gephi, Twitter, 4/5/2022 1:28:22 AM, 274318


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gephi_2022-04-04_18-24-32.xlsx
gephi_2022-04-04_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 05, 2022
Short Description:
gephi via NodeXL https://bit.ly/3j1wwkm
@periodistascuba
@gephi
@chidambara09
@marcowenjones
@this0499154500
@mihkal
@allhoff_joachim
@jacomyma
@xaelbot
@netfrixp

Top hashtags:
#gephi
#bigdata
#salesforce
#nodexl
#socialmedia
#dataviz
#flutter
#linux
#python
#twint

Description:
Description
The graph represents a network of 1,042 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, 05 April 2022 at 01:25 UTC.

The requested start date was Tuesday, 05 April 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, 0-hour, 41-minute period from Tuesday, 22 March 2022 at 02:16 UTC to Monday, 04 April 2022 at 02:57 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 : 1042
Unique Edges : 752
Edges With Duplicates : 3248
Total Edges : 4000
Number of Edge Types : 5
MentionsInRetweet : 1897
Mentions : 1093
Retweet : 805
Replies to : 146
Tweet : 59
Self-Loops : 77
Reciprocated Vertex Pair Ratio : 0.0444316214656665
Reciprocated Edge Ratio : 0.0850828729281768
Connected Components : 65
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 473
Maximum Edges in a Connected Component : 2687
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.325275
Graph Density : 0.00166863030343258
Modularity : 0.372923
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,042 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, 05 April 2022 at 01:25 UTC.

The requested start date was Tuesday, 05 April 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, 0-hour, 41-minute period from Tuesday, 22 March 2022 at 02:16 UTC to Monday, 04 April 2022 at 02:57 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:
[39] https://www.maltego.com/
[39] https://www.graphistry.com/
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273423
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273930
[7] https://twitter.com/Gephi/status/1508450206450343948
[6] https://gephi.org/
[5] https://github.com/gephi/gephi/discussions/2440
[4] http://memes.sorbonne-universite.fr/
[4] https://twitter.com/gephi/status/1508450206450343948
[3] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G1:
[1] https://tweetedtimes.com/v/15124
[1] https://tweetedtimes.com/Silviacuervo1

Top URLs in Tweet in G2:
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273423
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273930
[2] http://miriamposner.com/dh101f15/index.php/creating-a-network-graph-with-gephi/
[1] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&continue=https://drive.google.com/file/d/19ur7WB1Dvlcau6NyDx_286n3dl_VHQtE/view?usp%3Dsharing&followup=https://drive.google.com/file/d/19ur7WB1Dvlcau6NyDx_286n3dl_VHQtE/view?usp%3Dsharing
[1] https://twitter.com/jacomyma/status/1509514425715339268
[1] https://www.youtube.com/playlist?list=PLHutrxqbP1BzetP6z9Ty_F4wYvcPVs7TI


Top URLs in Tweet in G3:
[4] http://memes.sorbonne-universite.fr/
[2] https://github.com/gephi/gephi/discussions/2440
[2] https://twitter.com/Gephi/status/1508450206450343948
[2] https://github.com/gvegayon/rgexf
[1] https://demos.co.uk/project/vox-digitas/
[1] https://skewed.de/tiago/blog/descriptive-inferential
[1] https://github.com/gephi/gephi/discussions/2440#discussioncomment-2374114
[1] http://www.e-diasporas.fr/
[1] https://twitter.com/AchilleCorrege/status/1510326123036557315?t=w9famzSQlyRfC9vmMzeIIA&s=19
[1] https://twitter.com/jacomyma/status/1509514425715339268

Top URLs in Tweet in G4:
[38] https://www.maltego.com/
[38] https://www.graphistry.com/
[1] https://www.datawrapper.de/
[1] https://gephi.org/
[1] https://kumu.io/
[1] https://netlytic.org/
[1] https://flourish.studio/

Top URLs in Tweet in G6:
[4] https://twitter.com/Gephi/status/1508450206450343948
[3] https://twitter.com/gephi/status/1508450206450343948
[1] https://twitter.com/search?q=%40fromAlias%20gephi&src=typed_query&f=live
[1] https://twitter.com/marcowenjones/status/1506210858845851649
[1] https://search.maven.org/#artifactdetails%7Corg.gephi%7Cgephi-maven-plugin%7C1.3.0%7Cpom
[1] https://search.maven.org/#artifactdetails%7Corg.gephi%7Cgephi-maven-plugin%7C1.2.5%7Cpom
[1] https://search.maven.org/#artifactdetails%7Corg.gephi%7Cgephi-maven-plugin%7C1.2.6%7Cpom
[1] https://twitter.com/periodistascuba/status/1509289784371515401
[1] https://twitter.com/tarciziosilva/status/1509574132140281862
[1] https://twitter.com/JulianMaciasT/status/1507847719133528083

Top URLs in Tweet in G7:
[1] https://www.maltego.com/
[1] https://www.graphistry.com/
[1] https://osintfr.com/fr/ukraine-analyse-twitter-tutoriel-twint-gephi/
[1] https://github.com/gephi/gephi/discussions/2440

Top URLs in Tweet in G8:
[1] https://gephi.github.io/

Top Domains
Top Domains in Tweet in Entire Graph:
[53] nodexlgraphgallery.org
[39] maltego.com
[39] graphistry.com
[22] twitter.com
[11] github.com
[8] gephi.org
[4] sorbonne-universite.fr
[3] wordpress.com
[3] osintfr.com
[3] maven.org

Top Domains in Tweet in G1:
[2] tweetedtimes.com

Top Domains in Tweet in G2:
[53] nodexlgraphgallery.org
[2] miriamposner.com
[1] google.com
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G3:
[5] github.com
[5] twitter.com
[4] sorbonne-universite.fr
[2] snapod.net
[1] co.uk
[1] skewed.de
[1] e-diasporas.fr
[1] framaforms.org
[1] gephi.org
[1] twitch.tv

Top Domains in Tweet in G4:
[38] maltego.com
[38] graphistry.com
[1] datawrapper.de
[1] gephi.org
[1] kumu.io
[1] netlytic.org
[1] flourish.studio

Top Domains in Tweet in G6:
[12] twitter.com
[3] maven.org

Top Domains in Tweet in G7:
[1] maltego.com
[1] graphistry.com
[1] osintfr.com
[1] github.com

Top Domains in Tweet in G8:
[1] github.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[69] gephi
[34] bigdata
[30] salesforce
[30] nodexl
[26] socialmedia
[25] dataviz
[24] flutter
[23] linux
[23] python
[21] twint



Top Hashtags in Tweet in G1:
[4] gephi

Top Hashtags in Tweet in G2:
[45] gephi
[34] bigdata
[30] salesforce
[26] socialmedia
[25] nodexl
[24] flutter
[23] linux
[22] python
[19] javascript
[16] 100daysofcode

Top Hashtags in Tweet in G3:
[4] ateliersceres
[2] rstats
[2] sna
[2] socialnetworkanalysis
[1] macron
[1] jlm
[1] pecresse
[1] mlp
[1] factories
[1] influence

Top Hashtags in Tweet in G4:
[1] osint

Top Hashtags in Tweet in G6:
[6] gephi
[1] disegni
[1] nodexl
[1] selenium
[1] ukraine
[1] sna
[1] networkx
[1] python
[1] twitter

Top Hashtags in Tweet in G7:
[22] dataviz
[21] twint
[1] gephi
[1] graphanalysis
[1] sna

Top Hashtags in Tweet in G9:
[2] soscuba

Top Words
Top Words in Tweet in Entire Graph:
[483] red
[479] etiqueta
[478] gephi
[478] soscuba
[478] registra
[478] últimas
[478] 24h
[478] comunidad
[477] 15058
[476] usuarios

Top Words in Tweet in G1:
[478] red
[474] torno
[474] etiqueta
[474] soscuba
[474] registra
[474] últimas
[474] 24h
[474] comunidad
[473] periodistascuba
[473] 15058

Top Words in Tweet in G2:
[208] nodexl
[161] gephi
[124] chidambara09
[102] mihkal
[98] this0499154500
[96] michaelbathurst
[69] marcowenjones
[68] docassar
[67] umblaetterer
[67] xeronbot

Top Words in Tweet in G3:
[194] gephi
[129] candidate
[67] version
[66] release
[64] ready
[64] officially
[64] help
[64] installing
[64] trying
[19] jacomyma

Top Words in Tweet in G4:
[81] co
[38] overload
[38] data
[38] prevent
[38] seeing
[38] important
[38] stuff
[38] try
[38] sax2n6lr30
[38] 7anjuyrntl

Top Words in Tweet in G5:
[15] chidambara09
[15] sonu_monika
[14] danfiehn
[14] edventure9
[14] bimedotcom
[14] khulood_almani
[14] evasmartai
[14] ravidugh
[14] sallyeaves
[12] jagersbergknut

Top Words in Tweet in G6:
[20] gephi
[6] #gephi
[6] maven
[6] plugin
[4] clic
[4] release
[3] version
[3] org
[2] hashtag
[2] meu

Top Words in Tweet in G7:
[22] #dataviz
[21] osintfr
[21] avez
[21] toujours
[21] voulu
[21] extraire
[21] tweets
[21] #twint
[21] avoir
[21] introduction

Top Words in Tweet in G8:
[24] gephi
[24] been_wild
[24] charmsblowpop
[23] urbanelevations
[23] curmudgeon_red
[23] hellosnafu
[23] johnjhacking
[23] uamemesforces
[23] lazybossusa
[23] youranonnews

Top Words in Tweet in G9:
[5] ellos
[5] gephi
[4] enterestan
[4] jorgemnez
[4] mi_cuba_libre
[4] leduanrp
[4] batimov
[4] finlayantonio
[4] onceagainsalome
[4] sailydeamarillo

Top Words in Tweet in G10:
[8] tatoferrer
[8] hilo
[8] usado
[8] imágenes
[8] capturas
[8] siguientes
[8] herramientas
[8] hoarder
[8] gephi
[8] trendsmap

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[478] etiqueta,soscuba
[478] soscuba,registra
[478] registra,últimas
[478] últimas,24h
[478] 24h,comunidad
[477] comunidad,15058
[476] 15058,usuarios
[476] usuarios,generado
[475] red,torno
[475] torno,etiqueta

Top Word Pairs in Tweet in G1:
[474] red,torno
[474] torno,etiqueta
[474] etiqueta,soscuba
[474] soscuba,registra
[474] registra,últimas
[474] últimas,24h
[474] 24h,comunidad
[473] comunidad,15058
[472] 15058,usuarios
[472] usuarios,generado

Top Word Pairs in Tweet in G2:
[85] mihkal,nodexl
[67] gephi,mihkal
[67] nodexl,umblaetterer
[67] umblaetterer,xeronbot
[58] gephi,nodexl
[58] chidambara09,gephi
[53] nodexl,chidambara09
[51] xeronbot,michaelbathurst
[34] naudgnit,marcowenjones
[33] docassar,gephi

Top Word Pairs in Tweet in G3:
[65] gephi,release
[65] release,candidate
[64] candidate,ready
[64] ready,officially
[64] officially,help
[64] help,installing
[64] installing,candidate
[64] candidate,version
[64] version,trying
[64] gephi,gephi

Top Word Pairs in Tweet in G4:
[38] overload,data
[38] data,prevent
[38] prevent,seeing
[38] seeing,important
[38] important,stuff
[38] stuff,try
[38] try,co
[38] co,sax2n6lr30
[38] sax2n6lr30,co
[38] co,7anjuyrntl

Top Word Pairs in Tweet in G5:
[14] chidambara09,danfiehn
[14] edventure9,sonu_monika
[14] sonu_monika,bimedotcom
[14] bimedotcom,khulood_almani
[14] khulood_almani,evasmartai
[14] evasmartai,ravidugh
[14] ravidugh,sallyeaves
[12] danfiehn,edventure9
[12] sallyeaves,jagersbergknut
[12] jagersbergknut,betamor

Top Word Pairs in Tweet in G6:
[6] gephi,maven
[6] maven,plugin
[3] release,gephi
[3] plugin,version
[3] version,org
[3] org,gephi
[3] gephi,gephi

Top Word Pairs in Tweet in G7:
[21] avez,toujours
[21] toujours,voulu
[21] voulu,extraire
[21] extraire,tweets
[21] tweets,#twint
[21] #twint,avoir
[21] avoir,introduction
[21] introduction,#dataviz
[21] #dataviz,lemerovengien
[20] osintfr,avez

Top Word Pairs in Tweet in G8:
[23] urbanelevations,curmudgeon_red
[23] curmudgeon_red,hellosnafu
[23] hellosnafu,johnjhacking
[23] johnjhacking,uamemesforces
[23] uamemesforces,lazybossusa
[23] lazybossusa,been_wild
[22] youranonnews,snipethesnipers
[22] snipethesnipers,archcityanon
[21] archcityanon,gephi
[21] lambdacalculus7,mysocalledninja

Top Word Pairs in Tweet in G9:
[4] enterestan,jorgemnez
[4] jorgemnez,mi_cuba_libre
[4] mi_cuba_libre,leduanrp
[4] leduanrp,batimov
[4] batimov,finlayantonio
[4] finlayantonio,onceagainsalome
[4] onceagainsalome,sailydeamarillo
[4] sailydeamarillo,albertfonse11j
[4] albertfonse11j,bettyguerraper1
[4] bettyguerraper1,unpoetaahi

Top Word Pairs in Tweet in G10:
[8] tatoferrer,hilo
[8] hilo,usado
[8] usado,imágenes
[8] imágenes,capturas
[8] capturas,siguientes
[8] siguientes,herramientas
[8] herramientas,hoarder
[8] hoarder,gephi
[8] gephi,trendsmap
[7] julianmaciast,tatoferrer

Top Replied-To
Top Replied-To in Entire Graph:
@jacomyma
@alexgekker
@americanhacker
@gephi
@this0499154500
@docassar
@jerryaldrichiii
@danfiehn
@linwoodshorse
@enterestan

Top Replied-To in G2:
@this0499154500
@docassar
@danfiehn
@salhaj
@enilev
@jacomyma
@nodexl
@eli_krumova
@globaliqx
@albertogaruccio

Top Replied-To in G3:
@jacomyma
@alexgekker
@gephi
@alcazarviala
@girlbw_
@grandjeanmartin
@tracyburkettt
@sandor_juhasz
@freddie2310
@renanpwagner

Top Replied-To in G8:
@americanhacker
@jerryaldrichiii
@linwoodshorse
@goharg72
@lambdacalculus7
@r0otk1t
@been_wild
@deviancele

Top Replied-To in G9:
@enterestan

Top Replied-To in G10:
@tatoferrer

Top Mentioned
Top Mentioned in Entire Graph:
@periodistascuba
@gephi
@chidambara09
@mihkal
@nodexl
@michaelbathurst
@this0499154500
@marcowenjones
@umblaetterer
@xeronbot

Top Mentioned in G1:
@periodistascuba
@silviacuervo1
@mariori90869407

Top Mentioned in G2:
@chidambara09
@mihkal
@nodexl
@michaelbathurst
@gephi
@this0499154500
@marcowenjones
@umblaetterer
@xeronbot
@docassar

Top Mentioned in G3:
@gephi
@jacomyma
@grandjeanmartin
@vjulliar
@tracyburkettt
@delabjl
@lemondefr
@saminaref
@__maintenance
@barzik

Top Mentioned in G4:
@norosint

Top Mentioned in G5:
@chidambara09
@sonu_monika
@danfiehn
@edventure9
@bimedotcom
@khulood_almani
@evasmartai
@ravidugh
@sallyeaves
@jagersbergknut

Top Mentioned in G7:
@lemerovengien
@osintfr
@norosint

Top Mentioned in G8:
@charmsblowpop
@urbanelevations
@curmudgeon_red
@hellosnafu
@johnjhacking
@uamemesforces
@lazybossusa
@been_wild
@youranonnews
@snipethesnipers

Top Mentioned in G9:
@jorgemnez
@mi_cuba_libre
@leduanrp
@batimov
@finlayantonio
@onceagainsalome
@sailydeamarillo
@albertfonse11j
@bettyguerraper1
@unpoetaahi

Top Mentioned in G10:
@julianmaciast
@tatoferrer

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@morolswediu
@sandradunn1955
@jfsebastian146
@fabriciosx
@fluttbot
@margymayell

Top Tweeters in G1:
@eddyelgallo
@alelross198
@pereiraraul59
@prometeonews
@martha_elena16
@lizyacosta4
@francysk_acosta
@alenamf19
@camilagzlez34
@eguerraarias

Top Tweeters in G2:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@morolswediu
@sandradunn1955
@jfsebastian146
@fabriciosx
@fluttbot
@margymayell

Top Tweeters in G3:
@myrmecoleon
@lemondefr
@rstatstweet
@kzhr
@kathrynecramer
@redthebot_
@barripdmx
@barzik
@isidroaguillo
@knagasaki

Top Tweeters in G4:
@rdsweb
@mirin_dap
@0xoverflow
@andres_riscv
@actorexpose
@phil_b_reed
@aneilan
@shad0wbits
@sergiobm99
@leavethewest

Top Tweeters in G5:
@100daysof2020
@caring_mobile
@pythonroboto
@bob_gamedev
@py_data_sci
@edventure9
@sallyeaves
@champagne_air
@evasmartai
@bimedotcom

Top Tweeters in G6:
@__carmenlopez
@luca
@aleebrahim
@lutraepicurea
@toodbaba
@asfmavenrelease
@talitabaena
@oranjemilk
@cacofatofobia
@lshlj

Top Tweeters in G7:
@akawombat42
@shakirasecurity
@malwareowl
@osibot
@secou
@berurier_
@mlsetiawan92
@froggy_zombie
@mbahal1
@warpdelabass

Top Tweeters in G8:
@youranonnews
@hellosnafu
@charmsblowpop
@johnjhacking
@jerryaldrichiii
@urbanelevations
@curmudgeon_red
@goharg72
@archcityanon
@lambdacalculus7

Top Tweeters in G9:
@onceagainsalome
@unpoetaahi
@batimov
@victorduenascu
@sailydeamarillo
@bettyguerraper1
@jorgemnez
@finlayantonio
@leduanrp
@mi_cuba_libre

Top Tweeters in G10:
@abuelaenfadada
@susber31
@damaroja8
@praxedespv
@jessgarcamuoz2
@julianmaciast
@ramonmoncho1952
@tatoferrer
@rosafer89118462


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