gephi, Twitter, 6/21/2022 1:18:45 AM, 278404


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gephi_2022-06-20_18-15-00.xlsx
gephi_2022-06-20_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2022
Short Description:
gephi via NodeXL https://bit.ly/3y7cDk8
@gephi
@this0499154500
@peccadille
@grandjeanmartin
@alexisolivo
@nicolasbchb
@jacomyma
@mihkal
@americanhacker
@datajournalism1

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

Description:
Description
The graph represents a network of 266 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, 21 June 2022 at 01:15 UTC.

The requested start date was Tuesday, 21 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 13-day, 2-hour, 32-minute period from Tuesday, 07 June 2022 at 00:07 UTC to Monday, 20 June 2022 at 02:40 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 : 266
Unique Edges : 185
Edges With Duplicates : 440
Total Edges : 625
Number of Edge Types : 5
Retweet : 170
MentionsInRetweet : 254
Tweet : 40
Replies to : 45
Mentions : 116
Self-Loops : 42
Reciprocated Vertex Pair Ratio : 0.0457317073170732
Reciprocated Edge Ratio : 0.0874635568513119
Connected Components : 40
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 151
Maximum Edges in a Connected Component : 469
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.089141
Graph Density : 0.00486593843098312
Modularity : 0.447903
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 266 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, 21 June 2022 at 01:15 UTC.

The requested start date was Tuesday, 21 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 13-day, 2-hour, 32-minute period from Tuesday, 07 June 2022 at 00:07 UTC to Monday, 20 June 2022 at 02:40 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:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277807
[4] https://twitch.tv/datalgo
[3] https://gephi.wordpress.com/2022/05/11/transition-to-semantic-versioning/
[3] https://www.jokoding.com/2022/06/visualisasi-topik-trending-twitter.html
[2] http://changdata.blogspot.com/2014/04/social-network-analysis.html
[2] https://gephi.org
[1] https://twitter.com/ozuma5119/status/1538265058605957120
[1] https://twitter.com/Gephi/status/1538470209689948167
[1] https://github.com/gephi/gephi/wiki/Releases
[1] https://gephi.wordpress.com/2021/12/06/gephi-code-sustainability-retreat-2021-debriefing/

Top URLs in Tweet in G1:
[3] https://gephi.wordpress.com/2022/05/11/transition-to-semantic-versioning/
[1] https://twitter.com/Gephi/status/1538470209689948167
[1] https://github.com/gephi/gephi/wiki/Releases
[1] https://twitter.com/impactology/status/1537442837234876416
[1] https://gephi.wordpress.com/2022/06/18/call-for-participants-gephi-code-sustainability-retreat-2022/
[1] https://twitter.com/DataJournalism1/status/1534216211881410561/photo/1
[1] https://kumu.io/

Top URLs in Tweet in G2:
[4] https://twitch.tv/datalgo
[1] https://twitter.com/jacomyma/status/1537718793211895814
[1] https://twitter.com/FirstLink_bdx/status/1537367182832803840
[1] https://gephi.wordpress.com/2021/12/06/gephi-code-sustainability-retreat-2021-debriefing/
[1] https://www.twitch.tv/datalgo

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277807
[1] https://github.com/gephi/gephi/issues/1714
[1] https://books.openedition.org/oep/15358?lang=fr
[1] https://twitter.com/NetfrixP/status/1370643063392067584?s=20&t=gdE-mVln9z27kh5j3DvUcA
[1] https://twitter.com/NetfrixP/status/1467590803883233283?s=20&t=RaAlfS8klAvng3n8y1mbDQ
[1] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278285
[1] https://cedric.cnam.fr/vertigo/Cours/RCP216/coursVisuGraphes.html

Top URLs in Tweet in G4:
[1] https://twitch.tv/PandemiaDigital

Top URLs in Tweet in G6:
[2] https://gephi.org
[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 Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] gephi
[24] debatertve
[15] bigdata
[14] twitterresearchproject
[13] sonification
[12] ai
[11] datascience
[10] twitch
[10] auditorydisplay
[10] icad



Top Hashtags in Tweet in G1:
[2] realsikhsagainstkhalistan
[2] sikhsrejectkhalistan
[1] realsikhs
[1] catalangates
[1] catalangate

Top Hashtags in Tweet in G2:
[10] twitch
[9] request
[6] gephi
[4] phss22
[2] twitterstreamingimporter
[1] scientifique
[1] dataviz

Top Hashtags in Tweet in G3:
[14] twitterresearchproject
[13] sonification
[12] ai
[10] gephi
[10] auditorydisplay
[10] icad
[9] bigdata
[8] datascience
[7] nodexl
[7] sna

Top Hashtags in Tweet in G4:
[23] debatertve
[1] porandalucía

Top Hashtags in Tweet in G6:
[2] gephi
[1] neviewer
[1] highfrequencytrading
[1] emergingtrends
[1] graphs
[1] r

Top Hashtags in Tweet in G8:
[1] infowar
[1] finland

Top Hashtags in Tweet in G9:
[1] dataactivism
[1] civictech
[1] urbandevelopment
[1] gephi

Top Words
Top Words in Tweet in Entire Graph:
[215] gephi
[37] nicolasbchb
[32] #gephi
[32] 000
[31] c'est
[31] twitter
[30] jacomyma
[29] network
[27] looking
[26] análisis

Top Words in Tweet in G1:
[61] gephi
[20] used
[17] looking
[17] java
[17] devs
[17] 2nd
[17] edition
[17] coding
[17] retreat
[17] paris

Top Words in Tweet in G2:
[33] nicolasbchb
[26] gephi
[21] 19h
[19] lt
[19] gt
[18] notre
[17] jeudi
[17] 16
[17] juin
[17] jacomyma

Top Words in Tweet in G3:
[23] gephi
[14] #twitterresearchproject
[13] #sonification
[12] jacomyma
[12] mediaresearchinstitute
[12] tweets
[12] #ai
[12] network
[10] #gephi
[10] allhoff_joachim

Top Words in Tweet in G4:
[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 G5:
[17] gephi
[16] peccadille
[16] hello
[16] twitter
[16] esr
[16] durant
[16] l'été
[16] j'aurais
[16] besoin
[16] former

Top Words in Tweet in G6:
[8] gephi
[3] tools
[2] mumet
[2] yang
[2] ga
[2] research
[2] #gephi
[2] graphical
[2] use
[2] actually

Top Words in Tweet in G7:
[18] descargar
[12] gephi
[10] cambraca
[9] usaste
[9] datos
[9] usé
[9] temprano
[9] dataset
[9] 000
[9] cuentas

Top Words in Tweet in G8:
[10] one
[10] fetch
[10] data
[5] nodexl
[5] tool
[5] twitterapi
[5] discussions
[5] following
[4] mihkal

Top Words in Tweet in G9:
[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 G10:
[4] gephi
[2] accounts
[2] friends
[2] push
[2] next
[2] level
[2] keeping
[2] poking
[2] around
[2] data

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:
[17] looking,java
[17] java,devs
[17] devs,2nd
[17] 2nd,edition
[17] edition,coding
[17] coding,retreat
[17] retreat,paris
[17] paris,travel
[17] travel,accommodation
[17] accommodation,funded

Top Word Pairs in Tweet in G2:
[17] jeudi,16
[17] 16,juin
[15] nicolasbchb,lt
[13] lt,gt
[12] gt,jeudi
[12] juin,j'ai
[12] j'ai,plaisir
[12] plaisir,recevoir
[12] recevoir,deux
[12] deux,invités

Top Word Pairs in Tweet in G3:
[12] mediaresearchinstitute,#twitterresearchproject
[12] tweets,#sonification
[10] #sonification,#auditorydisplay
[10] #auditorydisplay,#icad
[8] allhoff_joachim,mediaresearchinstitute
[7] thank,jacomyma
[7] #twitterresearchproject,worldwide
[7] worldwide,tweets
[7] #bigdata,#ai
[6] #icad,icad_official

Top Word Pairs in Tweet in G4:
[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 G5:
[16] hello,twitter
[16] twitter,esr
[16] esr,durant
[16] durant,l'été
[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 G7:
[9] cambraca,usaste
[9] usaste,descargar
[9] descargar,datos
[9] datos,usé
[9] usé,temprano
[9] temprano,gephi
[9] gephi,descargar
[9] descargar,dataset
[9] dataset,000
[9] 000,cuentas

Top Word Pairs in Tweet in G8:
[10] one,fetch
[10] fetch,data
[5] nodexl,tool
[5] tool,one
[5] data,twitterapi
[5] twitterapi,discussions
[5] discussions,one
[5] data,following
[4] mihkal,nodexl

Top Word Pairs in Tweet in G9:
[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 G10:
[2] push,next
[2] next,level
[2] level,keeping
[2] keeping,gephi
[2] gephi,poking
[2] poking,around
[2] around,data
[2] data,graphistry

Top Replied-To
Top Replied-To in Entire Graph:
@peccadille
@cambraca
@_onionesque
@zifra
@congosto
@quinnanya
@wildtypemc
@sanrehan
@lawvis
@socialthink_net

Top Replied-To in G1:
@zifra
@congosto
@quinnanya
@lawvis
@jacomyma
@gephi
@nabsiddiqui
@smykos

Top Replied-To in G2:
@peccadille
@inactinique
@eddyrobinson
@totetmatt
@nicolasbchb

Top Replied-To in G3:
@socialthink_net
@andrekerygma
@peccadille

Top Replied-To in G5:
@peccadille

Top Replied-To in G7:
@cambraca

Top Replied-To in G8:
@nodexl

Top Replied-To in G10:
@anoldtyrant

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@nicolasbchb
@jacomyma
@julianmaciast
@peccadille
@firstlink_bdx
@scilabus
@allhoff_joachim
@grandjeanmartin
@alexisolivo

Top Mentioned in G1:
@gephi
@congosto
@datajournalism1
@exploratorydata
@lawvis
@bendobrown
@andrekerygma
@claragrima
@rstudio

Top Mentioned in G2:
@nicolasbchb
@gephi
@jacomyma
@firstlink_bdx
@scilabus
@grandjeanmartin
@thomascauvin
@mathieubastian
@fheimburger
@proghist

Top Mentioned in G3:
@jacomyma
@gephi
@allhoff_joachim
@verukita1
@icad_official
@rstatstweet
@this0499154500
@nicolasbchb
@thedatawarlock_

Top Mentioned in G4:
@julianmaciast

Top Mentioned in G5:
@peccadille
@grandjeanmartin

Top Mentioned in G6:
@celiaconlang

Top Mentioned in G7:
@alexisolivo
@cambraca
@gephi

Top Mentioned in G8:
@twitterapi
@mihkal
@nodexl
@kremlinrussia_e
@gephi

Top Mentioned in G9:
@martinbangratz

Top Mentioned in G10:
@gephi
@graphistry
@kerr__cow__
@hellosnafu
@iamclown3
@americanhacker

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@twitchsie
@catalina_valpo
@education_24x7
@thecuriousluke
@xeronbot
@rstatstweet
@openmarketingtv
@barreirodr
@rosakempin

Top Tweeters in G1:
@kzhr
@claragrima
@s_palm
@almu_hs
@elultimoytu
@knagasaki
@congosto
@zifra
@smykos
@esthersole

Top Tweeters in G2:
@anthonyrochand
@lorenp4
@grandjeanmartin
@j0j0b4rj0
@totetmatt
@eddyrobinson
@fheimburger
@scilabus
@joptic24
@devhist

Top Tweeters in G3:
@chidambara09
@twitchsie
@education_24x7
@thecuriousluke
@rstatstweet
@openmarketingtv
@xthebigdatabotx
@openscitalk
@marcowenjones
@_jakashi

Top Tweeters in G4:
@rosakempin
@vallesillojose
@mamenbond
@ecuestre_
@manueln__ez
@bilbao1olga
@ricardocasesg
@pitu_pitusa25
@encarna12969175
@choloevenstar

Top Tweeters in G5:
@temptoetiam
@pythonroboto
@1hommeazerty
@peccadille
@w3corg
@fertil_idees
@c_chep
@abridbu
@arcyon37
@delphmontoliu

Top Tweeters in G6:
@desespereil
@impactology
@secvalve_ebooks
@ford_boss0923
@suqasuga
@revista_epi
@celiaconlang
@gabysued
@zencephalon
@gtasyy

Top Tweeters in G7:
@barreirodr
@cachi64096564
@alexisolivo
@lupeserranomira
@sambeca0629
@mverogarzon
@gabyruizmx
@daniebelalcazar
@cambraca
@diegovizueta_

Top Tweeters in G8:
@mihkal
@nodexl
@kremlinrussia_e
@tuulia_reponen
@mapaavon
@twitterapi
@kbearhill
@sa_sa_sa

Top Tweeters in G9:
@codeforpdx
@mysociety
@martinbangratz
@participedia
@husseimstuck
@kuso_hu
@pepe_writes
@asabijja

Top Tweeters in G10:
@hellosnafu
@iamclown3
@americanhacker
@lauersunny
@anoldtyrant
@graphistry
@kerr__cow__


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