etoll , Twitter, 11/16/2019 5:09:09 AM, 216546


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etoll _2019-11-15_21-05-23.xlsx
etoll _2019-11-15_21-05-23.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 16, 2019
Short Description:
etoll via NodeXL http://bit.ly/2NPbxCp
@wayneduv
@mbalulafikile
@tito_mboweni
@outasa
@askgregory
@david_makhura
@vfplusgp
@joumolefe
@optimus98165905
@pigspotter

Top hashtags:
#cabinet
#etoll
#newpossiblitlies
#beyondetolls
#outa
#corruption
#etolls
#springboks

Description:
Description
The graph represents a network of 676 Twitter users whose tweets in the requested range contained "etoll ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 November 2019 at 05:05 UTC.

The requested start date was Friday, 15 November 2019 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 13-day, 22-hour, 49-minute period from Friday, 01 November 2019 at 01:59 UTC to Friday, 15 November 2019 at 00:48 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 : 676
Unique Edges : 898
Edges With Duplicates : 129
Total Edges : 1027
Number of Edge Types : 3
Replies to : 145
Mentions : 785
Tweet : 97
Self-Loops : 97
Reciprocated Vertex Pair Ratio : 0.0188679245283019
Reciprocated Edge Ratio : 0.037037037037037
Connected Components : 163
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 294
Maximum Edges in a Connected Component : 638
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.494712
Graph Density : 0.00189349112426036
Modularity : 0.673143
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 676 Twitter users whose tweets in the requested range contained "etoll ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 November 2019 at 05:05 UTC.

The requested start date was Friday, 15 November 2019 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 13-day, 22-hour, 49-minute period from Friday, 01 November 2019 at 01:59 UTC to Friday, 15 November 2019 at 00:48 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 : etoll
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://www.iol.co.za/news/politics/cosatu-threatens-to-mobilise-gauteng-residents-over-e-tolls-37114980
[2] https://twitter.com/stoneman_o/status/1192806873847734273
[1] https://twitter.com/Mtamerri/status/1195017024432414720
[1] https://twitter.com/ArchitectsNeo/status/1192754831234158593
[1] https://twitter.com/outasa/status/1194327861307441153
[1] https://twitter.com/Radio702/status/1194588000853856259
[1] https://www.timeslive.co.za/news/south-africa/2019-11-13-the-e-tolls-deadline-is-upon-us-what-sort-of-plan-can-we-expect/
[1] https://twitter.com/OUTASA/status/1194327861307441153?s=19
[1] http://myrta.com/etoll/index.html#!/login
[1] https://outa.co.za/main-etoll-concerns

Top URLs in Tweet in G1:
[1] https://www.iol.co.za/news/politics/cosatu-threatens-to-mobilise-gauteng-residents-over-e-tolls-37114980
[1] https://twitter.com/wayneduv/status/1189548047107317762
[1] https://twitter.com/ArchitectsNeo/status/1192754831234158593
[1] https://outa.co.za/main-etoll-concerns
[1] http://www.outa.co.za/
[1] https://twitter.com/ErnestMarais/status/1190185903639138304
[1] https://twitter.com/MbalulaFikile/status/1189837003484991488
[1] https://www.youtube.com/watch?v=yGArYAL0YPU&feature=youtu.be

[1] https://twitter.com/BarneySimon/status/1191602672887115777
[1] https://www.moneyweb.co.za/news/south-africa/government-back-tracks-on-tito-mbowenis-e-toll-comments/

Top URLs in Tweet in G2:
[1] https://businesstech.co.za/news/government/351905/these-are-the-7-options-to-solve-the-e-tolls-mess/

Top URLs in Tweet in G3:
[2] https://twitter.com/stoneman_o/status/1192806873847734273
[1] https://twitter.com/MbalulaFikile/status/1190265066400165889
[1] https://twitter.com/MbalulaFikile/status/1190591592001867776
[1] https://tokopedia.link/iG1y0FgXt0
[1] https://twitter.com/MahlatseRatau2/status/1190669499483262976
[1] https://twitter.com/EducationGP/status/1191028624394276865
[1] https://www.instagram.com/p/B4cTJ51gPG5/?igshid=lcr3fw1eqap0
[1] https://www.instagram.com/p/B4d1mUuliAF/
[1] https://www.instagram.com/p/B4d1mUuliAF/?igshid=1ihsge3wre85p
[1] https://twitter.com/linda_VDShimora/status/1191246235618942976

Top URLs in Tweet in G6:
[1] https://www.vfplus.org.za/media-releases/anc-keeps-the-public-guessing-about-e-toll

Top URLs in Tweet in G8:
[1] https://twitter.com/AdvBarryRoux/status/1191977474386780162

Top Domains
Top Domains in Tweet in Entire Graph:
[22] twitter.com
[7] co.za
[4] instagram.com
[1] myrta.com
[1] youtube.com
[1] facebook.com
[1] temanprint.com
[1] org.za
[1] tokopedia.link
[1] org.uk

Top Domains in Tweet in G1:
[5] twitter.com
[4] co.za
[1] youtube.com

Top Domains in Tweet in G2:
[1] co.za

Top Domains in Tweet in G3:
[14] twitter.com
[4] instagram.com
[1] tokopedia.link
[1] facebook.com

Top Domains in Tweet in G6:
[1] org.za

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[50] cabinet
[48] etoll
[17] newpossiblitlies
[9] beyondetolls
[6] outa
[6] corruption
[4] etolls
[3] springboks
[2] ertigadieselindonesia
[2] ertigadiesel



Top Hashtags in Tweet in G1:
[50] cabinet
[39] etoll
[17] newpossiblitlies
[9] beyondetolls
[5] outa
[5] corruption
[2] userpay
[1] gfip
[1] etolls
[1] davidmakhura

Top Hashtags in Tweet in G2:
[1] outa
[1] corruption
[1] etoll

Top Hashtags in Tweet in G3:
[4] etoll
[2] ertigadieselindonesia
[2] ertigadiesel
[2] ertiga
[2] diesel
[2] dexseries
[2] shvs
[2] ddis
[2] maruti
[2] dreza

Top Hashtags in Tweet in G5:
[1] etolls

Top Hashtags in Tweet in G6:
[1] anc
[1] etoll

Top Hashtags in Tweet in G7:
[1] rwcfinal
[1] anc
[1] etoll
[1] localelection2021
[1] gautenganc

Top Words
Top Words in Tweet in Entire Graph:
[267] Words in Sentiment List#1: Positive
[310] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[12933] Non-categorized Words
[13510] Total Words
[370] etoll
[164] ðÿ
[113] wayneduv
[103] pay
[94] see

Top Words in Tweet in G1:
[71] outasa
[67] mbalulafikile
[65] tito_mboweni
[60] outa
[53] wayneduvenage
[53] pulemabe
[50] ceo
[50] compiled
[50] message
[50] #cabinet

Top Words in Tweet in G2:
[88] wayneduv
[70] see
[69] take
[69] good
[69] look
[69] slide
[69] yourself
[69] sanral
[69] earned
[69] 29

Top Words in Tweet in G3:
[80] etoll
[18] ga
[18] gue
[13] ada
[13] mau
[12] mobil
[12] yang
[12] ðÿ
[11] dan
[10] di

Top Words in Tweet in G4:
[126] ðÿ
[65] tv
[65] etoll
[64] theplugconnec
[64] normal
[64] people
[64] pay
[64] license
[64] bills
[64] yes

Top Words in Tweet in G5:
[12] etoll
[9] pay
[9] â
[5] license
[5] abramjee
[4] 1
[4] renew
[4] 5
[4] car
[3] advbarryroux

Top Words in Tweet in G6:
[4] david_makhura
[4] lesufi
[4] gautengprovince
[3] antonalberts
[3] gautenghealth
[3] jaco_mulder
[3] philipvanstaden
[3] delangeamanda
[3] kobushoffman
[2] vfplusgp

Top Words in Tweet in G7:
[10] ðÿ
[9] etoll
[8] cyrilramaphosa
[5] presidencyza
[4] kelvinappelgren
[4] stopplaasmoorde
[4] anc
[4] one
[4] big
[4] etroll

Top Words in Tweet in G8:
[36] card
[18] feel
[18] talking
[18] bullshit
[18] rent
[18] car
[18] hand
[18] over
[18] credit
[18] debit

Top Words in Tweet in G9:
[3] aremania1994
[3] yusufgunawan
[3] arema1986merch
[3] putrimarsellina
[3] senaputra_fm
[3] infotlogomas
[3] infomalang
[3] lalinnews
[2] andrisuriawan
[2] puspitaâ

Top Words in Tweet in G10:
[5] samrand
[5] etoll
[4] phaphamamlfm
[4] nisuka
[4] ivory
[4] 2
[4] niya
[4] tirhweni
[4] connymikateko
[4] xolanwalekenhuk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[81] take,good
[81] good,look
[81] look,slide
[81] slide,see
[81] see,yourself
[81] yourself,sanral
[81] sanral,earned
[81] earned,29
[81] 29,revenue
[81] revenue,1

Top Word Pairs in Tweet in G1:
[54] mbalulafikile,tito_mboweni
[53] tito_mboweni,pulemabe
[50] outa,ceo
[50] ceo,wayneduvenage
[50] wayneduvenage,compiled
[50] compiled,message
[50] message,#cabinet
[50] #cabinet,members
[50] members,mbalulafikile
[50] pulemabe,others

Top Word Pairs in Tweet in G2:
[69] take,good
[69] good,look
[69] look,slide
[69] slide,see
[69] see,yourself
[69] yourself,sanral
[69] sanral,earned
[69] earned,29
[69] 29,revenue
[69] revenue,1

Top Word Pairs in Tweet in G3:
[6] saldo,etoll
[5] etoll,nya
[4] isi,etoll
[3] ðÿ,ðÿ
[3] kartu,etoll
[3] mobil,belakang
[3] nya,dan
[3] ga,bayar
[3] etoll,gue
[3] ngga,bisa

Top Word Pairs in Tweet in G4:
[64] normal,people
[64] people,pay
[64] pay,tv
[64] tv,license
[64] license,etoll
[64] etoll,bills
[64] yes,maybe
[63] theplugconnec,normal
[63] bills,ðÿ
[63] ðÿ,yes

Top Word Pairs in Tweet in G5:
[4] â,â
[3] sa,1
[3] 1,driver's
[3] driver's,license
[3] license,pay
[3] pay,2
[3] 2,renew
[3] renew,5
[3] 5,years
[3] years,paying

Top Word Pairs in Tweet in G6:
[3] antonalberts,gautenghealth
[3] gautenghealth,jaco_mulder
[3] jaco_mulder,philipvanstaden
[3] philipvanstaden,delangeamanda
[3] delangeamanda,kobushoffman
[3] kobushoffman,gautengprovince
[3] gautengprovince,lesufi
[2] vfplusgp,antonalberts
[2] lesufi,educationgpâ

Top Word Pairs in Tweet in G7:
[8] ðÿ,ðÿ
[5] presidencyza,cyrilramaphosa
[4] kelvinappelgren,stopplaasmoorde
[4] stopplaasmoorde,presidencyza
[4] cyrilramaphosa,anc
[4] anc,one
[4] one,big
[4] big,etoll
[4] etoll,etroll
[4] etroll,edroll

Top Word Pairs in Tweet in G8:
[18] feel,talking
[18] talking,bullshit
[18] bullshit,rent
[18] rent,car
[18] car,hand
[18] hand,over
[18] over,credit
[18] credit,card
[18] card,debit
[18] debit,card

Top Word Pairs in Tweet in G9:
[3] aremania1994,yusufgunawan
[3] yusufgunawan,arema1986merch
[3] arema1986merch,putrimarsellina
[3] putrimarsellina,senaputra_fm
[3] senaputra_fm,infotlogomas
[3] infotlogomas,infomalang
[3] infomalang,lalinnews
[2] andrisuriawan,aremania1994
[2] lalinnews,puspitaâ

Top Word Pairs in Tweet in G10:
[5] samrand,etoll
[4] phaphamamlfm,nisuka
[4] nisuka,ivory
[4] 2,niya
[2] cpapatsatsi,phaphamamlfm
[2] ivory,2
[2] niya,samrand
[2] etoll,tirhweni
[2] tirhweni,connymikateko
[2] connymikateko,xolanwalekenhuk

Top Replied-To
Top Replied-To in Entire Graph:
@mbalulafikile
@outasa
@advbarryroux
@abramjee
@budget
@enca
@mandiricare
@david_makhura
@mtamerri
@moozir

Top Replied-To in G1:
@mbalulafikile
@outasa
@hoerhagen
@antoneberhard
@ernestmarais
@thegwede
@sanral_za
@dirkgnodde
@enca
@david_makhura

Top Replied-To in G2:
@saef_za
@daveharrisiam

Top Replied-To in G3:
@jamesvonb

Top Replied-To in G4:
@theplugconnec

Top Replied-To in G5:
@advbarryroux
@abramjee
@lordmodiba
@brian73378050
@tito_mboweni
@kskhanz

Top Replied-To in G6:
@david_makhura
@antonalberts

Top Replied-To in G7:
@myanc
@mbalulafikile
@kelvinappelgren
@floydshivambu
@newsbreak_lotus
@presidencyza
@sabcnewsonline

Top Replied-To in G9:
@aremania1994

Top Replied-To in G10:
@phaphamamlfm
@gingirikanimlfm

Top Mentioned
Top Mentioned in Entire Graph:
@wayneduv
@outasa
@tito_mboweni
@mbalulafikile
@theplugconnec
@wayneduvenage
@pulemabe
@pigspotter
@askgregory

Top Mentioned in G1:
@outasa
@tito_mboweni
@mbalulafikile
@wayneduvenage
@pulemabe
@wayneduv
@askgregory
@moneyweb
@sanral_za

Top Mentioned in G2:
@wayneduv
@outasa
@tito_mboweni

Top Mentioned in G3:
@jamesvonb

Top Mentioned in G4:
@theplugconnec

Top Mentioned in G5:
@mbalulafikile
@trevy7
@wayneduv
@abramjee
@_nicholasr__
@tito_mboweni
@david_makhura
@king_despi
@tsheflon_don

Top Mentioned in G6:
@lesufi
@gautenghealth
@jaco_mulder
@philipvanstaden
@delangeamanda
@kobushoffman
@gautengprovince
@vfplusgp
@antonalberts

Top Mentioned in G7:
@cyrilramaphosa
@stopplaasmoorde
@presidencyza
@c_kumalo
@kelvinappelgren
@sabcnewsonline
@salpatel786
@pretorianews
@sportatsabc
@david_makhura

Top Mentioned in G8:
@pigspotter
@wayneduv

Top Mentioned in G9:
@yusufgunawan
@arema1986merch
@putrimarsellina
@senaputra_fm
@infotlogomas
@infomalang
@lalinnews
@andrisuriawan
@aremania1994

Top Mentioned in G10:
@connymikateko
@xolanwalekenhuk
@djbrianrikhotso
@cpapatsatsi
@phaphamamlfm
@lindivamac
@ericvaseni
@munghana

Top Tweeters
Top Tweeters in Entire Graph:
@ptjasamarga
@rlthingy
@radioelshinta
@tokopediacare
@sabcnewsonline
@mthigo_
@mtamerri
@gojekindonesia
@mandiricare
@amuraovonn

Top Tweeters in G1:
@zintle_mkwela
@iol
@vuyosimawo_
@marita_1010
@danielcoetzee12
@lootgous
@askgregory
@lesegoseabi
@sszonke
@mheidtman

Top Tweeters in G2:
@cci_network
@bavyeshpolitics
@time2coach
@chan_nav
@davigilant
@marinavanzyl
@rob_blogging
@nicolepetyt
@nesyhttam
@maraenslin

Top Tweeters in G3:
@ratjunn
@onlysimphiwe
@spiwo
@juststar_
@palupihg
@marantikafinsa
@msnafia
@nadjauza
@allamaf
@ujimedianty

Top Tweeters in G4:
@gavuza88
@alfonzowords
@gregorxsii
@mbali_porsh
@mthiya_sa
@gomolemo_17
@nkosibooi
@girlscar_1
@tedphaladi
@thembindw

Top Tweeters in G5:
@abramjee
@kskhanz
@sapoliceservice
@gtp_traffstats
@advbarryroux
@fortunewide
@tshepi247
@lordmodiba
@gp_commsafety
@trafficrtmc

Top Tweeters in G6:
@steve_hofmeyr
@thethornbird
@gautengprovince
@solidariteit
@lesufi
@educationgp
@gautenghealth
@solidaridirk
@vfplus
@malcolmlennox1

Top Tweeters in G7:
@sabcnewsonline
@stopplaasmoorde
@myanc
@newsbreak_lotus
@salpatel786
@sportatsabc
@pretorianews
@c_kumalo
@presidencyza
@e7aae863442d45c

Top Tweeters in G8:
@vahsin
@pigspotter
@shilawuri
@kenkoen
@cyclejunkie88
@tricia_tyro
@nanapanther248
@petervdm896
@rooinek12
@kingingjoe

Top Tweeters in G9:
@puspitafm
@infomalang
@arema1986merch
@senaputra_fm
@putrimarsellina
@yusufgunawan
@lalinnews
@rrimalang
@andrisuriawan
@cityguide911fm

Top Tweeters in G10:
@xolanwalekenhuk
@phaphamamlfm
@gingirikanimlfm
@djbrianrikhotso
@connymikateko
@munghana
@lindivamac
@cpapatsatsi
@ericvaseni


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