#pru15, Twitter, 7/4/2022 8:29:27 AM, 278998


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#pru15 Twitter NodeXL SNA Map and Report for Monday, 04 July 2022 at 08:21 UTC
#pru15 Twitter NodeXL SNA Map and Report for Monday, 04 July 2022 at 08:21 UTC
From:
SMRFoundation
Uploaded on:
July 04, 2022
Short Description:
#pru15 via NodeXL https://bit.ly/3OG54qA
@n_izzah
@jasonyew
@theivanloh
@tamys46
@umnoonline
@anwaribrahim
@aminherba
@sparkfinders2
@23potteh
@tsdmujeebudeen

Top hashtags:
#pru15
#ayuhmalaysia
#malaysia
#umno
#malaysian
#undi18
#malaysians
#malaysianow
#sabah

Description:
Description
The graph represents a network of 451 Twitter users whose recent tweets contained "#pru15", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 04 July 2022 at 08:22 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 4-minute period from Friday, 24 June 2022 at 16:03 UTC to Monday, 04 July 2022 at 08:08 UTC.

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 : 451
Unique Edges : 975
Edges With Duplicates : 274
Total Edges : 1249
Number of Edge Types : 5
Retweet : 333
MentionsInRetweet : 643
Replies to : 20
Tweet : 68
Mentions : 185
Self-Loops : 69
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 41
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 390
Maximum Edges in a Connected Component : 1101
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.21114
Graph Density : 0.00506035969450604
Modularity : 0.55535
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 451 Twitter users whose recent tweets contained "#pru15", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 04 July 2022 at 08:22 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 4-minute period from Friday, 24 June 2022 at 16:03 UTC to Monday, 04 July 2022 at 08:08 UTC.

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 : TwitterSearch
Graph Term : #pru15
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 Color : In-Degree
Vertex Radius : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://www.bernama.com/bm/news.php?id=2096800
[2] https://twitter.com/khalidkarim/status/1542996629258928129
[2] https://www.nst.com.my/news/politics/2022/07/810164/bn-urged-use-aggressive-strategy-woo-fence-sitters
[2] https://www.nst.com.my/news/politics/2022/07/810055/zahid-bns-resurgence-proves-leaderships-commitment-winning-over-voters
[2] https://www.nst.com.my/news/politics/2022/07/810051/im-bn-pm-attacks-me-weaken-bns-leadership-ismail-sabri
[2] https://www.bharian.com.my/berita/nasional/2022/07/972161/lebih-agresif-dekati-pengundi-kelabu-ahmad-maslan
[2] https://www.malaysianow.com/berita/2022/06/29/kerajaan-ismail-sabri-fokus-bantu-rakyat-bukan-pru15/
[2] https://www.malaysianow.com/wacana/2022/06/26/mengangkat-isu-isu-tempatan-menjelang-pru15/
[2] https://www.nst.com.my/news/politics/2022/06/808871/zahid-continues-push-ge15-be-held-now-nsttv
[2] https://www.youtube.com/watch?v=UF3ECfyDh-g&feature=youtu.be


Top URLs in Tweet in G3:
[2] https://twitter.com/khalidkarim/status/1542996629258928129
[1] https://twitter.com/zunarkartunis/status/1540530620623122432
[1] https://m.malaysiakini.com/news/626110
[1] https://twitter.com/thevibesnews/status/1542775652482367488
[1] https://www.airtimes.my/2022/06/29/mtr-akan-bertanding-pru-15-mahu-perjuangan-nasib-veteran-lebih-didengari/

Top URLs in Tweet in G4:
[1] https://www.freemalaysiatoday.com/category/bahasa/tempatan/2022/06/25/pas-perak-pelawa-tajuddin-tanding-pru15-atas-tiket-pn-jika-tiada-tempat-dalam-bn/
[1] https://twitter.com/faiztobeng/status/1540165745321340928
[1] https://twitter.com/morasaki12/status/1540194191648915456
[1] https://twitter.com/i/broadcasts/1vOGwykrnzDxB
[1] http://penang-kini.blogspot.com/2022/06/pru15-pelawa-tajuddin-wakili-pas-tidak.html
[1] https://twitter.com/RashidYusoff11/status/1541331193592852480
[1] https://murrayhunter.substack.com/p/a-tale-of-two-prime-ministers-in?r=3yfri&s=w&utm_campaign=post&utm_medium=web
[1] https://murrayhunter.substack.com/p/online-media-will-be-the-major-battleground?r=3yfri&s=w&utm_campaign=post&utm_medium=web
[1] https://murrayhunter.substack.com/p/malaysias-personality-driven-foreign?r=3yfri&s=w&utm_campaign=post&utm_medium=web
[1] https://murrayhunter.substack.com/p/malaysias-corruption-pandemic?r=3yfri&s=w&utm_campaign=post&utm_medium=web

Top URLs in Tweet in G5:
[2] https://www.bharian.com.my/berita/nasional/2022/07/972161/lebih-agresif-dekati-pengundi-kelabu-ahmad-maslan
[1] https://www.bharian.com.my/berita/nasional/2022/06/969975/warisan-sedia-jalin-kerjasama-dengan-gabungan-politik-yang-menang-pru
[1] https://www.bharian.com.my/berita/nasional/2022/06/971278/pru-15-wajar-diadakan-selepas-pembentangan-bajet-2023
[1] https://www.bharian.com.my/rencana/komentar/2022/06/971411/dakwaan-tajuddin-serlah-pergolakan-umno-menuju-pru-15
[1] https://www.bharian.com.my/berita/nasional/2022/06/971427/zahid-perlu-terus-terajui-umno-untuk-kejayaan-pru-15
[1] https://www.bharian.com.my/berita/nasional/2022/06/971461/ph-disyor-ambil-peluang-raih-sokongan
[1] https://www.youtube.com/watch?v=dX2H2g9rqx0

[1] https://twitter.com/PASPusat/status/1541363275677712384

Top URLs in Tweet in G6:
[1] https://twitter.com/rafidah72/status/1540939916967682048

Top URLs in Tweet in G8:
[2] https://www.nst.com.my/news/politics/2022/07/810164/bn-urged-use-aggressive-strategy-woo-fence-sitters
[2] https://www.nst.com.my/news/politics/2022/07/810051/im-bn-pm-attacks-me-weaken-bns-leadership-ismail-sabri
[2] https://www.nst.com.my/news/politics/2022/07/810055/zahid-bns-resurgence-proves-leaderships-commitment-winning-over-voters
[2] https://www.nst.com.my/news/politics/2022/06/808871/zahid-continues-push-ge15-be-held-now-nsttv
[2] https://www.youtube.com/watch?v=UF3ECfyDh-g&feature=youtu.be

[1] https://www.nst.com.my/news/politics/2022/07/810211/several-political-parties-want-join-pn-says-muhyiddin-nsttv
[1] https://www.youtube.com/watch?v=M3ZoYSOVfKw&feature=youtu.be

[1] https://www.nst.com.my/news/politics/2022/06/807984/puad-umno-members-must-either-toe-line-or-face-disciplinary-action
[1] https://www.nst.com.my/news/politics/2022/06/808621/tajuddin-zahids-early-polls-call-secure-his-position-nsttv
[1] https://www.youtube.com/watch?v=QiAsBk-3ngM&feature=youtu.be


Top URLs in Tweet in G9:
[3] https://www.bernama.com/bm/news.php?id=2096800
[1] https://www.bernama.com/bm/politik/news.php?id=2096696#.Yr_upqirPYM.twitter

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[452] pru15
[266] ayuhmalaysia
[64] malaysia
[49] umno
[35] malaysian
[22] undi18
[22] malaysians
[20] malaysianow
[19] sabah
[16] keluargamalaysia



Top Hashtags in Tweet in G1:
[260] ayuhmalaysia
[260] pru15

Top Hashtags in Tweet in G2:
[55] pru15
[45] malaysia
[35] malaysian
[24] umno
[22] malaysians
[15] malaysianow
[15] sabah
[15] sarawak
[14] pakatanharapan
[11] keluargamalaysia

Top Hashtags in Tweet in G3:
[10] pru15
[4] malaysia
[1] keluargamalaysia
[1] tangguhpru
[1] rakyatmalaysia
[1] jagarakyat
[1] ayuhmalaysia
[1] airtimes
[1] veteran
[1] mtr

Top Hashtags in Tweet in G4:
[40] pru15
[10] malaysia
[4] politik
[3] umno
[3] bn
[3] barisannasional
[2] majoriti
[2] keluargamalaysia
[2] fyp
[2] mic

Top Hashtags in Tweet in G5:
[28] pru15
[14] umno
[6] bhnasional
[1] bn
[1] bhkomentar
[1] sinarharian
[1] sinarpm
[1] kerajaanmalaysia
[1] revolusirakyat

Top Hashtags in Tweet in G6:
[7] pru15
[1] ayuhmalaysia

Top Hashtags in Tweet in G7:
[20] pru15
[20] undi18
[14] penyangakbuayabengappbbswk
[9] sarawakian
[9] ketekajak
[9] gpskroni
[5] projeksakitmega
[3] painborneo
[2] kareemkeranjang
[2] keluargamalaysia

Top Hashtags in Tweet in G8:
[14] ge15
[13] pru15
[9] nstnation
[8] umno
[6] barisannasional
[5] bn
[5] zahidhamidi
[5] nsttv
[4] sabah
[2] ahmadmaslan

Top Hashtags in Tweet in G9:
[4] pru15

Top Hashtags in Tweet in G10:
[3] harakahdaily
[3] pru15

Top Words
Top Words in Tweet in Entire Graph:
[565] yang
[453] #pru15
[287] akan
[278] negara
[278] dalam
[278] pilihan
[274] raya
[272] tak
[272] boleh
[271] kita

Top Words in Tweet in G1:
[520] yang
[260] dari
[260] n_izzah
[260] kita
[260] tak
[260] boleh
[260] benarkan
[260] pemimpin
[260] gagal
[260] menjaga

Top Words in Tweet in G2:
[55] #pru15
[45] #malaysia
[38] ppbmofficial
[37] dapmalaysia
[37] paspusat
[37] umnoonline
[36] keadilan
[36] partiamanah
[36] upkomalaysia
[36] partimuda

Top Words in Tweet in G3:
[10] #pru15
[5] rakyat
[4] pgeorge9601
[4] #malaysia
[4] problems
[3] ismailsabri60
[3] yang
[2] jequalize
[2] illegal
[2] backdoor

Top Words in Tweet in G4:
[40] #pru15
[10] #malaysia
[9] ke
[8] 15
[7] bn
[7] rakyat
[7] malaysia
[7] yang
[6] untuk
[6] bertanding

Top Words in Tweet in G5:
[28] #pru15
[28] jaga
[28] ds
[18] umno
[17] drzahidhamidi
[17] calon
[16] parti
[16] tidak
[16] presiden
[16] utk

Top Words in Tweet in G6:
[12] rakyat
[7] yang
[7] #pru15
[6] mereka
[5] mandat
[4] dah
[4] ke
[4] sendiri
[4] korang
[3] sehingga

Top Words in Tweet in G7:
[20] #pru15
[20] #undi18
[19] jomchannel
[18] demi__my
[14] #penyangakbuayabengappbbswk
[11] rani_kulup
[9] zunarkartunis
[9] #sarawakian
[9] #ketekajak
[9] #gpskroni

Top Words in Tweet in G8:
[14] #ge15
[14] #pru15
[9] #nstnation
[8] #umno
[7] #barisannasional
[5] parties
[5] #sabah
[5] #zahidhamidi
[5] #nsttv
[5] read

Top Words in Tweet in G9:
[4] #pru15
[4] bn
[3] sabah
[3] ada
[3] lima
[3] pilihan
[3] jika
[3] rundingan
[3] dengan
[3] grs

Top Words in Tweet in G10:
[6] dalam
[3] pilihan
[3] raya
[3] umum
[3] ke
[3] 15
[3] boleh
[3] disegerakan
[3] keadaan
[3] yang

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[274] pilihan,raya
[267] yang,akan
[267] akan,datang
[266] dari,n_izzah
[266] n_izzah,kita
[266] kita,tak
[266] tak,boleh
[266] boleh,benarkan
[266] benarkan,pemimpin
[266] pemimpin,yang

Top Word Pairs in Tweet in G1:
[260] dari,n_izzah
[260] n_izzah,kita
[260] kita,tak
[260] tak,boleh
[260] boleh,benarkan
[260] benarkan,pemimpin
[260] pemimpin,yang
[260] yang,gagal
[260] gagal,menjaga
[260] menjaga,negara

Top Word Pairs in Tweet in G2:
[36] dapmalaysia,keadilan
[36] keadilan,partiamanah
[36] partiamanah,upkomalaysia
[36] upkomalaysia,partimuda
[35] #malaysia,#malaysian
[34] ppbmofficial,pejuangrasmi
[26] umnoonline,paspusat
[26] paspusat,ppbmofficial
[24] pejuangrasmi,dapmalaysia
[15] #sabah,#sarawak

Top Word Pairs in Tweet in G3:
[2] ideas,workable
[2] workable,solutions
[2] solutions,labels
[2] labels,race
[2] race,colors
[2] colors,genders
[2] genders,religion
[2] religion,clothes
[2] clothes,future
[2] future,malaysia

Top Word Pairs in Tweet in G4:
[6] ke,15
[5] pilihan,raya
[5] raya,umum
[5] umum,ke
[3] pas,tidak
[3] tidak,pernah
[3] 15,#pru15
[3] #pru15,#malaysia
[3] diva,aa
[3] calon,bebas

Top Word Pairs in Tweet in G5:
[14] mkt,pd
[14] pd,24
[14] 24,22
[14] utk,#pru15
[14] #pru15,adalah
[14] ismailsabri60,tiada
[14] tiada,krisis
[14] yg,dihebohkan
[14] dihebohkan,jaga
[14] ds,drzahidhamidi

Top Word Pairs in Tweet in G6:
[5] mandat,rakyat
[2] #pru15,dah
[2] presidenumnoazh,tunggu
[2] tunggu,sehingga
[2] sehingga,tamat
[2] tamat,tempoh
[2] tempoh,buat
[2] buat,#pru15
[2] #pru15,tahun
[2] tahun,depan

Top Word Pairs in Tweet in G7:
[13] #penyangakbuayabengappbbswk,jomchannel
[10] jomchannel,rani_kulup
[10] rani_kulup,demi__my
[9] #pru15,#undi18
[6] demi__my,zunarkartunis
[6] jomchannel,kulupfans
[6] zunarkartunis,#pru15
[5] #undi18,#sarawakian
[5] wallet,#gpskroni
[4] #undi18,#pru15

Top Word Pairs in Tweet in G8:
[8] #ge15,#pru15
[4] #pru15,#barisannasional
[3] 15th,election
[3] #sabah,#barisannasional
[3] #nsttv,zahid
[2] #nstnation,quarter
[2] quarter,voters
[2] voters,support
[2] support,quarter
[2] quarter,support

Top Word Pairs in Tweet in G9:
[3] #pru15,bn
[3] bn,sabah
[3] sabah,ada
[3] ada,lima
[3] lima,pilihan
[3] pilihan,jika
[3] jika,rundingan
[3] rundingan,dengan
[3] dengan,grs
[3] grs,tidak

Top Word Pairs in Tweet in G10:
[3] pilihan,raya
[3] raya,umum
[3] umum,ke
[3] ke,15
[3] 15,boleh
[3] boleh,disegerakan
[3] disegerakan,dalam
[3] dalam,keadaan
[3] keadaan,yang
[3] yang,memerlukan

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@n_izzah
@umnoonline
@ppbmofficial
@dapmalaysia
@paspusat
@keadilan
@partiamanah
@upkomalaysia
@partimuda
@pejuangrasmi

Top Mentioned in G1:
@n_izzah

Top Mentioned in G2:
@ppbmofficial
@dapmalaysia
@paspusat
@umnoonline
@keadilan
@partiamanah
@upkomalaysia
@partimuda
@pejuangrasmi
@anwaribrahim

Top Mentioned in G3:
@pgeorge9601
@ismailsabri60
@jequalize
@drzahidhamidi
@hishammuddinh2o
@alawiyahyussof
@philipgolingai
@nurjazlan
@muhyiddinyassin
@liewchintong

Top Mentioned in G4:
@dalastkimbasabi

Top Mentioned in G5:
@drzahidhamidi
@ismailsabri60
@bharianmy
@umnoonline

Top Mentioned in G6:
@n_izzah
@izwanazirsaleh
@sayamuazmohamed
@umnoonline
@presidenumnoazh
@ismailsabri60
@najibrazak
@tokmathasann9

Top Mentioned in G7:
@jomchannel
@demi__my
@rani_kulup
@zunarkartunis
@kulupfans
@twt_borneomy
@es_edisisiasat

Top Tweeters
Top Tweeters in Entire Graph:
@sinaronline
@bharianmy
@rameshraoaks
@oojiley
@501awani
@bernamadotcom
@pojiepooh
@khalidkarim
@fmtoday
@hmetromy

Top Tweeters in G1:
@oojiley
@pojiepooh
@poison_star
@broz6969
@ahchong2
@maisarraanuar
@yvonneapy
@fiqahrhmxx
@elameenrahmeet_
@latif_halim

Top Tweeters in G2:
@rameshraoaks
@fmtoday
@malaysiagazette
@umnoonline
@peoplespowerr
@anbas5155
@dapmalaysia
@nazzirhussain
@anwaribrahim
@shaharudinali

Top Tweeters in G3:
@khalidkarim
@malaymail
@swakheadhunter
@philipgolingai
@fahmi_fadzil
@tamys46
@hishammuddinh2o
@rafiziramli
@hwabeng
@23potteh

Top Tweeters in G4:
@501awani
@folkloreswifty
@zlk69
@serenemeren
@zulazhar_cha
@nedmohd
@malayanf
@mhdrhreee
@paklong001
@dalastkimbasabi

Top Tweeters in G5:
@sinaronline
@bharianmy
@msianinsight
@jonsnowlan
@fikhwanbait
@niefeng80
@thanenthiran3
@isterinajib
@mohmus1010
@ridzwansultan

Top Tweeters in G6:
@rajapetra
@buletinfm
@azrulazimi
@encikiswan
@sayamuazmohamed
@musafir2020
@najibrazak
@presidenumnoazh
@izwanazirsaleh
@lbenggala

Top Tweeters in G7:
@twt_borneomy
@zunarkartunis
@mynameiserick05
@jomchannel
@rani_kulup
@buntallumek
@kulupfans
@akumirekmyy
@es_edisisiasat
@demi__my

Top Tweeters in G8:
@nst_online
@muhammad1169
@enchantingsite

Top Tweeters in G9:
@bernamadotcom
@balya72
@baomdot

Top Tweeters in G10:
@rozali53
@harakahdailyhd
@_rezarazali_


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