] health
[103] thank
[103] mec
[103] limpopo
[103] moment
[103] vindication

Top Words in Tweet in G3:
[253] meb40122141
[191] #wewantourcountryback
[140] #putsouthafricansfirst
[108] sa
[51] call
[47] interesting
[46] sarstax
[43] r5m
[43] investors
[43] shall

Top Words in Tweet in G4:
[158] #wewantourcountryback
[97] meb40122141
[60] #putsouthafricansfirst
[49] #putsouthaficansfirst
[36] #operationdudula
[33] south
[30] country
[29] landback_
[28] protectorzar
[27] mastimpa

Top Words in Tweet in G5:
[74] south
[72] africa
[72] sacitizensfirst
[68] dear
[68] back
[68] twitter
[68] suspension
[68] 16
[68] months
[68] account

Top Words in Tweet in G6:
[35] #wewantourcountryback
[31] diivinesa
[31] dr
[28] one
[28] thing
[28] sello
[28] seshego
[28] makes
[28] more
[28] easier

Top Words in Tweet in G7:
[71] #wewantourcountryback
[41] #putsouthafricansfirst
[36] south
[34] meb40122141
[25] iam_fzbkag
[21] landback_
[20] national
[19] foreigners
[18] africa
[17] africans

Top Words in Tweet in G8:
[5] penguinofeurope
[5] herebeproof
[5] olidugmore
[5] conservatives
[5] kimsj
[5] susanchubb1
[5] doctorrobin
[5] davidmetroland
[5] andreww66619812
[4] kmqkatie

Top Words in Tweet in G9:
[9] #wewantourcountryback
[8] #putsouthaficansfirst
[8] #operationdudula
[5] #zimbabweansmustgo
[4] south
[4] landback_
[3] citizens
[2] awahambe
[2] amakwerekwere
[2] gatful

Top Words in Tweet in G10:
[10] #wewantourcountryback
[4] د
[2] #putsouthaficansfirst
[2] کابل
[2] په
[2] کې
[2] #afghanistan

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[259] dr,phopi
[230] please,retweet
[228] retweet,agree
[228] agree,mass
[228] mass,deportations
[228] deportations,cant
[228] cant,breathe
[228] breathe,dr
[228] phopi,#xenophobic
[228] #xenophobic,#nationalshutdown

Top Word Pairs in Tweet in G1:
[226] dr,phopi
[200] please,retweet
[200] retweet,agree
[200] agree,mass
[200] mass,deportations
[200] deportations,cant
[200] cant,breathe
[200] breathe,dr
[200] phopi,#xenophobic
[200] #xenophobic,#nationalshutdown

Top Word Pairs in Tweet in G2:
[103] thank,health
[103] health,mec
[103] mec,limpopo
[103] limpopo,patriots
[103] patriots,watch
[103] watch,moment
[103] moment,vindication
[103] vindication,#putsouthafricanfirst
[103] #putsouthafricanfirst,those
[103] those,accuse

Top Word Pairs in Tweet in G3:
[93] #wewantourcountryback,#putsouthafricansfirst
[43] r5m,investors
[43] investors,shall
[43] shall,call
[43] call,instant
[43] instant,business
[43] business,asylum
[43] asylum,seekers
[43] seekers,sa
[43] sa,icpc_cipc

Top Word Pairs in Tweet in G4:
[23] #wewantourcountryback,#putsouthafricansfirst
[18] #putsouthaficansfirst,#wewantourcountryback
[18] #wewantourcountryback,#putsouthaficansfirst
[16] south,africa
[16] south,africans
[12] #putsouthaficansfirst,#operationdudula
[10] protectorzar,patriots
[9] #wewantourcountryback,#backtobasics
[9] patriots,still
[9] still,see

Top Word Pairs in Tweet in G5:
[72] south,africa
[68] dear,south
[68] africa,back
[68] back,twitter
[68] twitter,suspension
[68] suspension,16
[68] 16,months
[68] months,account
[68] account,same
[68] same,content

Top Word Pairs in Tweet in G6:
[28] one,thing
[28] thing,sello
[28] sello,seshego
[28] seshego,makes
[28] makes,more
[28] more,easier
[28] easier,citizen's
[28] citizen's,consider
[27] diivinesa,one
[27] consider,vot

Top Word Pairs in Tweet in G7:
[18] south,africa
[18] #wewantourcountryback,#putsouthafricansfirst
[17] south,africans
[12] spring,cleaning
[10] national,announcement
[10] announcement,12
[10] 12,days
[10] days,go
[10] go,#wewantourcountryback
[10] #wewantourcountryback,embarking

Top Word Pairs in Tweet in G8:
[5] penguinofeurope,herebeproof
[5] herebeproof,olidugmore
[5] olidugmore,conservatives
[5] conservatives,kimsj
[5] kimsj,susanchubb1
[5] susanchubb1,doctorrobin
[5] doctorrobin,davidmetroland
[5] davidmetroland,andreww66619812
[4] kmqkatie,penguinofeurope

Top Word Pairs in Tweet in G9:
[7] #putsouthaficansfirst,#operationdudula
[6] #operationdudula,#wewantourcountryback
[3] #wewantourcountryback,#zimbabweansmustgo
[2] landback_,#putsouthaficansfirst
[2] #wewantourcountryback,awahambe
[2] awahambe,amakwerekwere
[2] amakwerekwere,gatful
[2] gatful,maaarn
[2] south,africans
[2] #zimbabweansmustgo,#wewantourcountryback

Top Word Pairs in Tweet in G10:
[2] #putsouthaficansfirst,#wewantourcountryback
[2] د,کابل

Top Replied-To
Top Replied-To in Entire Graph:
@lebeapompe
@landback_
@enca
@meb40122141
@lebogangmaile1
@gento2
@joburgmpd
@mzansipatriot2
@hermanmashaba
@newzroom405

Top Replied-To in G1:
@adfsafrica
@lukhonamnguni
@gaytonmck
@enca
@deshipatel1
@_cosatu

Top Replied-To in G2:
@news24

Top Replied-To in G3:
@vanillaice19780
@mbalulafikile
@sparklingthorn
@justxavierb
@meb40122141
@tjsapatriot
@kgabidi
@mashobanesa
@alfred_cabonena
@sundaytimesza

Top Replied-To in G4:
@pumpum_radebe
@gento2
@mzansipatriot2
@lebogangmaile1
@crumregiona
@joburgmpd
@therealness79
@sa_crime
@enca
@_cosatu

Top Replied-To in G5:
@ozzella_o
@nkosinatimagwa
@prokoreurg
@safmnews
@superiorzulu

Top Replied-To in G6:
@lebeapompe
@hermanmashaba
@sabcnews
@timeslive
@enca
@gaytonmck
@ziyamadlakes
@mmusimaimane
@luckykunene2024
@malavi_mapimele

Top Replied-To in G7:
@meb40122141
@sacitizensfirst
@jbscotchsa
@the_newsmakers
@mashille_mogano

Top Replied-To in G8:
@penguinofeurope

Top Replied-To in G9:
@landback_
@mulaudziasiashu
@newzroom405
@obriegaz
@lunda04873599l
@rangerloneliest

Top Mentioned
Top Mentioned in Entire Graph:
@meb40122141
@landback_
@motheo2009
@sacitizensfirst
@sarstax
@icpc_cipc
@cyrilramaphosa
@protectorzar
@diivinesa
@iam_fzbkag

Top Mentioned in G1:
@motheo2009
@meb40122141
@lukhonamnguni
@landback_
@timeslive
@julius_s_malema
@sacitizensfirst
@deshipatel1
@sayit18890
@enca

Top Mentioned in G2:
@landback_
@cyrilramaphosa
@meb40122141
@motheo2009
@sothodudu
@sacitizensfirst
@fin24
@sayit18890
@iam_fzbkag
@prokoreurg

Top Mentioned in G3:
@meb40122141
@sarstax
@icpc_cipc
@landback_
@sacitizensfirst
@homeaffairssa
@motheo2009
@_cosatu
@kgopzaza
@rrespawned

Top Mentioned in G4:
@meb40122141
@landback_
@protectorzar
@mastimpa
@homeaffairssa
@lebo79806585
@helensuzmanfdn
@sacitizensfirst
@myanc
@cityofjoburgza

Top Mentioned in G5:
@sacitizensfirst
@meb40122141
@landback_
@prokoreurg
@motheo2009
@accountcitizens
@6b0594175411491
@nare24ko
@mzwandilemasina
@lebo79806585

Top Mentioned in G6:
@diivinesa
@sayit18890
@landback_
@meb40122141
@sacitizensfirst
@motheo2009
@protectorzar
@iam_fzbkag
@ncongwaneka
@_cosatu

Top Mentioned in G7:
@meb40122141
@iam_fzbkag
@landback_
@ncongwaneka
@chris_ram1
@sacitizensfirst
@protectorzar
@kwayishe2
@motheo2009
@operationdudula

Top Mentioned in G8:
@herebeproof
@olidugmore
@conservatives
@kimsj
@susanchubb1
@doctorrobin
@davidmetroland
@andreww66619812
@kmqkatie
@penguinofeurope

Top Mentioned in G9:
@tumaolenewz
@klawry3
@newzimbabwecom
@edmnangagwa
@myanc
@niehaus_carl
@nelsonchamisa
@shebele43322264
@landback_
@diivinesa

Top Tweeters
Top Tweeters in Entire Graph:
@sabcnews
@bbcnews
@news24
@citypowerjhb
@enca
@ramalokot
@susanchubb1
@timeslive
@andreww66619812
@cityofjoburgza

Top Tweeters in G1:
@timeslive
@_cosatu
@thatnigga_bongz
@lavitosoul
@kele_tebz
@misssteelo
@reciprocalqueen
@quentin8
@queen_rea_1
@tiamontombonina

Top Tweeters in G2:
@news24
@xoliisa_
@tebello_maepa
@jangysbert
@fin24
@t_khule
@eazylabs
@southafricansp1
@mamorepo49
@nt0k0z0n

Top Tweeters in G3:
@crimemind3
@ma_loj
@iam_honcho_sa
@theenosh
@alfred_cabonena
@teebogo7
@sundaytimesza
@kidipotse
@island_tribe17
@justxavierb

Top Tweeters in G4:
@citypowerjhb
@enca
@cityofjoburgza
@pnmaster_
@viewvalley
@abramjee
@thembarifumos
@safmnews
@masotobe39
@sapoliceservice

Top Tweeters in G5:
@hustle_gee_
@brendam51777950
@sekhukhune745
@mrsowhat31
@_travis0
@misfit_03
@fowardbow
@ziggy18260397
@superiorzulu
@luckymkhisto2

Top Tweeters in G6:
@sabcnews
@reditlhabi
@khutsorapudi
@our_da
@sepedirock
@hermanmashaba
@popomosarwane
@lord_suwi
@malavi_mapimele
@cetshwayog

Top Tweeters in G7:
@kabelodick
@lindsaymanthey
@khofumoahloli
@mpotse20
@saaymanbarry
@chris_ram1
@zama30162777
@kabothemistocl1
@itkhumalo
@happyerics

Top Tweeters in G8:
@susanchubb1
@andreww66619812
@jgraddon
@kmqkatie
@penguinofeurope
@doctorrobin
@lizwebsterld
@kimsj
@davidmetroland
@herebeproof

Top Tweeters in G9:
@newzroom405
@newzimbabwecom
@klawry3
@niehaus_carl
@sepitlaoptom
@shebele43322264
@rangerloneliest
@obriegaz
@edmnangagwa
@mulaudziasiashu

Top Tweeters in G10:
@alangub4ever
@chrisditchfield
@lalafiedbazooka
@serame91529644
@kuntakinte_iiv
@bat12i
@lebatinte
@cerbru1
@muhamma19343358
@raymonjoseph


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