#saudivision2030, Twitter, 8/4/2022 6:33:36 PM, 279832


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#saudivision2030 Twitter NodeXL SNA Map and Report for Thursday, 04 August 2022 at 18:18 UTC
#saudivision2030 Twitter NodeXL SNA Map and Report for Thursday, 04 August 2022 at 18:18 UTC
From:
marc_smith
Uploaded on:
August 04, 2022
Short Description:
#saudivision2030 via NodeXL https://bit.ly/3BHYRGI
@misa
@almohannad_ali
@saudivision2030
@_3ssm
@ntp_2030
@wj3kdz8txpfykrc
@pif_en
@fashionmoc
@okonemariam
@mbs2045

Top hashtags:
#saudivision2030
#saudiarabia
#pif
#riyadh
#jeddah
#pifstrategy
#neom
#saudi
#makkah

Description:
Description
The graph represents a network of 461 Twitter users whose recent tweets contained "#saudivision2030", 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 Thursday, 04 August 2022 at 18:21 UTC.

The tweets in the network were tweeted over the 9-day, 22-hour, 38-minute period from Monday, 25 July 2022 at 17:19 UTC to Thursday, 04 August 2022 at 15:58 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 : 475
Unique Edges : 483
Edges With Duplicates : 561
Total Edges : 1044
Number of Edge Types : 5
Mentions : 150
Replies to : 33
Retweet : 401
MentionsInRetweet : 94
Tweet : 366
Self-Loops : 372
Reciprocated Vertex Pair Ratio : 0.0171673819742489
Reciprocated Edge Ratio : 0.0337552742616034
Connected Components : 111
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 214
Maximum Edges in a Connected Component : 546
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.362215
Graph Density : 0.00210526315789474
Modularity : 0.469852
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279831
Data Import : The graph represents a network of 461 Twitter users whose recent tweets contained "#saudivision2030", 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 Thursday, 04 August 2022 at 18:21 UTC.

The tweets in the network were tweeted over the 9-day, 22-hour, 38-minute period from Monday, 25 July 2022 at 17:19 UTC to Thursday, 04 August 2022 at 15:58 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 : #saudivision2030
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[76] https://wa.me/
[39] https://www.investsaudi.sa/en/investor/guide
[15] https://www.pif.gov.sa/en/Pages/default.aspx
[10] https://www.pif.gov.sa/en/Pages/publicinvestmentfundprogram.aspx
[9] https://www.arabnews.com/node/2129296/saudi-arabia
[8] https://twitter.com/naqabasa
[7] https://linktr.ee/naqabasa
[7] https://www.arabnews.com/node/2132791
[6] https://www.shareek.gov.sa
[6] https://www.pif.gov.sa/en/Pages/publicinvestmentfundprogram.aspx#1

Top URLs in Tweet in G1:
[64] https://wa.me/
[2] https://api.whatsapp.com/send/?phone=966566132625&text&type=phone_number&app_absent=0
[2] https://twitter.com/Corrina63593994/status/1551662394245615616/photo/1
[2] https://twitter.com/NEOM/status/1551659067877228545
[2] https://www.amazon.com/dp/B00GURGUY2/ref=cm_sw_r_as_gl_apa_gl_i_CCB9N12F678430XWQGZ2?linkCode=ml1&tag=cosmetic03a-20
[2] https://www.amazon.com/dp/B07VQJRG4R/ref=cm_sw_r_as_gl_apa_gl_i_8V39DZC6P4D6ZD5T5FJ2?linkCode=ml1&tag=cosmetic03a-20
[2] https://www.amazon.com/dp/B08723GJ2T/ref=cm_sw_r_as_gl_apa_gl_i_1RQS8PCA1MXYJHX0A1WQ?linkCode=ml1&tag=cosmetic03a-20
[2] https://www.amazon.com/dp/B0872S3H9C/ref=cm_sw_r_as_gl_apa_gl_i_dl_F3226BVJHQKGRBQH8GA3?_encoding=UTF8&psc=1&linkCode=ml1&tag=cosmetic03a-20
[2] https://www.argaam.com/en/article/articledetail/id/1578349?utm_source=ArgaamSM&utm_medium=twitter
[2] https://twitter.com/tribeofthought/status/1552281194695475200

Top URLs in Tweet in G2:
[15] https://www.pif.gov.sa/en/Pages/default.aspx
[10] https://www.pif.gov.sa/en/Pages/publicinvestmentfundprogram.aspx
[6] https://www.pif.gov.sa/en/Pages/publicinvestmentfundprogram.aspx#1
[6] https://www.shareek.gov.sa
[3] https://www.investsaudi.sa/en/investor/guide
[3] https://carma.com/industry-reports/saudi-reputation-report/
[2] https://www.pif.gov.sa/en/Pages/VRP2021-2025.aspx?utm_source=Twitter&utm_medium=Post&utm_campaign=PIF_Strategy_Metals_Mining_TW_EN
[2] https://therig.sa/
[2] https://www.pif.gov.sa/en/MediaCenter/Pages/NewsDetails.aspx?NewsID=65
[2] https://www.pif.gov.sa/en/VRP/PIFStrategy2021-2025-EN.pdf?utm_source=Twitter&utm_medium=Video&utm_campaign=Real_Estate_Sector_En

Top URLs in Tweet in G3:
[33] https://www.investsaudi.sa/en/investor/guide
[1] https://twitter.com/neom/status/1551659067877228545

Top URLs in Tweet in G4:
[1] https://www.investsaudi.sa/en/investor/guide
[1] https://twitter.com/misa/status/1554513035477262337?s=21&t=TkGpaR8AFUsOizyenacC7Q

Top URLs in Tweet in G5:
[1] https://www.investsaudi.sa/en/investor/guide

Top URLs in Tweet in G6:
[1] https://thediplomaticinsight.com/saudi-arabian-ambassador-presents-credentials-to-un/

Top URLs in Tweet in G7:
[9] https://www.arabnews.com/node/2129296/saudi-arabia
[4] https://www.arabnews.com/node/2133416/saudi-arabia
[2] https://www.arabnews.jp/en/?p=76891
[1] https://www.arabnews.com/node/2134481/saudi-arabia

Top URLs in Tweet in G8:
[2] https://twitter.com/kobi_OM/status/1552256427028369409

Top Domains
Top Domains in Tweet in Entire Graph:
[76] wa.me
[58] twitter.com
[49] gov.sa
[39] investsaudi.sa
[26] arabnews.com
[9] amazon.com
[7] linktr.ee
[7] emdha.sa
[6] youtube.com
[6] gulfnews.com

Top Domains in Tweet in G1:
[64] wa.me
[16] twitter.com
[9] amazon.com
[2] whatsapp.com
[2] youtube.com
[2] india.com
[2] argaam.com
[1] wat.me
[1] peacecity.world
[1] linkedin.com

Top Domains in Tweet in G2:
[49] gov.sa
[7] twitter.com
[3] investsaudi.sa
[3] carma.com
[2] therig.sa
[2] nodexlgraphgallery.org
[2] opensea.io
[1] businessstartupsaudiarabia.com
[1] limelines.com

Top Domains in Tweet in G3:
[33] investsaudi.sa
[1] twitter.com

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

Top Domains in Tweet in G5:
[1] investsaudi.sa

Top Domains in Tweet in G6:
[1] thediplomaticinsight.com

Top Domains in Tweet in G7:
[14] arabnews.com
[2] arabnews.jp

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[781] saudivision2030
[164] saudiarabia
[122] pif
[87] riyadh
[73] jeddah
[66] pifstrategy
[66] neom
[63] saudi
[57] makkah
[53] riyadh_massage_vip



Top Hashtags in Tweet in G1:
[117] saudivision2030
[75] saudiarabia
[49] riyadh
[44] jeddah
[41] riyadh_massage_vip
[35] makkah
[27] jeddah_massage
[25] yanbu
[22] makkamassage
[22] yanbu_massage

Top Hashtags in Tweet in G2:
[236] saudivision2030
[116] pif
[66] pifstrategy
[20] apifcompany
[12] pifportfoliocompanies
[11] wef18
[8] facesofpif
[8] shareek
[6] thepifexperts
[6] neom

Top Hashtags in Tweet in G3:
[63] saudivision2030
[33] welcominggamechangers
[22] national_investment_strategy
[4] misa
[3] neom
[3] theline
[3] نيوم
[2] fia2022
[2] ذا_لاين
[1] saudiarabia

Top Hashtags in Tweet in G4:
[37] saudivision2030
[26] nationaltransformationprogram
[7] national_investment_strategy
[4] misa
[4] investsaudi
[3] برنامج_التحول_الوطني
[3] رؤية_السعودية_2030
[3] monshaat
[2] welcominggamechangers
[2] saudikazakhstaninvestmentmeeting

Top Hashtags in Tweet in G5:
[34] saudivision2030
[12] saudiarabia
[12] greece
[12] oott
[12] energy
[3] السعودية
[2] theline
[2] neom
[2] نيوم
[2] رؤية_2030

Top Hashtags in Tweet in G6:
[20] saudivision2030
[19] neom
[18] الخيال_العلمي
[18] ذا_لاين
[18] the_line
[18] نيوم
[18] رؤية_السعودية_2030
[18] محمد_بن_سلمان
[1] saudiarabia
[1] breakingnews

Top Hashtags in Tweet in G7:
[25] saudivision2030
[22] saudi
[17] neom
[11] breaking
[4] spotlight
[4] animalwelfare
[1] aramco
[1] saudiarabia

Top Hashtags in Tweet in G8:
[18] saudivision2030
[14] france2030
[7] choosefrance
[7] franceksa
[5] riyadh
[5] invest
[5] pif
[5] investinsaudia
[5] ولي_العهد_في_فرنسا
[4] geopolitics

Top Hashtags in Tweet in G9:
[17] saudivision2030
[4] alulascholarshipsprogramme
[3] alulalanguagesinstitute
[2] alula
[1] unesco

Top Hashtags in Tweet in G10:
[14] saudivision2030
[1] saudimade

Top Words
Top Words in Tweet in Entire Graph:
[792] #saudivision2030
[239] saudi
[171] #saudiarabia
[147] massage
[139] line
[138] arabia
[117] #pif
[102] body
[95] investment
[91] #riyadh

Top Words in Tweet in G1:
[121] #saudivision2030
[80] #saudiarabia
[79] massage
[56] body
[53] #riyadh
[47] available
[44] #jeddah
[41] #riyadh_massage_vip
[35] #makkah
[30] full

Top Words in Tweet in G2:
[236] #saudivision2030
[111] #pif
[91] saudi
[78] line
[70] arabia
[66] #pifstrategy
[65] kingdom
[53] sector
[47] sectors
[45] more

Top Words in Tweet in G3:
[63] #saudivision2030
[56] saudi
[46] investment
[33] unleashed
[33] unprecedented
[33] opportunity
[33] global
[33] value
[33] chains
[33] realign

Top Words in Tweet in G4:
[37] #saudivision2030
[26] #nationaltransformationprogram
[26] led
[26] saudi
[22] ministry
[18] investment
[16] commerce
[14] 2022
[14] goals
[13] 000

Top Words in Tweet in G5:
[34] #saudivision2030
[12] #saudiarabia
[12] #greece
[12] #oott
[12] #energy
[4] لولا
[4] ولولا
[3] #السعودية
[2] saudi
[2] investment

Top Words in Tweet in G6:
[20] #saudivision2030
[19] kingsalman
[19] #neom
[18] اعجوبة
[18] العجائب
[18] قصص
[18] من
[18] #الخيال_العلمي
[18] ستصبح
[18] حقيقة

Top Words in Tweet in G7:
[25] #saudivision2030
[22] #saudi
[17] #neom
[13] oil
[12] general
[12] authority
[12] statistics
[12] kingdom's
[12] economy
[12] expanded

Top Words in Tweet in G8:
[18] #saudivision2030
[14] #france2030
[8] saudi
[7] crown
[7] prince
[7] #choosefrance
[7] #franceksa
[5] #riyadh
[5] initiated
[5] economic

Top Words in Tweet in G9:
[17] #saudivision2030
[13] sector
[13] opportunities
[12] nature
[11] future
[11] ksa's
[11] tourism
[11] full
[11] providing
[11] unforgettable

Top Words in Tweet in G10:
[26] nidlp
[14] #saudivision2030
[13] executing
[13] entities
[13] progressively
[13] moving
[13] ahead
[13] towards
[13] achieving
[13] 2030

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[136] saudi,arabia
[84] #saudiarabia,#saudivision2030
[68] line,#saudivision2030
[63] massage,available
[63] massage,full
[63] full,body
[39] #saudivision2030,unleashed
[39] unleashed,unprecedented
[39] unprecedented,opportunity
[39] opportunity,global

Top Word Pairs in Tweet in G1:
[41] #saudiarabia,#saudivision2030
[29] massage,available
[29] massage,full
[29] full,body
[27] available,#jeddah
[27] body,body
[27] body,oil
[27] oil,#saudiarabia
[27] #saudivision2030,#jeddah_massage
[26] #jeddah,#makkah

Top Word Pairs in Tweet in G2:
[70] saudi,arabia
[58] line,#saudivision2030
[26] goals,#saudivision2030
[24] learn,more
[15] #saudivision2030,#pif
[15] crown,prince
[12] #pifstrategy,2021
[12] 2021,2025
[12] line,#pifstrategy
[12] under,#saudivision2030

Top Word Pairs in Tweet in G3:
[33] #saudivision2030,unleashed
[33] unleashed,unprecedented
[33] unprecedented,opportunity
[33] opportunity,global
[33] global,value
[33] value,chains
[33] chains,realign
[33] realign,know
[33] know,role
[33] role,play

Top Word Pairs in Tweet in G4:
[22] led,ministry
[16] ministry,commerce
[14] #nationaltransformationprogram,goals
[13] q1,2022
[13] commerce,saudi
[12] #nationaltransformationprogram,initiatives
[12] initiatives,led
[11] council,ministers
[11] ministers,announces
[11] announces,establishment

Top Word Pairs in Tweet in G5:
[12] #saudiarabia,#greece
[12] #greece,#oott
[12] #oott,#energy
[12] #energy,#saudivision2030
[2] #theline,#neom
[2] #neom,#نيوم
[2] #نيوم,#رؤية_2030
[2] #رؤية_2030,#السعودية
[2] لولا,النفط
[2] ولولا,ولولا

Top Word Pairs in Tweet in G6:
[18] اعجوبة,العجائب
[18] العجائب,قصص
[18] قصص,من
[18] من,#الخيال_العلمي
[18] #الخيال_العلمي,ستصبح
[18] ستصبح,حقيقة
[18] حقيقة,بإذن
[18] بإذن,الله
[18] الله,#ذا_لاين
[18] #ذا_لاين,#the_line

Top Word Pairs in Tweet in G7:
[12] #saudi,general
[12] general,authority
[12] authority,statistics
[12] statistics,kingdom's
[12] kingdom's,economy
[12] economy,expanded
[12] expanded,11
[12] 11,second
[12] second,quarter
[12] quarter,maintaining

Top Word Pairs in Tweet in G8:
[9] #saudivision2030,#france2030
[7] saudi,crown
[5] #saudivision2030,initiated
[5] initiated,saudi
[5] crown,prince
[5] prince,#france2030
[5] #france2030,economic
[5] economic,plan
[5] plan,vectors
[5] vectors,opportunities

Top Word Pairs in Tweet in G9:
[11] future,ksa's
[11] ksa's,tourism
[11] tourism,sector
[11] sector,full
[11] full,opportunities
[11] opportunities,providing
[11] providing,unforgettable
[11] unforgettable,thrilling
[11] thrilling,destination
[11] destination,aviation

Top Word Pairs in Tweet in G10:
[13] nidlp,executing
[13] executing,entities
[13] entities,progressively
[13] progressively,moving
[13] moving,ahead
[13] ahead,towards
[13] towards,achieving
[13] achieving,2030
[13] 2030,targets
[13] targets,bring

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kingsalman
@saudivision2030
@sa_hwy_security
@roshnksa
@neom
@lucidmotors
@site_saudi
@tadawul_group
@ackdconsult
@iau_arch

Top Mentioned in G2:
@saudivision2030
@roshnksa
@tadawul_group
@neom
@site_saudi
@lucidmotors
@elm
@tabadul
@riyadiyatv
@thc_ksa

Top Mentioned in G3:
@gami_ksa

Top Mentioned in G4:
@snbalahli
@investsaudi_ar
@investsaudi

Top Mentioned in G6:
@kingsalman
@ksamofaen
@diplomaticins
@sparegions
@antonioguterres
@un
@rbalsaud

Top Mentioned in G8:
@ca_cib
@md_sulami
@ludovic_pouille
@omrania_ksa
@madeleinehoubar

Top Mentioned in G9:
@rcu_sa

Top Mentioned in G10:
@nidlp_2030

Top Tweeters
Top Tweeters in Entire Graph:
@aljawazatksa
@business
@gdastory
@okonemariam
@missdior456
@esmaanyss
@kaald1941
@snbalahli
@f3_f0
@wsj

Top Tweeters in G1:
@argaamplus
@zeetamilnews
@arabnewsfr
@om_abady7
@loymachedo
@labourpatriot
@karolinalouca
@mj_santos
@euroyengroup
@breaknlinks

Top Tweeters in G2:
@kaald1941
@zainksa
@riyadiyatv
@saudi_gazette
@llthingscitizen
@was3210
@marc_smith
@letsgolucid2022
@hassanalhashimi
@mbs2045

Top Tweeters in G3:
@esmaanyss
@sa55200977
@wj3kdz8txpfykrc
@ialdaej
@saeedz666
@mcgovsa
@selmanotb
@faisalhz3
@halawamark
@ahmed3bdallha

Top Tweeters in G4:
@snbalahli
@meladalklimat
@hnaahh333
@mdmksa
@mesi05187609
@ihsanbuhulaiga
@ioana_str
@romance444
@zewideru1
@fahad14

Top Tweeters in G5:
@missdior456
@f3_f0
@daimond19800
@_3ssm
@maram_mutairiii
@aamm_2614
@s_m_alamri
@kingibrasanoosi
@saudimona55
@nhgfw1060999999

Top Tweeters in G6:
@l7kkfhvjsum6fbx
@hii2w
@abdullahmbs_kas
@ajassimanwar
@mohd_aljohani19
@nawal_raiyes
@un
@ibw_66
@afiframzan
@eng_hossam1992

Top Tweeters in G7:
@okonemariam
@arabnews
@ta_kar
@arabnewspk
@arabnewsjp
@fanazer
@aminzannon
@arnabnsg
@ali45269415
@rashidhasanuni

Top Tweeters in G8:
@najialanbar
@xnaifx90
@md_sulami
@aristophanegomi
@ludovic_pouille
@marseillaiis143
@kobi_om
@de_mugriet
@manelmsalmi
@ca_cib

Top Tweeters in G9:
@ah_iliili
@jamal00193120
@amralmadani
@dryousefalinzi
@abdulaziz2899
@majedaltir
@rcu_sa
@ksuwairi
@muteb_albalawi
@mahorh

Top Tweeters in G10:
@harbi_nh
@kop_ce
@noufiaj
@abdo_kattan
@nyphoon966
@alghamdihosam
@alosaimi_naif
@nidlp_2030
@banjabimohamed
@salem_m0hmd


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