NodeXL, Twitter, 8/16/2023 3:48:50 PM, 292252


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NodeXL Twitter NodeXL SNA Map and Report for Wednesday, 16 August 2023 at 15:47 UTC
NodeXL Twitter NodeXL SNA Map and Report for Wednesday, 16 August 2023 at 15:47 UTC
From:
marc_smith
Uploaded on:
August 16, 2023
Short Description:
NodeXL via NodeXL https://bit.ly/3sdErCZ
@nodexl
@threadreaderapp
@smr_foundation
@pinakilaskar
@activithink
@nodexlacademy
@jeremyhl
@gijnru
@shoutmgb
@nodexl_mktng

Top hashtags:
#PhDChat
#NodeXL
#nodexl
#AcademicChatter
#socialmedia
#journalism
#phdchat

Description:
Description
The graph represents a network of 296 Twitter users whose recent tweets contained "NodeXL", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 5/1/2023 12:00:00 AM and 8/16/2023 12:00:00 AM. The network was obtained from Twitter on Wednesday, 16 August 2023 at 15:48 UTC.

The tweets in the network were tweeted over the 426-day, 17-hour, 52-minute period from Wednesday, 15 June 2022 at 14:56 UTC to Wednesday, 16 August 2023 at 08:48 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 296
Unique Edges : 233
Edges With Duplicates : 641
Total Edges : 874
Number of Edge Types : 7
MentionsInReplyTo : 386
Mentions : 234
Replies to : 52
Tweet : 169
MentionsInQuoteReply : 13
Quote : 10
MentionsInQuote : 10
Self-Loops : 192
Reciprocated Vertex Pair Ratio : 0.0434782608695652
Reciprocated Edge Ratio : 0.0833333333333333
Connected Components : 35
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 219
Maximum Edges in a Connected Component : 776
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.430818
Graph Density : 0.00439761795693999
Modularity : 0.375172
NodeXL Version : 1.0.1.519
Data Import : The graph represents a network of 296 Twitter users whose recent tweets contained "NodeXL", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 5/1/2023 12:00:00 AM and 8/16/2023 12:00:00 AM. The network was obtained from Twitter on Wednesday, 16 August 2023 at 15:48 UTC.

The tweets in the network were tweeted over the 426-day, 17-hour, 52-minute period from Wednesday, 15 June 2022 at 14:56 UTC to Wednesday, 16 August 2023 at 08:48 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[43] https://www.eventbrite.com/e/2023-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-544259222987?aff=ebdsoporgprofile
[37] https://www.eventbrite.com/e/introduction-to-nodexl-for-researchers-and-journalists-tickets-573180196397?aff=ebdsoporgprofile
[18] https://eventbrite.com/e/2023-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-544259222987?aff=ebdsoporgprofile
[10] https://www.eventbrite.com/e/2023-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-544259222987
[8] https://www.eventbrite.com/e/introduction-to-nodexl-for-researchers-and-journalists-tickets-573180196397?aff=eand
[7] https://eventbrite.com/e/2023-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-544259222987
[5] http://bit.ly/GetNodeXL
[5] https://www.eventbrite.com/e/introduction-to-nodexl-for-researchers-and-journalists-tickets-573180196397
[4] https://www.smrfoundation.org/2023/05/05/nodexl-pro-adds-import-from-tweetbinder/
[4] https://mediaresearchinstitute.wordpress.com

Top URLs in Tweet in G1:
[4] https://threadreaderapp.com/thread/1681259309236117504.html
[2] https://threadreaderapp.com/please/help

Top URLs in Tweet in G2:
[3] https://www.smrfoundation.org/2023/05/05/nodexl-pro-adds-import-from-tweetbinder/
[1] http://bit.ly/emmsecommtw
[1] https://mtr.cool/awfeapmfiy
[1] https://mtr.cool/znmisdkvkt
[1] https://mtr.cool/qyzpvyebbm
[1] https://mtr.cool/zwhjxtawmx
[1] https://mtr.cool/wgdufzrgzm
[1] https://mtr.cool/abiqrmpbmd
[1] https://mtr.cool/ynriqoarch
[1] https://mtr.cool/aawjyvznbx

Top URLs in Tweet in G3:
[43] https://www.eventbrite.com/e/2023-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-544259222987?aff=ebdsoporgprofile
[37] https://www.eventbrite.com/e/introduction-to-nodexl-for-researchers-and-journalists-tickets-573180196397?aff=ebdsoporgprofile
[18] https://eventbrite.com/e/2023-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-544259222987?aff=ebdsoporgprofile
[8] https://www.eventbrite.com/e/introduction-to-nodexl-for-researchers-and-journalists-tickets-573180196397?aff=eand
[7] https://www.eventbrite.com/e/2023-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-544259222987
[7] https://eventbrite.com/e/2023-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-544259222987
[5] https://www.eventbrite.com/e/introduction-to-nodexl-for-researchers-and-journalists-tickets-573180196397
[3] https://www.eventbrite.com/e/nodexl-tickets-168047417349
[3] https://eventbrite.com/e/introduction-to-nodexl-for-researchers-and-journalists-tickets-573180196397?aff=eand
[2] https://bit.ly/3rLf4Z4

Top URLs in Tweet in G4:
[3] https://lookerstudio.google.com/overview
[2] https://www.eventbrite.com/e/2023-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-544259222987
[1] https://lobbypedia.de/wiki/Parteispenden-datenbank
[1] https://www.smrfoundation.org/nodexl-pro-tutorial-import-reddit-networks/
[1] https://medium.com/@vespinozag/nodexl-network-analysis-can-be-made-simpler-876ce07d46f2
[1] https://medium.com/@vespinozag/how-to-visualize-a-spotify-network-in-gephi-in-just-a-few-steps-1c0d0be3a12b
[1] https://rkabacoff.github.io/datavis/
[1] https://library.oapen.org/handle/20.500.12657/22273
[1] https://www.loc.gov/item/2019666900/
[1] https://www.taylorfrancis.com/books/oa-mono/10.4324/9780429056413/big-data-qualitative-research-kathy-mills

Top URLs in Tweet in G5:
[4] http://bit.ly/GetNodeXL
[4] https://mediaresearchinstitute.wordpress.com
[1] https://www.eventbrite.com/e/2023-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-544259222987
[1] http://bit.ly/NodeXLMaps
[1] https://nodexlgraphgallery.org/Pages/Default.aspx
[1] https://www.amazon.com/dp/B004CRSN8I
[1] https://www.rankred.com/free-social-network-analysis-tools/
[1] https://deta.hateblo.jp/entry/2013/10/19/003601
[1] https://nodexl.com/nodexl-data-importers-social-network-analysis-reporting-network-visualization
[1] https://mediaresearchinstitute.wordpress.com/forschung-einb

Top URLs in Tweet in G6:
[1] https://bit.ly/457scqc
[1] https://bit.ly/3OSFbpT

Top URLs in Tweet in G9:
[2] https://tinyurl.com/54ze7kpt
[1] http://tinyurl.com/54ze7kpt

Top Domains
Top Domains in Tweet in Entire Graph:
[139] eventbrite.com
[17] bit.ly
[9] smrfoundation.org
[9] mtr.cool
[6] threadreaderapp.com
[5] wordpress.com
[4] nodexlgraphgallery.org
[3] twitter.com
[3] google.com
[3] tinyurl.com

Top Domains in Tweet in G1:
[6] threadreaderapp.com

Top Domains in Tweet in G2:
[9] mtr.cool
[4] smrfoundation.org
[3] bit.ly
[1] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[136] eventbrite.com
[4] bit.ly
[3] smrfoundation.org
[2] nodexlgraphgallery.org
[2] powerbi.com
[2] twitter.com
[1] sciencedirect.com
[1] co.uk
[1] aejmc.org
[1] co.kr

Top Domains in Tweet in G4:
[3] google.com
[3] medium.com
[2] eventbrite.com
[1] lobbypedia.de
[1] smrfoundation.org
[1] github.io
[1] oapen.org
[1] loc.gov
[1] taylorfrancis.com
[1] twitter.com

Top Domains in Tweet in G5:
[6] bit.ly
[5] wordpress.com
[1] eventbrite.com
[1] nodexlgraphgallery.org
[1] amazon.com
[1] rankred.com
[1] hateblo.jp
[1] nodexl.com
[1] qq.com
[1] instagr.am

Top Domains in Tweet in G6:
[2] bit.ly

Top Domains in Tweet in G9:
[3] tinyurl.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[111] PhDChat
[84] NodeXL
[74] nodexl
[68] AcademicChatter
[53] socialmedia
[36] journalism
[21] phdchat
[21] AcademicTwitter
[18] DataScience
[15] summerschool



Top Hashtags in Tweet in G2:
[7] NodeXL
[5] Twitter
[3] SEOHashtag
[2] WCBCN
[2] nodexl
[2] NODEXL
[2] redessociales
[2] hashtags
[2] Hashtag
[2] Keywords

Top Hashtags in Tweet in G3:
[111] PhDChat
[68] AcademicChatter
[62] NodeXL
[60] nodexl
[49] socialmedia
[36] journalism
[19] phdchat
[13] AcademicTwitter
[13] summerschool
[9] YouTube

Top Hashtags in Tweet in G4:
[11] NodeXL
[9] networkscience
[9] DataVisualization
[9] PhD
[9] DataScience
[8] AcademicTwitter
[7] neuroscience
[7] AI
[6] machinelearning
[5] postdoc

Top Hashtags in Tweet in G5:
[6] MediaResearchInstitute
[6] Gephi
[6] Nodexl
[6] RStats
[6] DataScience
[6] MachineLearning
[5] TwitterResearchProject
[5] socialnetwork
[5] ML
[3] NodeXL

Top Hashtags in Tweet in G6:
[2] rasismi
[2] persut
[2] hallitus
[2] perussuomalaiset
[1] puoluekokous
[1] politiikka
[1] Auschwitz
[1] vieraslajit
[1] hallituskriisi
[1] äärioikeisto

Top Hashtags in Tweet in G7:
[2] AutonomousVehicles
[1] Electriccars
[1] environment
[1] business
[1] Sustainability
[1] climatechange
[1] ESG
[1] AI
[1] CX
[1] SelfDrivingCars

Top Hashtags in Tweet in G9:
[8] nodexl
[6] selenium
[4] prodomosua
[3] musei
[3] wordle
[2] museumweek2023
[2] gephi
[1] pontesullostretto
[1] trivago
[1] hashtag

Top Words
Top Words in Tweet in Entire Graph:
[197] nodexl
[170] #nodexl
[154] data
[132] #phdchat
[98] social
[85] summer
[81] pro
[79] using
[72] research
[69] #academicchatter

Top Words in Tweet in G1:
[8] fayemi_olu
[6] nodexl
[4] tagteam_tweets
[4] unroll
[4] carmagazine
[4] lenosgarage
[4] adbusters
[4] jackd
[4] lloydsbank
[4] cushwakenyc

Top Words in Tweet in G2:
[15] nodexl
[13] #nodexl
[9] data
[8] tweetbinder
[6] twitter
[5] cen4infores
[5] #twitter
[5] pro
[5] bendobrown
[5] conversaciones

Top Words in Tweet in G3:
[136] data
[130] #phdchat
[122] #nodexl
[113] nodexl
[86] social
[82] summer
[71] pro
[70] research
[70] using
[69] #academicchatter

Top Words in Tweet in G4:
[14] nodexl
[13] #nodexl
[9] #datavisualization
[9] #datascience
[9] #networkscience
[9] co
[9] #phd
[8] #academictwitter
[8] looker
[7] #ai

Top Words in Tweet in G5:
[17] nodexl
[11] #nodexl
[9] social
[7] tweets
[7] networks
[6] #gephi
[6] analysis
[6] using
[6] #datascience
[6] #machinelearning

Top Words in Tweet in G6:
[3] #rasismi
[3] persut
[2] #perussuomalaiset
[2] nodexl
[2] sfprkp
[2] hsfi
[2] #persut
[2] hashtags
[2] top
[2] #hallitus

Top Words in Tweet in G7:
[3] thinkers360
[3] pecb
[3] nodexl
[3] officialindiaai
[3] iotcommunity
[3] _thinkbot
[3] automotive_news
[3] onalytica
[3] towards_ai
[3] guidaautonoma

Top Words in Tweet in G8:
[5] michaelbathurst
[4] hrcurator
[4] hiqutipie
[4] hanseckman
[4] simplytimtv
[4] davidgogoblues
[4] 2cshadowfox
[4] nodexl
[4] optiongirl
[4] markbird17

Top Words in Tweet in G9:
[8] #nodexl
[6] 2023
[6] #selenium
[4] hashtag
[4] #prodomosua
[3] #wordle
[3] gennaio
[3] #musei
[2] cinquegrani
[2] 2021

Top Words in Tweet in G10:
[2] sacar
[2] grafo
[2] cambios
[2] nodexl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[78] nodexl,pro
[67] social,media
[66] #phdchat,#academicchatter
[55] summer,school
[50] using,nodexl
[45] #socialmedia,data
[45] #academicchatter,#nodexl
[43] media,data
[41] few,clicks
[38] half,day

Top Word Pairs in Tweet in G1:
[4] villagevoice,jack
[4] _garageitalia_,gefranchise
[4] dubmagazine,freescale
[4] lenosgarage,mgmotorin
[4] cushwakeretail,hotimportnights
[4] autozone,lenosgarage
[4] tagteam_tweets,installernetmx
[4] adbusters,cushwakenyc
[4] boschautona,autozone
[4] unrollhelper,adbusters

Top Word Pairs in Tweet in G2:
[5] bendobrown,osint_research
[5] osint_research,cen4infores
[4] conversaciones,#twitter
[4] twitter,data
[3] #nodexl,pro
[3] brandwatch,tweetbinder
[2] polarizadas,conversaciones
[2] nodexl,netnocon
[2] yatebyalublyu,nodexl
[2] conoce,mapa

Top Word Pairs in Tweet in G3:
[71] nodexl,pro
[66] #phdchat,#academicchatter
[64] social,media
[52] summer,school
[45] #academicchatter,#nodexl
[45] #socialmedia,data
[44] using,nodexl
[42] media,data
[38] half,day
[38] few,clicks

Top Word Pairs in Tweet in G4:
[8] #academictwitter,#networkscience
[7] #networkscience,#datavisualization
[7] #datavisualization,#phd
[7] #datascience,#neuroscience
[6] #machinelearning,#datascience
[5] #neuroscience,#ai
[4] data,source
[4] #opensource,#machinelearning
[4] #phd,#socialscience
[3] networks,nodexl

Top Word Pairs in Tweet in G5:
[6] #datascience,#machinelearning
[6] #gephi,#nodexl
[5] #nodexl,#rstats
[5] nodexl,insights
[5] #mediaresearchinstitute,#twitterresearchproject
[5] using,nodexl
[5] social,network
[5] #machinelearning,#ml
[5] #rstats,#socialnetwork
[4] insights,networks

Top Word Pairs in Tweet in G6:
[2] top,hashtags
[2] #rasismi,#persut
[2] hashtags,#rasismi

Top Word Pairs in Tweet in G7:
[3] automotive_news,mkai_org
[3] pecb,nodexl
[3] thinkers360,officialindiaai
[3] towards_ai,automotive_news
[3] officialindiaai,onalytica
[3] mkai_org,kcore_analytics
[3] onalytica,towards_ai
[3] guidaautonoma,iotcommunity
[3] kcore_analytics,pecb
[2] deeplearningai_,_thinkbot

Top Word Pairs in Tweet in G8:
[4] hanseckman,markbird17
[4] hiqutipie,ginabella
[4] optiongirl,nodexl
[4] nodexl,hanseckman
[4] hrcurator,optiongirl
[4] davidgogoblues,kitchenerblues
[4] michaelbathurst,2cshadowfox
[4] 2cshadowfox,davidgogoblues
[4] kitchenerblues,hiqutipie
[3] simplytimtv,thank

Top Word Pairs in Tweet in G9:
[2] hashtag,#nodexl
[2] #selenium,#nodexl
[2] #prodomosua,#nodexl
[2] co,tnfzif0pmv
[2] cinquegrani,fromalias
[2] giugno,2023
[2] gennaio,giugno
[2] fernando,cinquegrani
[2] #musei,#wordle
[2] #selenium,#prodomosua

Top Word Pairs in Tweet in G10:
[2] sacar,grafo

Top Replied-To
Top Replied-To in Entire Graph:
@nodexlacademy
@juepachon
@michaelbathurst
@nodexl
@osintarabic
@fezzikfella
@luisassardo
@elonmusk

Top Replied-To in G1:

Top Replied-To in G2:
@osintarabic
@nodexlacademy
@himesaka__
@bendobrown
@nodexl_mktng
@hashtagmarketi7
@nodexl

Top Replied-To in G3:
@nodexlacademy
@nodexl
@shahnonsalleh
@yatebyalublyu
@jminstitute
@amyritchart
@jeremyhl

Top Replied-To in G4:
@juepachon
@luisassardo
@verukita1

Top Replied-To in G5:
@hanssars8

Top Replied-To in G6:
@persut

Top Replied-To in G8:
@michaelbathurst
@sunflwrgirl2

Top Replied-To in G10:
@congosto
@carmelarios

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@marc_smith
@digitalspacelab
@verukita1
@alexfenton
@netnocon
@cristinavas
@kozinets
@aleksejheinze
@georgette_eaton

Top Mentioned in G1:
@nodexl
@unrollhelper
@adbusters
@cushwakenyc
@cushwakeretail
@hotimportnights
@dubmagazine
@freescale
@boschautona
@autozone

Top Mentioned in G2:
@osint_research
@cen4infores
@nodexl
@bendobrown
@tweetbinder
@nodexl_mktng
@activithink
@yuridaisuki25
@mnmnoooo
@tweetbinderes

Top Mentioned in G3:
@marc_smith
@digitalspacelab
@verukita1
@nodexl
@alexfenton
@netnocon
@cristinavas
@kozinets
@aleksejheinze
@georgette_eaton

Top Mentioned in G4:
@kumupowered
@gephi
@marc_smith
@digitalspacelab
@verukita1
@brandwatch
@meltwater
@brand24
@talkwalker
@graphext

Top Mentioned in G6:
@sfprkp
@anna_maja
@hsfi
@halla_aho
@ir_rkp
@kokoomus
@mauripeltokang2
@kokkoismo
@leena_meri
@joakimvigelius

Top Mentioned in G7:
@guidaautonoma
@iotcommunity
@thinkers360
@officialindiaai
@onalytica
@towards_ai
@automotive_news
@mkai_org
@kcore_analytics
@pecb

Top Mentioned in G8:
@2cshadowfox
@davidgogoblues
@kitchenerblues
@hiqutipie
@ginabella
@hrcurator
@optiongirl
@nodexl
@hanseckman
@markbird17

Top Mentioned in G9:
@fromalias
@explorerlento
@arwinjseaman
@gisellanaturale
@barbarab1974fan
@siriomerenda
@cicciocarito
@tempoweb
@beppesarno

Top Mentioned in G10:
@numeroteca
@soymmadrigal
@nodexl
@barripdmx
@malditobulo

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@unrollhelper
@tripletsfan19
@raulpacheco
@witchhusband
@lloydsbank
@slackhq
@shoutmgb
@yleuutiset
@hsfi

Top Tweeters in G1:
@threadreaderapp
@unrollhelper
@lloydsbank
@slackhq
@adweek
@villagevoice
@f6s
@forttroff
@tumblr
@carmagazine

Top Tweeters in G2:
@albertoemachado
@sproutsocial
@micasabja
@activithink
@fromdoppler
@jjhbrands
@mjandersen
@metricool_es
@hashtagmarketi7
@juanguiram

Top Tweeters in G3:
@raulpacheco
@jeremyhl
@willthewordguy
@sprinklr
@shahnonsalleh
@erich13
@mollyyanity
@aejmc
@kiirtanrosario
@was3210

Top Tweeters in G4:
@tripletsfan19
@witchhusband
@shoutmgb
@eli_krumova
@ccooke6685
@thartman2u
@meltwater
@brandwatch
@talkwalker
@juepachon

Top Tweeters in G5:
@actualites_nrv
@hanssars8
@martinsabry
@chuchomendozam
@pconsultingasia
@ms_robertson84
@dr_who
@mls_ahmed
@boylexwokw
@draminayonis

Top Tweeters in G6:
@yleuutiset
@hsfi
@dimmu141
@ullakaukola
@kokoomus
@mihkal
@joakimvigelius
@persut
@ir_rkp
@anna_maja

Top Tweeters in G7:
@_thinkbot
@automotive_news
@onalytica
@thinkers360
@guidaautonoma
@towards_ai
@fisheyebox
@pinakilaskar
@vivatech
@officialindiaai

Top Tweeters in G8:
@michaelbathurst
@hrcurator
@hiqutipie
@optiongirl
@chrismontmusic
@davidgogoblues
@ginabella
@littletoright
@sunflwrgirl2
@markbird17

Top Tweeters in G9:
@tempoweb
@beppesarno
@musicnews81
@siriomerenda
@barbarab1974fan
@explorerlento
@fromalias
@gisellanaturale
@cicciocarito
@arwinjseaman

Top Tweeters in G10:
@barripdmx
@carmelarios
@malditobulo
@congosto
@soymmadrigal
@numeroteca


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