NodeXL, Twitter, 8/28/2021 6:38:08 PM, 260931


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NodeXL Twitter NodeXL SNA Map and Report for Saturday, 28 August 2021 at 17:54 UTC
NodeXL Twitter NodeXL SNA Map and Report for Saturday, 28 August 2021 at 17:54 UTC
From:
Sonia Espinosa
Uploaded on:
August 28, 2021
Short Description:
NodeXL via NodeXL https://bit.ly/3zq7Kkd
@mihkal
@nodexl
@michaelbathurst
@docassar
@hashtagmarketi7
@salhaj
@godfrey_g_
@smr_foundation
@chidambara09
@mlgg2

Top hashtags:
#nodexl
#phdchat
#socialmedia
#scicomm
#bigdata
#redessociales
#linux
#gephi
#datascience

Description:
Description
The graph represents a network of 623 Twitter users whose recent tweets contained "NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Saturday, 28 August 2021 at 17:55 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 51-minute period from Friday, 20 August 2021 at 14:22 UTC to Saturday, 28 August 2021 at 17:13 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 : 623
Unique Edges : 1862
Edges With Duplicates : 2792
Total Edges : 4654
Number of Edge Types : 5
Retweet : 453
MentionsInRetweet : 2728
Replies to : 61
Mentions : 1371
Tweet : 41
Self-Loops : 53
Reciprocated Vertex Pair Ratio : 0.0465489566613162
Reciprocated Edge Ratio : 0.0889570552147239
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 618
Maximum Edges in a Connected Component : 4649
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.975925
Graph Density : 0.00673021837081232
Modularity : 0.358733
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 623 Twitter users whose recent tweets contained "NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Saturday, 28 August 2021 at 17:55 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 51-minute period from Friday, 20 August 2021 at 14:22 UTC to Saturday, 28 August 2021 at 17:13 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 : NodeXL
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:
[103] https://www.eventbrite.com/e/introduction-to-nodexl-social-media-network-analysis-with-a-few-clicks-tickets-164533254393?keep_tld=1
[46] https://www.eventbrite.co.uk/e/social-media-research-summer-school-recording-tickets-167997806963
[28] https://www.eventbrite.com/e/social-media-research-summer-school-recording-tickets-167997806963
[26] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260846
[21] https://www.eventbrite.com/e/workshop-on-using-nodexl-to-develop-a-research-paper-tickets-165807880835?aff=eand
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260732
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260335
[8] https://www.youtube.com/watch?v=mkT-iLlFlZs&feature=youtu.be


Top URLs in Tweet in G1:
[101] https://www.eventbrite.com/e/introduction-to-nodexl-social-media-network-analysis-with-a-few-clicks-tickets-164533254393?keep_tld=1
[46] https://www.eventbrite.co.uk/e/social-media-research-summer-school-recording-tickets-167997806963
[28] https://www.eventbrite.com/e/social-media-research-summer-school-recording-tickets-167997806963
[21] https://www.eventbrite.com/e/workshop-on-using-nodexl-to-develop-a-research-paper-tickets-165807880835?aff=eand
[20] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260846
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260732
[8] https://www.youtube.com/watch?v=mkT-iLlFlZs&feature=youtu.be

[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260690

Top URLs in Tweet in G2:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260899
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260898
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260916
[1] https://www.eventbrite.com/e/introduction-to-nodexl-social-media-network-analysis-with-a-few-clicks-tickets-164533254393?keep_tld=1
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260873
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260837
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260876
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260882
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260913
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260874

Top URLs in Tweet in G3:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260335
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260207
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260846
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260732
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259723
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260117
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259903
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260730
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260853
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260155

Top URLs in Tweet in G4:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260732
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260846
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260679
[5] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260832
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260853
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259151
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260730
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260731
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259844

Top URLs in Tweet in G7:
[4] https://journals.sagepub.com/doi/full/10.1177/09732586211002927?cookieSet=1
[1] https://journals.sagepub.com/doi/full/10.1177/09732586211034929?cookieSet=1

Top URLs in Tweet in G8:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254636
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260732

Top URLs in Tweet in G10:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209135

Top Domains
Top Domains in Tweet in Entire Graph:
[204] nodexlgraphgallery.org
[152] eventbrite.com
[46] co.uk
[26] wordpress.com
[12] mtr.cool
[11] youtube.com
[6] gijn.org
[5] sagepub.com
[2] powerbi.com
[2] twitter.com

Top Domains in Tweet in G1:
[150] eventbrite.com
[102] nodexlgraphgallery.org
[46] co.uk
[20] wordpress.com
[12] mtr.cool
[11] youtube.com
[6] gijn.org
[2] powerbi.com
[1] twitter.com

Top Domains in Tweet in G2:
[15] nodexlgraphgallery.org
[1] eventbrite.com

Top Domains in Tweet in G3:
[29] nodexlgraphgallery.org
[1] urantia.org
[1] wordpress.com
[1] eventbrite.com

Top Domains in Tweet in G4:
[52] nodexlgraphgallery.org
[5] wordpress.com
[1] twitter.com

Top Domains in Tweet in G7:
[5] sagepub.com

Top Domains in Tweet in G8:
[2] nodexlgraphgallery.org

Top Domains in Tweet in G10:
[1] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[267] nodexl
[179] phdchat
[144] socialmedia
[75] scicomm
[63] bigdata
[62] redessociales
[60] linux
[52] gephi
[51] datascience
[47] flutter



Top Hashtags in Tweet in G1:
[243] nodexl
[175] phdchat
[97] socialmedia
[74] scicomm
[60] redessociales
[39] datascience
[38] academictwitter
[37] gephi
[37] ahoranodexlhablaespañol
[32] seohashtag

Top Hashtags in Tweet in G2:
[3] budjettiriihi
[3] ilmastokriisi
[3] sentinel2
[2] cop15
[2] slsk2021
[2] jukolanviesti
[2] keskusta
[2] maahanmuutto
[2] datteln4
[1] post2020

Top Hashtags in Tweet in G3:
[43] linux
[43] flutter
[39] innovation
[26] hrcommunity
[25] socialmedia
[23] hrtech
[21] research
[20] bigdata
[18] machinelearning
[15] nodexl

Top Hashtags in Tweet in G4:
[13] bigdata
[11] socialmedia
[10] gephi
[9] twitter
[9] ai
[9] machinelearning
[7] nodexl
[6] iiot
[6] datascience
[5] linux

Top Hashtags in Tweet in G5:
[26] 3d
[26] augmentedreality
[26] digital
[26] vr
[26] ar
[26] virtualreality
[26] automation
[26] digitaltransformation
[26] automotive
[26] selfdrivingcars

Top Hashtags in Tweet in G6:
[9] bigdata
[9] twitter
[9] linux
[9] 100daysofcode
[9] womenwhocode
[9] socialmedia

Top Hashtags in Tweet in G7:
[1] iscteiul

Top Hashtags in Tweet in G8:
[2] socialmedia
[1] digitalmarketing
[1] marketing
[1] seo
[1] business
[1] nodexl
[1] ai
[1] phdchat
[1] bigdata
[1] influencer

Top Hashtags in Tweet in G9:
[6] kindnessmatter
[6] machinelearning
[6] workinprogress
[6] sundayvibes
[6] shoutmgb
[6] sundaymorning
[6] simplythebest
[3] happynewweek
[3] thebest

Top Hashtags in Tweet in G10:
[1] gijc19
[1] ddj
[1] gsla19
[1] data
[1] yemen
[1] journalism
[1] россии
[1] chile
[1] giletsjaunes
[1] mexico

Top Words
Top Words in Tweet in Entire Graph:
[559] nodexl
[325] #nodexl
[205] #phdchat
[196] smr_foundation
[180] #socialmedia
[178] hashtags
[175] social
[145] school
[141] online
[137] summer

Top Words in Tweet in G1:
[275] #nodexl
[209] nodexl
[185] #phdchat
[172] social
[152] smr_foundation
[145] school
[141] online
[137] summer
[131] event
[127] media

Top Words in Tweet in G2:
[15] nodexl
[15] hashtags
[5] keskusta
[5] eijaniskanen1
[4] #budjettiriihi
[4] #ilmastokriisi
[4] #sentinel2
[3] social
[3] media
[3] kurvisentwiit

Top Words in Tweet in G3:
[89] nodexl
[43] #linux
[43] #flutter
[39] #innovation
[36] rootnk
[33] michaelbathurst
[31] #hrtech
[31] hrcurator
[29] drjdrooghaag
[28] #socialmedia

Top Words in Tweet in G4:
[137] nodexl
[44] hashtags
[41] chidambara09
[41] #ai
[39] #bigdata
[35] salhaj
[32] mlgg2
[32] michaelbathurst
[32] #datascience
[30] #nodexl

Top Words in Tweet in G5:
[40] nodexl
[40] williamstim
[40] jamesmarland
[40] katharina_lamsa
[27] nissan
[27] samighazali
[26] #3d
[26] #augmentedreality
[26] drivers
[26] avoids

Top Words in Tweet in G6:
[36] nodexl
[18] mlgg2
[18] salhaj
[9] michaelbathurst
[9] mihkal
[9] smr_foundation
[9] docassar
[9] hashtagmarketi7
[9] visionzero_tech
[9] bbcworld

Top Words in Tweet in G7:
[5] aejmc
[5] aejmc_prd
[5] icahdq
[5] nodexl
[5] natcomm
[4] read
[4] neoliberal
[4] governmentality
[4] wage
[4] migrant

Top Words in Tweet in G8:
[4] nodexl
[2] hashtags
[2] #socialmedia

Top Words in Tweet in G9:
[15] wrix2
[15] edward733
[15] brucevh
[15] scanmarket
[15] ambermac
[15] jeremyhl
[15] nodexl
[13] mel_m8
[13] kugey
[13] dannygautama

Top Words in Tweet in G10:
[2] gijn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[137] summer,school
[130] social,media
[81] hashtags,#nodexl
[74] view,11
[74] 11,hours
[74] hours,tuition
[74] meetings,online
[74] online,60
[74] 60,day
[74] day,#nodexl

Top Word Pairs in Tweet in G1:
[137] summer,school
[127] social,media
[74] view,11
[74] 11,hours
[74] hours,tuition
[74] meetings,online
[74] online,60
[74] 60,day
[74] day,#nodexl
[74] #nodexl,pro

Top Word Pairs in Tweet in G2:
[3] social,media
[3] nodexl,keskusta
[2] lang,nodexl
[2] keskusta,nodexl
[2] keskusta,kurvisentwiit
[2] kurvisentwiit,rikkinensirpa
[2] rikkinensirpa,antti_tonteri
[2] antti_tonteri,vihreat
[2] vihreat,annikasaarikko
[2] annikasaarikko,jojalonen

Top Word Pairs in Tweet in G3:
[25] #linux,#flutter
[15] nodexl,humanre41270855
[15] digitalmehmet,yuhelenyu
[15] yuhelenyu,drjdrooghaag
[15] drjdrooghaag,nodexl
[15] nodexl,bethfratesmd
[15] bethfratesmd,brianjjackson
[14] hanseckman,rootnk
[14] lorimoreno,digitalmehmet
[13] #innovation,#analytics

Top Word Pairs in Tweet in G4:
[26] michaelbathurst,mihkal
[24] docassar,hashtagmarketi7
[23] hashtags,#nodexl
[20] salhaj,docassar
[20] nodexl,nodexl
[19] hashtagmarketi7,mlgg2
[18] mihkal,nodexl
[18] nodexl,smr_foundation
[18] mlgg2,visionzero_tech
[16] chidambara09,michaelbathurst

Top Word Pairs in Tweet in G5:
[40] nodexl,williamstim
[40] williamstim,jamesmarland
[40] jamesmarland,katharina_lamsa
[27] samighazali,nodexl
[26] #3d,#augmentedreality
[26] #augmentedreality,drivers
[26] drivers,avoids
[26] avoids,blind
[26] blind,spots
[26] spots,save

Top Word Pairs in Tweet in G6:
[9] mlgg2,salhaj
[9] salhaj,michaelbathurst
[9] michaelbathurst,mihkal
[9] mihkal,nodexl
[9] nodexl,smr_foundation
[9] smr_foundation,docassar
[9] docassar,hashtagmarketi7
[9] hashtagmarketi7,visionzero_tech
[9] visionzero_tech,bbcworld
[9] bbcworld,uoftmedicine

Top Word Pairs in Tweet in G7:
[5] aejmc,aejmc_prd
[4] read,neoliberal
[4] neoliberal,governmentality
[4] governmentality,wage
[4] wage,migrant
[4] migrant,labor
[4] labor,india
[4] india,singapore
[4] singapore,author
[4] author,mjdutt

Top Word Pairs in Tweet in G9:
[15] wrix2,edward733
[15] edward733,brucevh
[15] brucevh,scanmarket
[15] jeremyhl,nodexl
[13] mel_m8,wrix2
[13] scanmarket,kugey
[13] kugey,ambermac
[13] ambermac,dannygautama
[12] tripletsfan19,jeremyhl
[10] dannygautama,tripletsfan19

Top Replied-To
Top Replied-To in Entire Graph:
@michaelbathurst
@mlgg2
@grjenkin
@docassar
@salhaj
@karen_elenap
@nodexlacademy
@allhoff_joachim
@domingonarvaez1
@ronald_vanloon

Top Replied-To in G1:
@allhoff_joachim
@nodexlacademy
@marcowenjones
@grjenkin
@salhaj
@mlgg2
@michaelbathurst
@nawazfaisal_ai

Top Replied-To in G3:
@michaelbathurst
@fwdhumanity
@docassar
@rootnk

Top Replied-To in G4:
@mlgg2
@docassar
@salhaj
@grjenkin
@michaelbathurst
@domingonarvaez1
@enricomolinari

Top Replied-To in G5:
@ronald_vanloon
@vivekwiz

Top Replied-To in G6:
@mlgg2

Top Replied-To in G9:
@michaelbathurst

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@smr_foundation
@chidambara09
@michaelbathurst
@verukita1
@docassar
@hashtagmarketi7
@salhaj
@allhoff_joachim
@mihkal

Top Mentioned in G1:
@smr_foundation
@nodexl
@verukita1
@chidambara09
@allhoff_joachim
@nodexlacademy
@docassar
@michaelbathurst
@hashtagmarketi7
@gephi

Top Mentioned in G2:
@eijaniskanen1
@keskusta
@kurvisentwiit
@mustapipa
@kokoomus
@rikkinensirpa
@antti_tonteri
@vihreat
@annikasaarikko
@jojalonen

Top Mentioned in G3:
@nodexl
@rootnk
@hrcurator
@drjdrooghaag
@michaelbathurst
@digitalmehmet
@infotechrg
@humanre41270855
@brucevh
@kirkdborne

Top Mentioned in G4:
@nodexl
@chidambara09
@michaelbathurst
@salhaj
@mihkal
@smr_foundation
@hashtagmarketi7
@docassar
@mlgg2

Top Mentioned in G5:
@nodexl
@williamstim
@jamesmarland
@katharina_lamsa
@nissan
@samighazali
@visualcap
@mvollmer1
@lucindarhenry1
@tesla

Top Mentioned in G6:
@salhaj
@michaelbathurst
@mihkal
@nodexl
@smr_foundation
@docassar
@hashtagmarketi7
@bbcworld
@uoftmedicine

Top Mentioned in G7:
@aejmc
@aejmc_prd
@icahdq
@nodexl
@natcomm
@mjdutt
@masseyuni
@masseyunihealth
@masseyunipress
@ucfnscm

Top Mentioned in G8:
@jfsebastian146
@digitalbotrt
@cryptobankafric
@vikram_bot
@prosper_kenn
@tamaramccleary
@thepeopleshubuk
@ipfconline1
@davepperlmutter
@gotchamobi

Top Mentioned in G9:
@wrix2
@edward733
@brucevh
@scanmarket
@ambermac
@jeremyhl
@nodexl
@mel_m8
@kugey
@dannygautama

Top Mentioned in G10:
@gijn
@stachanna
@gijnafrica
@healthangel999
@soficorreia
@preventpapers
@gijnru
@theicir
@budgitng
@gijnarabic

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@femtech_
@xaelbot
@vjboopathickpt
@evankirstel
@davepperlmutter
@lorimoreno
@reuters

Top Tweeters in G1:
@vjboopathickpt
@googleexpertuk
@amor_vuelvetx
@fabriciosx
@nytimes
@washingtonpost
@corona_ssyt
@bar_zie
@s_msonia
@whysharksmatter

Top Tweeters in G2:
@wwf
@anselmonadir
@iltasanomat
@jantunenkaarina
@yleuutiset
@eijaniskanen1
@hsfi
@rsalonen92
@parents4future
@aamulehti

Top Tweeters in G3:
@femtech_
@evankirstel
@lorimoreno
@ipythonistabot
@andrewmorrisuk
@jfsebastian146
@nicochan33
@humanre41270855
@brucevh
@thecuriousluke

Top Tweeters in G4:
@sectest9
@cybersec_feeds
@chidambara09
@reuters
@guardian
@huffpost
@skynews
@godfrey_g_
@valaafshar
@foxnews

Top Tweeters in G5:
@enrirosasdiaz
@jeffreyawillia4
@robotconsumer
@apk_ninja
@mvollmer1
@ronald_vanloon
@tdotmonkey
@userexperienceu
@steffanoferrari
@antiigorechek72

Top Tweeters in G6:
@xaelbot
@morolswediu
@globeandmail
@devvibesbot
@djangobot_
@coderretweet
@cnn
@bbcworld
@botfemale
@xhnews

Top Tweeters in G7:
@un
@syracuseu
@ilo
@masseyuni
@devinasarwatay
@natcomm
@unescoeu
@icahdq
@iscteiul
@mjdutt

Top Tweeters in G8:
@davepperlmutter
@ipfconline1
@prosper_kenn
@grjenkin
@tamaramccleary
@digitalbotrt
@vikram_bot
@thepeopleshubuk
@gotchamobi
@cryptobankafric

Top Tweeters in G9:
@tripletsfan19
@edward733
@sherylprattera
@wrix2
@kugey
@ambermac
@dannygautama
@babybondgirl
@mel_m8
@scanmarket

Top Tweeters in G10:
@stachanna
@preventpapers
@budgitng
@healthangel999
@theicir
@gijn
@gijnarabic
@soficorreia
@gijnru


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