gephi, Twitter, 6/14/2022 5:42:45 AM, 278285


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gephi_2022-06-13_18-15-00.xlsx
gephi_2022-06-13_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 14, 2022
Short Description:
gephi via NodeXL https://bit.ly/3QvLFtM
@gephi
@verukita1
@peccadille
@unexemple
@jacomyma
@nicolasbchb
@this0499154500
@allhoff_joachim
@datajournalism1
@grandjeanmartin

Top hashtags:
#debatertve
#gephi
#twitterresearchproject
#sonification
#bigdata
#ai
#datascience

Description:
Description
The graph represents a network of 194 Twitter users whose tweets in the requested range contained "gephi", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 June 2022 at 01:15 UTC.

The requested start date was Tuesday, 14 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 11-hour, 44-minute period from Tuesday, 31 May 2022 at 10:08 UTC to Sunday, 12 June 2022 at 21:52 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 : 194
Unique Edges : 133
Edges With Duplicates : 234
Total Edges : 367
Number of Edge Types : 5
Replies to : 27
Tweet : 32
Retweet : 100
MentionsInRetweet : 138
Mentions : 70
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.0439024390243902
Reciprocated Edge Ratio : 0.0841121495327103
Connected Components : 39
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 97
Maximum Edges in a Connected Component : 239
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.230724
Graph Density : 0.00571550665028578
Modularity : 0.52376
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 194 Twitter users whose tweets in the requested range contained "gephi", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 June 2022 at 01:15 UTC.

The requested start date was Tuesday, 14 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 11-hour, 44-minute period from Tuesday, 31 May 2022 at 10:08 UTC to Sunday, 12 June 2022 at 21:52 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 : GraphServerTwitterSearch
Graph Term : gephi
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277807
[2] https://gephi.org
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://www.jokoding.com/2022/06/visualisasi-topik-trending-twitter.html
[2] https://www.eventbrite.com/e/dhrh-workshop-2-social-network-analysis-tickets-353581089557?utm_source=EventBrite&utm_medium=email,+eventbrite&utm_campaign=DH@RH+Workshop
[1] https://twitter.com/celiaconlang/status/1535251488187949057
[1] https://www.youtube.com/watch?v=N8MUB36In7c&feature=youtu.be

[1] https://twitter.com/Maxwell_110/status/1535502086766530561
[1] https://revista.profesionaldelainformacion.com/index.php/EPI/article/view/86789
[1] https://kumu.io/

Top URLs in Tweet in G1:
[1] https://github.com/gephi/gephi/issues/1714

Top URLs in Tweet in G2:
[1] https://cedric.cnam.fr/vertigo/Cours/RCP216/coursVisuGraphes.html

Top URLs in Tweet in G3:
[1] https://twitch.tv/PandemiaDigital

Top URLs in Tweet in G4:
[1] https://kumu.io/

Top URLs in Tweet in G5:
[2] https://gephi.org
[1] https://twitter.com/Cattiella/status/1531895150577864704
[1] https://twitter.com/ricardosssr/status/1532138436026679298
[1] https://byq6z.app.goo.gl/7g6jN
[1] https://twitter.com/CFBNumbers/status/1532788213227700225
[1] https://revista.profesionaldelainformacion.com/index.php/EPI/article/view/86789
[1] https://twitter.com/Maxwell_110/status/1535502086766530561
[1] https://twitter.com/celiaconlang/status/1535251488187949057

Top URLs in Tweet in G6:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277807
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G8:
[1] https://twitter.com/DataJournalism1/status/1534216211881410561/photo/1

Top URLs in Tweet in G9:
[1] https://treeverse.app

Top Domains
Top Domains in Tweet in Entire Graph:
[6] twitter.com
[3] nodexlgraphgallery.org
[2] gephi.org
[2] wordpress.com
[2] jokoding.com
[2] github.com
[2] eventbrite.com
[1] youtube.com
[1] profesionaldelainformacion.com
[1] kumu.io

Top Domains in Tweet in G1:
[1] github.com

Top Domains in Tweet in G2:
[1] cnam.fr

Top Domains in Tweet in G3:
[1] twitch.tv

Top Domains in Tweet in G4:
[1] kumu.io

Top Domains in Tweet in G5:
[5] twitter.com
[2] gephi.org
[1] goo.gl
[1] profesionaldelainformacion.com

Top Domains in Tweet in G6:
[3] nodexlgraphgallery.org
[2] wordpress.com

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

Top Domains in Tweet in G9:
[1] treeverse.app

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] debatertve
[19] gephi
[12] twitterresearchproject
[11] sonification
[10] bigdata
[10] ai
[9] datascience
[7] sna
[7] socialnetworks
[6] redessociales



Top Hashtags in Tweet in G1:
[7] bigdata
[6] sna
[6] socialnetworks
[6] ai
[5] redessociales
[3] gephi
[3] dataviz
[2] gephisto
[2] datascience
[2] nodexl

Top Hashtags in Tweet in G2:
[4] gephi
[4] phss22

Top Hashtags in Tweet in G3:
[23] debatertve
[1] porandalucía

Top Hashtags in Tweet in G4:
[4] coding
[1] socialnetworkanalysis
[1] socialmedia
[1] gephi

Top Hashtags in Tweet in G5:
[3] gephi
[1] post
[1] machinelearning
[1] datascience
[1] neviewer
[1] highfrequencytrading
[1] emergingtrends
[1] graphs
[1] r

Top Hashtags in Tweet in G6:
[11] twitterresearchproject
[10] sonification
[4] auditorydisplay
[4] icad
[4] gephi
[4] nodexl
[4] rstats
[4] datascience
[4] ai
[3] machinelearning

Top Hashtags in Tweet in G7:
[1] dataactivism
[1] civictech
[1] urbandevelopment
[1] gephi

Top Hashtags in Tweet in G8:
[1] catalangates
[1] catalangate

Top Words
Top Words in Tweet in Entire Graph:
[123] gephi
[36] network
[30] twitter
[23] análisis
[23] 200
[23] 000
[23] tuits
[23] ht
[23] #debatertve
[23] elecciones

Top Words in Tweet in G1:
[14] lt
[14] gt
[13] nicolasbchb
[13] jeudi
[13] 16
[13] juin
[13] j'ai
[13] plaisir
[13] recevoir
[13] deux

Top Words in Tweet in G2:
[20] gephi
[19] peccadille
[17] durant
[17] l'été
[17] qgis
[16] hello
[16] twitter
[16] esr
[16] j'aurais
[16] besoin

Top Words in Tweet in G3:
[23] análisis
[23] gephi
[23] 200
[23] 000
[23] tuits
[23] ht
[23] #debatertve
[23] elecciones
[23] andaluzas
[23] ayer

Top Words in Tweet in G4:
[15] gephi
[7] network
[6] twitter
[4] use
[4] ifeanyidiaye
[4] #coding
[3] exploratorydata
[3] fun
[3] rendered
[3] graph

Top Words in Tweet in G5:
[14] gephi
[4] استفاده
[3] #gephi
[3] از
[3] yang
[2] analysis
[2] topology
[2] clusters
[2] software
[2] api

Top Words in Tweet in G6:
[11] #twitterresearchproject
[10] mediaresearchinstitute
[10] worldwide
[10] tweets
[10] #sonification
[8] allhoff_joachim
[7] network
[6] word
[6] gephi
[5] this0499154500

Top Words in Tweet in G7:
[8] phd
[8] research
[8] curating
[8] list
[8] grassroots
[8] initiatives
[8] organizations
[8] support
[8] related
[7] martinbangratz

Top Words in Tweet in G8:
[5] datajournalism1
[5] congosto
[5] twitter
[4] empezamos
[4] masterclass
[4] enseñar
[4] alumn
[4] conectarse
[4] api
[4] descargar

Top Words in Tweet in G9:
[4] recommendations
[3] digitalcoeliac
[3] dkennedyhands
[3] _atanas_
[3] socioviz
[3] gephi
[3] netlytic
[3] many
[3] thanks
[3] way

Top Words in Tweet in G10:
[2] gephi
[2] même

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] análisis,gephi
[23] gephi,200
[23] 200,000
[23] 000,tuits
[23] tuits,ht
[23] ht,#debatertve
[23] #debatertve,elecciones
[23] elecciones,andaluzas
[23] andaluzas,ayer
[23] ayer,mayor

Top Word Pairs in Tweet in G1:
[14] lt,gt
[13] gt,jeudi
[13] jeudi,16
[13] 16,juin
[13] juin,j'ai
[13] j'ai,plaisir
[13] plaisir,recevoir
[13] recevoir,deux
[13] deux,invités
[13] invités,marque

Top Word Pairs in Tweet in G2:
[17] durant,l'été
[16] hello,twitter
[16] twitter,esr
[16] esr,durant
[16] l'été,j'aurais
[16] j'aurais,besoin
[16] besoin,former
[16] former,python
[16] python,gephi
[16] gephi,qgis

Top Word Pairs in Tweet in G3:
[23] análisis,gephi
[23] gephi,200
[23] 200,000
[23] 000,tuits
[23] tuits,ht
[23] ht,#debatertve
[23] #debatertve,elecciones
[23] elecciones,andaluzas
[23] andaluzas,ayer
[23] ayer,mayor

Top Word Pairs in Tweet in G4:
[3] fun,rendered
[3] rendered,gephi
[3] gephi,network
[3] network,graph
[3] graph,globe
[3] globe,gimp_official
[3] gimp_official,pretty
[3] pretty,cool
[3] cool,right
[3] right,agephipopart

Top Word Pairs in Tweet in G5:
[2] برای,استفاده

Top Word Pairs in Tweet in G6:
[10] mediaresearchinstitute,#twitterresearchproject
[10] #twitterresearchproject,worldwide
[10] worldwide,tweets
[10] tweets,#sonification
[7] allhoff_joachim,mediaresearchinstitute
[6] #sonification,word
[6] word,network
[4] #sonification,#auditorydisplay
[4] #auditorydisplay,#icad
[4] network,sentiment

Top Word Pairs in Tweet in G7:
[8] phd,research
[8] research,curating
[8] curating,list
[8] list,grassroots
[8] grassroots,initiatives
[8] initiatives,organizations
[8] organizations,support
[8] support,related
[7] martinbangratz,phd

Top Word Pairs in Tweet in G8:
[4] empezamos,masterclass
[4] masterclass,congosto
[4] congosto,enseñar
[4] enseñar,alumn
[4] alumn,conectarse
[4] conectarse,api
[4] api,twitter
[4] twitter,descargar
[3] datajournalism1,empezamos
[3] jueves,06

Top Word Pairs in Tweet in G9:
[3] digitalcoeliac,dkennedyhands
[3] dkennedyhands,_atanas_
[3] _atanas_,socioviz
[3] socioviz,gephi
[3] gephi,netlytic
[3] netlytic,many
[3] many,thanks
[3] thanks,recommendations
[3] recommendations,way
[3] way,see

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@julianmaciast
@peccadille
@nicolasbchb
@jacomyma
@allhoff_joachim
@verukita1
@martinbangratz
@ifeanyidiaye
@datajournalism1

Top Mentioned in G1:
@nicolasbchb
@jacomyma
@verukita1
@gephi
@scilabus
@allhoff_joachim
@firstlink_bdx
@netfrixp
@tiagopeixoto

Top Mentioned in G2:
@peccadille
@grandjeanmartin
@thomascauvin
@fheimburger
@proghist
@verukita1

Top Mentioned in G3:
@julianmaciast

Top Mentioned in G4:
@gephi
@ifeanyidiaye
@exploratorydata
@gimp_official
@agephipopart
@graphistry
@kerr__cow__
@hellosnafu
@iamclown3
@americanhacker

Top Mentioned in G5:
@celiaconlang

Top Mentioned in G6:
@allhoff_joachim
@this0499154500
@gephi
@thedatawarlock_
@rstatstweet
@openscitalk
@jacomyma
@icad_official

Top Mentioned in G7:
@martinbangratz

Top Mentioned in G8:
@datajournalism1
@congosto
@gephi
@rstudio

Top Mentioned in G9:
@dkennedyhands
@_atanas_
@socioviz
@gephi
@netlytic
@dhpsp
@digitalcoeliac

Top Mentioned in G10:
@flefgraph
@osintfr
@openfacto

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@education_24x7
@thecuriousluke
@xeronbot
@rstatstweet
@openmarketingtv
@rosakempin
@temptoetiam
@pythonroboto
@vallesillojose

Top Tweeters in G1:
@chidambara09
@education_24x7
@openmarketingtv
@xthebigdatabotx
@mktdiginews
@lorenp4
@totetmatt
@eddyrobinson
@scilabus
@tiagopeixoto

Top Tweeters in G2:
@temptoetiam
@pythonroboto
@1hommeazerty
@peccadille
@w3corg
@fertil_idees
@c_chep
@grandjeanmartin
@unexemple
@abridbu

Top Tweeters in G3:
@rosakempin
@vallesillojose
@mamenbond
@ecuestre_
@manueln__ez
@bilbao1olga
@ricardocasesg
@pitu_pitusa25
@encarna12969175
@choloevenstar

Top Tweeters in G4:
@hellosnafu
@smm_news_feed
@smykos
@esthersole
@quinnanya
@iamclown3
@americanhacker
@doc_soc
@gimp_official
@sy80edu

Top Tweeters in G5:
@desespereil
@secvalve_ebooks
@beta_rank_fb
@ford_boss0923
@denkolesnyk
@pedrambirack
@suqasuga
@revista_epi
@celiaconlang
@gabysued

Top Tweeters in G6:
@thecuriousluke
@rstatstweet
@openscitalk
@marcowenjones
@_jakashi
@this0499154500
@arcelinobsilva
@allhoff_joachim
@thedatawarlock_
@icad_official

Top Tweeters in G7:
@codeforpdx
@mysociety
@martinbangratz
@participedia
@husseimstuck
@kuso_hu
@pepe_writes
@asabijja

Top Tweeters in G8:
@almu_hs
@elultimoytu
@congosto
@jucadan
@eli_vivas
@rstudio
@datajournalism1

Top Tweeters in G9:
@_atanas_
@sciencecommuni2
@dhpsp
@dkennedyhands
@digitalcoeliac
@socioviz
@netlytic

Top Tweeters in G10:
@flefgraph
@__osint__
@zan_data
@banpangar
@openfacto
@osintfr


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