#GE15, Twitter, 7/4/2022 8:26:06 AM, 278997


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#GE15 Twitter NodeXL SNA Map and Report for Monday, 04 July 2022 at 08:20 UTC
#GE15 Twitter NodeXL SNA Map and Report for Monday, 04 July 2022 at 08:20 UTC
From:
SMRFoundation
Uploaded on:
July 04, 2022
Short Description:
#GE15 via NodeXL https://bit.ly/3yDfbqj
@jameschin110
@nst_online
@domesticgod8
@kuasasiswa
@bahangd
@anna62545319
@muhammad1169
@nicolasturgeon
@proudgamer8
@cyrenaicaparty

Top hashtags:
#ge15
#sabah
#nstnation
#umno
#malaysia
#bn
#pru15
#news
#pas
#ismailsabri

Description:
Description
The graph represents a network of 70 Twitter users whose recent tweets contained "#GE15", 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, 13-hour, 55-minute period from Friday, 24 June 2022 at 16:03 UTC to Monday, 04 July 2022 at 05:58 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 : 70
Unique Edges : 58
Edges With Duplicates : 83
Total Edges : 141
Number of Edge Types : 5
Replies to : 9
Retweet : 39
MentionsInRetweet : 13
Mentions : 9
Tweet : 71
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 28
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 12
Maximum Edges in a Connected Component : 45
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.521531
Graph Density : 0.0109730848861284
Modularity : 0.430989
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 70 Twitter users whose recent tweets contained "#GE15", 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, 13-hour, 55-minute period from Friday, 24 June 2022 at 16:03 UTC to Monday, 04 July 2022 at 05:58 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 : TwitterSearch
Graph Term : #GE15
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:
[4] https://www.nst.com.my/news/politics/2022/07/810055/zahid-bns-resurgence-proves-leaderships-commitment-winning-over-voters?fbclid=IwAR16co8GJlorxicuCFCa1CO6V3NMox9etG_yVKYPmQ-PcLfOio1G_lMFFyo
[3] https://twitter.com/FreeMsian/status/1542757357003821056
[3] https://www.nst.com.my/news/politics/2022/07/809771/umno-awaits-ros-ruling-party-polls-deadline-looms
[3] https://www.nst.com.my/news/politics/2022/06/808871/zahid-continues-push-ge15-be-held-now-nsttv
[2] https://www.malaysianow.com/news/2022/07/04/no-decision-yet-on-pas-using-pn-logo-in-ge15-says-tuan-ibrahim/
[2] https://www.malaysianow.com/news/2022/07/01/gps-kingmaker-or-stabiliser-in-ge15/
[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.sinardaily.my/article/176014/malaysia/national/others-want-parliament-dissolved-too-says-zahid

Top URLs in Tweet in G1:
[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://twitter.com/amirlala_/status/1541368034563985408
[1] https://themalaysiapost.com/bekas-pengerusi-spr-berkata-pru15-perlu-diadakan-pada-suku-pertama-2023/
[1] https://www.thetruenet.com/news/anthony-loke-chides-warisan-for-wanting-to-work-with-anyone-who-wins-ge15/
[1] https://www.thetruenet.com/news/shafie-apdal-warisan-ready-to-work-with-winning-coalition-in-ge15/
[1] https://www.thetruenet.com/news/zahid-continues-to-push-for-ge15-to-be-held-immediately/
[1] https://www.thetruenet.com/news/anwar-and-khairy-to-face-off-in-ge15/
[1] https://www.thetruenet.com/news/parties-start-ge15-campaigns/
[1] https://www.thetruenet.com/news/dr-m-i-may-defend-langkawi-in-ge15-if-no-other-choice/
[1] https://newswav.com/article/A2207_vRKtT9

Top URLs in Tweet in G2:
[1] https://www.malaysianow.com/news/2022/07/01/gps-kingmaker-or-stabiliser-in-ge15/

Top URLs in Tweet in G3:
[4] https://www.nst.com.my/news/politics/2022/07/810055/zahid-bns-resurgence-proves-leaderships-commitment-winning-over-voters?fbclid=IwAR16co8GJlorxicuCFCa1CO6V3NMox9etG_yVKYPmQ-PcLfOio1G_lMFFyo
[3] https://www.nst.com.my/news/politics/2022/06/808871/zahid-continues-push-ge15-be-held-now-nsttv
[3] https://www.nst.com.my/news/politics/2022/07/809771/umno-awaits-ros-ruling-party-polls-deadline-looms
[2] https://www.nst.com.my/news/politics/2022/07/810164/bn-urged-use-aggressive-strategy-woo-fence-sitters
[2] https://www.sinardaily.my/article/176014/malaysia/national/others-want-parliament-dissolved-too-says-zahid
[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/2022/06/808155/hamzah-pn-leadership-decide-pas-proposal-use-own-logo-ge15
[2] https://www.nst.com.my/news/politics/2022/06/808621/tajuddin-zahids-early-polls-call-secure-his-position-nsttv
[2] https://www.youtube.com/watch?v=UF3ECfyDh-g&feature=youtu.be


Top URLs in Tweet in G6:
[3] https://twitter.com/FreeMsian/status/1542757357003821056

Top URLs in Tweet in G7:
[2] https://www.malaysianow.com/news/2022/07/04/no-decision-yet-on-pas-using-pn-logo-in-ge15-says-tuan-ibrahim/
[1] https://www.malaysianow.com/news/2022/07/01/gps-kingmaker-or-stabiliser-in-ge15/

Top URLs in Tweet in G9:
[2] https://themalaysianreserve.com/2022/07/02/ge15-umno-bn-fully-support-ismail-sabri-as-prime-minister-mohamad-hasan/
[1] https://themalaysianreserve.com/2022/07/03/ge15-bn-will-not-allow-political-cornering-in-sabah
[1] https://themalaysianreserve.com/2022/06/26/warisan-ready-to-work-with-ge15-winner-for-stability
[1] https://themalaysianreserve.com/2022/06/26/pn-to-discuss-pas-proposal-to-use-own-logo-for-ge15
[1] https://themalaysianreserve.com/2022/06/27/ph-to-face-trust-deficit-among-voters-in-ge15-ilham-centre-says/
[1] https://themalaysianreserve.com/2022/06/27/umno-cannot-fly-solo-in-ge15/

Top URLs in Tweet in G10:
[1] https://sea.mashable.com/life/20730/bankrupt-sri-lankas-inflation-hits-546-the-cause-corruption

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] ge15
[22] sabah
[22] nstnation
[20] umno
[15] malaysia
[15] bn
[14] pru15
[10] news
[10] pas
[8] ismailsabri



Top Hashtags in Tweet in G1:
[23] ge15
[7] media
[6] thetruenet
[6] newscurator
[6] news
[6] truenews
[6] instanews
[6] socialmedia
[6] reporting
[6] contents

Top Hashtags in Tweet in G2:
[19] ge15
[16] sabah
[6] malaysia
[6] ma63
[5] politicalislam
[4] pti_sabh
[2] pbs
[2] kdm
[1] sarawak

Top Hashtags in Tweet in G3:
[45] ge15
[22] nstnation
[15] umno
[13] pru15
[11] bn
[7] zahidhamidi
[7] pas
[6] barisannasional
[6] thesun
[6] thesundaily

Top Hashtags in Tweet in G4:
[6] ge15

Top Hashtags in Tweet in G5:
[9] ge15
[3] glasgoweast
[3] votesnp
[3] ivotedsnp

Top Hashtags in Tweet in G6:
[3] ge15

Top Hashtags in Tweet in G7:
[3] malaysianow
[3] news
[3] flashnews
[3] malaysia
[3] ge15
[2] pas
[2] perikatannasional

Top Hashtags in Tweet in G8:
[1] bfm
[1] malaysia
[1] politics
[1] warisan
[1] dap
[1] ph
[1] umno
[1] bn
[1] sabah
[1] bersatu

Top Hashtags in Tweet in G9:
[7] ge15
[7] tmrnews
[3] bn
[3] umno
[2] politics
[2] ismailsabri
[1] sabah
[1] warisan
[1] malaysia
[1] pn

Top Hashtags in Tweet in G10:
[1] ge15

Top Words
Top Words in Tweet in Entire Graph:
[123] #ge15
[27] bn
[23] pas
[23] #sabah
[23] umno
[22] #nstnation
[20] #umno
[17] election
[16] datuk
[15] #malaysia

Top Words in Tweet in G1:
[23] #ge15
[7] #media
[6] thetruenet
[6] #thetruenet
[6] #newscurator
[6] #news
[6] #truenews
[6] #instanews
[6] #socialmedia
[6] #reporting

Top Words in Tweet in G2:
[19] pas
[19] #ge15
[16] #sabah
[16] bn
[10] umno
[10] sabah
[6] #malaysia
[6] sabahans
[6] sarwakians
[6] think

Top Words in Tweet in G3:
[45] #ge15
[22] #nstnation
[16] datuk
[16] election
[15] #umno
[14] #pru15
[14] 15th
[12] seri
[11] zahid
[10] umno

Top Words in Tweet in G4:
[6] #ge15
[4] change
[4] oppression
[4] rakyat
[4] deserve
[4] better
[4] treatment
[4] law
[4] vote
[4] oppressors

Top Words in Tweet in G5:
[9] nataliemcgarry
[9] #ge15
[3] campaign
[3] stop
[3] glasgow
[3] east
[3] gordon
[3] meet
[3] alexsalmond
[3] great

Top Words in Tweet in G6:
[6] puzzling
[6] guan
[6] eng's
[3] received
[3] twitter
[3] freemsian
[3] totally
[3] agree
[3] freemalaysian
[3] strange

Top Words in Tweet in G7:
[3] ge15
[3] #malaysianow
[3] #news
[3] #flashnews
[3] #malaysia
[3] #ge15
[2] decision
[2] pas
[2] pn
[2] logo

Top Words in Tweet in G9:
[7] #ge15
[7] #tmrnews
[3] #bn
[3] #umno
[2] #politics
[2] support
[2] #ismailsabri
[2] prime
[2] minister
[2] mohamad

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] 15th,election
[12] datuk,seri
[10] election,#ge15
[8] #ge15,#pru15
[7] ahmad,zahid
[7] zahid,hamidi
[6] sabahans,sarwakians
[6] sarwakians,think
[6] think,trust
[6] trust,bn

Top Word Pairs in Tweet in G1:
[6] thetruenet,#thetruenet
[6] #thetruenet,#newscurator
[6] #newscurator,#news
[6] #news,#truenews
[6] #truenews,#instanews
[6] #instanews,#socialmedia
[6] #socialmedia,#reporting
[6] #reporting,#contents
[6] #contents,#viral
[6] #viral,#media

Top Word Pairs in Tweet in G2:
[6] sabahans,sarwakians
[6] sarwakians,think
[6] think,trust
[6] trust,bn
[6] bn,sabah
[6] sabah,ma
[6] ma,impression
[6] impression,current
[6] current,bn
[6] bn,#sabah

Top Word Pairs in Tweet in G3:
[12] datuk,seri
[12] 15th,election
[10] election,#ge15
[8] #ge15,#pru15
[7] ahmad,zahid
[7] zahid,hamidi
[6] seri,dr
[6] dr,ahmad
[6] insya,allah
[6] allah,confident

Top Word Pairs in Tweet in G4:
[4] change,oppression
[4] oppression,rakyat
[4] rakyat,deserve
[4] deserve,better
[4] better,treatment
[4] treatment,law
[4] law,vote
[4] vote,oppressors
[4] oppressors,#ge15
[2] takterqyira,syedsaddiq

Top Word Pairs in Tweet in G5:
[3] campaign,stop
[3] stop,nataliemcgarry
[3] nataliemcgarry,glasgow
[3] glasgow,east
[3] east,gordon
[3] gordon,meet
[3] meet,alexsalmond
[3] alexsalmond,#ge15
[3] great,morning
[3] morning,campaigning

Top Word Pairs in Tweet in G6:
[6] guan,eng's
[3] received,twitter
[3] twitter,freemsian
[3] freemsian,totally
[3] totally,agree
[3] agree,freemalaysian
[3] freemalaysian,strange
[3] strange,puzzling
[3] puzzling,puzzling
[3] puzzling,guan

Top Word Pairs in Tweet in G7:
[3] #malaysianow,#news
[3] #news,#flashnews
[3] #flashnews,#malaysia
[2] decision,pas
[2] pas,pn
[2] pn,logo
[2] logo,ge15
[2] ge15,tuan
[2] tuan,ibrahim
[2] ibrahim,#malaysianow

Top Word Pairs in Tweet in G9:
[2] #politics,#tmrnews
[2] #ge15,#umno
[2] #umno,#bn
[2] #bn,support
[2] support,#ismailsabri
[2] #ismailsabri,prime
[2] prime,minister
[2] minister,mohamad
[2] mohamad,hasan
[2] hasan,#tmrnews

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@501awani
@fmtoday
@rowanromano
@nst_online
@lowelsielow
@thesundaily
@takterqyira
@yvonneapy
@folkloreswifty
@bahangd

Top Tweeters in G1:
@folkloreswifty
@webarebears001
@rafieedruce
@amethystchew1
@theivanloh
@sdn_shah
@dalastkimbasabi
@newswav
@thetruenet
@michaelkk59

Top Tweeters in G2:
@rowanromano
@yvonneapy
@rajamohdshahrim
@mdazrinmdnazri
@paulburenraja
@farahzain9
@akatrano
@ewonbenedick1
@jackygee10
@jameschin110

Top Tweeters in G3:
@nst_online
@thesundaily
@bahangd
@harishamzah
@anna62545319
@hadizalhe
@muhammad1169
@tonybcastello
@kaelvin_picb787
@sinardailymy

Top Tweeters in G4:
@lowelsielow
@takterqyira
@thedelima
@domesticgod8
@syedsaddiq
@negaragemilang
@kuasasiswa
@drkhorsk

Top Tweeters in G5:
@thesnp
@nicolasturgeon
@proudgamer8
@alexsalmond
@cyrenaicaparty
@nataliemcgarry

Top Tweeters in G6:
@sayyedalifkhan
@freemsian
@mascheckbalance

Top Tweeters in G7:
@aminiskandar
@mnownews

Top Tweeters in G8:
@bfmradio
@ei_sun_oh

Top Tweeters in G9:
@tmreserve
@ainnur001

Top Tweeters in G10:
@mashablesea
@roxstapam


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