gephi, Twitter, 9/20/2022 1:17:42 AM, 282141


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gephi_2022-09-19_18-15-00.xlsx
gephi_2022-09-19_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2022
Short Description:
gephi via NodeXL https://bit.ly/3BSSDUl
@gephi
@julianmaciast
@leogarciamx
@allhoff_joachim
@milan_janosov
@nicolasbchb
@verukita1
@chidambara09
@kmjablonka
@seinecle

Top hashtags:
#gephi
#mediaresearchinstitute
#twitterresearchproject
#socialnetworkanalysis

Description:
Description
The graph represents a network of 289 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, 20 September 2022 at 01:15 UTC.

The requested start date was Tuesday, 20 September 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 11-day, 4-hour, 56-minute period from Tuesday, 06 September 2022 at 17:22 UTC to Saturday, 17 September 2022 at 22:19 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 : 289
Unique Edges : 216
Edges With Duplicates : 561
Total Edges : 777
Number of Edge Types : 5
Replies to : 95
Mentions : 300
Tweet : 27
Retweet : 146
MentionsInRetweet : 209
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0.0815217391304348
Reciprocated Edge Ratio : 0.150753768844221
Connected Components : 39
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 76
Maximum Edges in a Connected Component : 445
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.363094
Graph Density : 0.00478181468665898
Modularity : 0.429268
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 289 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, 20 September 2022 at 01:15 UTC.

The requested start date was Tuesday, 20 September 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 11-day, 4-hour, 56-minute period from Tuesday, 06 September 2022 at 17:22 UTC to Saturday, 17 September 2022 at 22:19 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:
[6] https://gephi.org/
[4] https://github.com/congosto/t-hoarder_kit
[4] https://gephi.org/plugins/#/plugin/neo4j-plugin
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281820
[2] https://familylocket.com/creating-gephi-network-graphs-part-1-gather-matches-and-prepare-spreadsheets/
[1] https://holoviews.org/user_guide/Large_Data.html#supported-elements
[1] https://hvplot.holoviz.org/
[1] https://www.rdocumentation.org/packages/MASS/versions/7.3-58.1/topics/isoMDS
[1] https://drive.google.com/file/d/1y5NzxPvbMtJ-FUlTl9lhe2BtjM23O45-/view?usp=sharing
[1] http://forum-gephi.org/viewtopic.php?t=1231

Top URLs in Tweet in G2:
[4] https://gephi.org/plugins/#/plugin/neo4j-plugin
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281820
[1] https://gephi.wordpress.com/2022/06/18/call-for-participants-gephi-code-sustainability-retreat-2022/
[1] https://holoviews.org/user_guide/Large_Data.html#supported-elements
[1] https://hvplot.holoviz.org/
[1] http://forum-gephi.org/viewtopic.php?t=1231
[1] https://cosmograph.app/
[1] https://fr.wikipedia.org/wiki/WebCL
[1] https://developer.mozilla.org/en-US/docs/WebAssembly/Rust_to_wasm
[1] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G3:
[2] https://gephi.org/

Top URLs in Tweet in G5:
[1] https://github.com/gephi/gephi
[1] https://github.com/gephi

Top URLs in Tweet in G7:
[1] https://gephi.github.io/
[1] https://arxiv.org/abs/2209.03149
[1] https://gephi.org/features/
[1] https://twitter.com/EddyRobinson/status/1567703118959497218
[1] https://twitter.com/ismailfahmi/status/1568849521513492480
[1] https://www.tandfonline.com/doi/full/10.1080/03044181.2022.2101020?cookieSet=1
[1] https://twitter.com/juanbarrera_co/status/1564560753469919232
[1] https://drive.google.com/file/d/1y5NzxPvbMtJ-FUlTl9lhe2BtjM23O45-/view?usp=sharing

Top URLs in Tweet in G8:
[1] https://nightingaledvs.com/game-of-thrones-network-of-the-dragon/

Top URLs in Tweet in G10:
[4] https://github.com/congosto/t-hoarder_kit
[1] https://gephi.org/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] gephi
[13] mediaresearchinstitute
[13] twitterresearchproject
[10] socialnetworkanalysis
[9] workingpaper
[6] nodexl
[5] datascience
[4] osint
[3] sonification
[3] auditorydisplay



Top Hashtags in Tweet in G2:
[14] gephi
[12] mediaresearchinstitute
[12] twitterresearchproject
[7] socialnetworkanalysis
[5] nodexl
[3] rstats
[3] machinelearning
[3] datascience
[3] openscience
[3] ai

Top Hashtags in Tweet in G4:
[9] workingpaper
[1] gephi

Top Hashtags in Tweet in G7:
[1] digitalmedievalstudies

Top Hashtags in Tweet in G8:
[3] python
[1] mediaresearchinstitute
[1] twitterresearchproject
[1] socialnetworkanalysis
[1] sonification
[1] auditorydisplay
[1] icad
[1] houseofthedragon
[1] hotd
[1] datavis

Top Hashtags in Tweet in G10:
[4] osint
[1] gephi

Top Words
Top Words in Tweet in Entire Graph:
[154] gephi
[73] vemos
[59] nicolasbchb
[57] cuentas
[56] gráfico
[54] julianmaciast
[54] anterior
[54] destacadas
[54] retuiteadas
[54] mencionando

Top Words in Tweet in G1:
[57] cuentas
[55] gráfico
[54] julianmaciast
[54] anterior
[54] vemos
[54] destacadas
[54] retuiteadas
[54] mencionando
[54] mundocryto
[54] manithawani

Top Words in Tweet in G2:
[83] gephi
[58] nicolasbchb
[47] sigmajs
[34] neolectron
[29] ça
[24] c'est
[22] jacomyal
[20] mais
[18] ce
[15] allhoff_joachim

Top Words in Tweet in G3:
[37] redes
[35] leogarciamx
[19] aquã
[19] vemos
[19] aclasnerguor
[19] junta
[19] inteligencia
[19] planenado
[19] prã
[19] ximo

Top Words in Tweet in G4:
[9] #workingpaper
[9] presentation
[9] stuttee
[9] scholar
[9] 'title
[9] use
[9] artificial
[9] intelligence
[9] human
[9] resource

Top Words in Tweet in G5:
[6] pedro_barciela
[5] gephi
[5] mas
[3] esse
[3] faz
[3] dados
[2] tipo
[2] ele
[2] cara
[2] nã

Top Words in Tweet in G6:
[2] ismailfahmi
[2] gephi
[2] kalau

Top Words in Tweet in G7:
[7] gephi
[2] re
[2] multiviz
[2] susah
[2] mittelalterliche

Top Words in Tweet in G8:
[3] gameofthrones
[3] houseofdragon
[3] dragon
[3] rider
[3] social
[3] network
[3] timeline
[3] extracted
[3] quick
[3] #python

Top Words in Tweet in G10:
[8] congosto
[6] datos
[4] gephi
[4] herramientas
[4] #osint
[4] utilizadas
[4] descarga
[4] kit
[4] hoarder
[4] procesamiento

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[54] gráfico,anterior
[54] anterior,vemos
[54] vemos,destacadas
[54] destacadas,cuentas
[54] cuentas,retuiteadas
[54] retuiteadas,mencionando
[54] mencionando,mundocryto
[54] mundocryto,manithawani
[54] manithawani,últimos
[53] julianmaciast,gráfico

Top Word Pairs in Tweet in G1:
[54] gráfico,anterior
[54] anterior,vemos
[54] vemos,destacadas
[54] destacadas,cuentas
[54] cuentas,retuiteadas
[54] retuiteadas,mencionando
[54] mencionando,mundocryto
[54] mundocryto,manithawani
[54] manithawani,últimos
[53] julianmaciast,gráfico

Top Word Pairs in Tweet in G2:
[44] sigmajs,gephi
[35] nicolasbchb,sigmajs
[24] neolectron,nicolasbchb
[12] #mediaresearchinstitute,#twitterresearchproject
[9] seinecle,gephi
[9] neolectron,sigmajs
[9] jacomyal,neolectron
[7] gephi,graphistry
[7] allhoff_joachim,#mediaresearchinstitute
[6] gephi,nicolasbchb

Top Word Pairs in Tweet in G3:
[19] aquã,vemos
[19] vemos,aclasnerguor
[19] aclasnerguor,junta
[19] junta,inteligencia
[19] inteligencia,planenado
[19] planenado,prã
[19] prã,ximo
[19] ximo,movimiento
[19] movimiento,despuã
[19] despuã,encargado

Top Word Pairs in Tweet in G4:
[9] #workingpaper,presentation
[9] presentation,stuttee
[9] stuttee,scholar
[9] scholar,'title
[9] 'title,use
[9] use,artificial
[9] artificial,intelligence
[9] intelligence,human
[9] human,resource
[9] resource,practices

Top Word Pairs in Tweet in G5:
[2] esse,tipo
[2] pedro_barciela,cara

Top Word Pairs in Tweet in G8:
[3] gameofthrones,houseofdragon
[3] houseofdragon,dragon
[3] dragon,rider
[3] rider,social
[3] social,network
[3] network,timeline
[3] timeline,extracted
[3] extracted,quick
[3] quick,#python
[3] #python,scripts

Top Word Pairs in Tweet in G10:
[4] herramientas,#osint
[4] #osint,utilizadas
[4] utilizadas,descarga
[4] descarga,datos
[4] datos,kit
[4] kit,hoarder
[4] hoarder,congosto
[4] congosto,procesamiento
[3] barripdmx,congosto
[3] futurespaceint,herramientas

Top Replied-To
Top Replied-To in Entire Graph:
@neolectron
@jacomyal
@nicolasbchb
@seinecle
@comeetie
@paulanomalie
@llcoolchris_
@totetmatt
@this0499154500
@dionatandiego11

Top Replied-To in G1:
@4c4b_tpb
@dianamorena_

Top Replied-To in G2:
@neolectron
@jacomyal
@nicolasbchb
@seinecle
@llcoolchris_
@comeetie
@paulanomalie
@totetmatt
@boogheta
@this0499154500

Top Replied-To in G3:
@nudocojo

Top Replied-To in G5:
@pedro_barciela
@marcelosc_2
@isaac_the_elias
@aphonso
@joo26267369

Top Replied-To in G6:
@singhamlagatari
@bknprimeakun

Top Replied-To in G8:
@gameofthrones

Top Replied-To in G9:
@ladataviz

Top Replied-To in G10:
@carlosguadian
@barripdmx

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@julianmaciast
@nicolasbchb
@sigmajs
@leogarciamx
@neolectron
@allhoff_joachim
@verukita1
@jacomyal
@seinecle

Top Mentioned in G1:
@julianmaciast
@evilafm
@tamayostuff
@4c4b_tpb

Top Mentioned in G2:
@gephi
@nicolasbchb
@sigmajs
@neolectron
@allhoff_joachim
@verukita1
@seinecle
@jacomyal
@graphistry
@totetmatt

Top Mentioned in G3:
@leogarciamx
@piniisima

Top Mentioned in G4:
@sangeeta_hr
@lkouniv
@profalokkumar
@aomconnect
@humanisticmgmt
@peoplemgt
@hr_div_aom
@hranalytics4you

Top Mentioned in G5:
@pedro_barciela
@sergiospagnuolo

Top Mentioned in G6:
@ismailfahmi
@bjorkanism
@darktracer_int
@opposite090l92
@txtdrpemerintah
@mazzini_gsp
@paijodirajo

Top Mentioned in G8:
@houseofdragon
@milan_janosov
@gameofthrones
@geph
@allhoff_joachim
@gephi
@matplotlib
@datavizsociety

Top Mentioned in G9:
@tableau
@figma
@webflow
@sveltejs
@d3js_org
@netlify

Top Mentioned in G10:
@congosto
@futurespaceint
@barripdmx

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@katcapps
@rosarobco
@xeronbot
@godfrey_g_
@ignotolugar
@kieroirmeamarte
@carollm333
@mariantop1
@pyscalellc

Top Tweeters in G1:
@rosarobco
@ignotolugar
@kieroirmeamarte
@carollm333
@splth32
@malakarenovatio
@mercedescloilde
@blogdebori
@juan_ll1
@memole_33

Top Tweeters in G2:
@chidambara09
@godfrey_g_
@openscitalk
@trab_bot
@followlori
@lexsirac
@luiy
@this0499154500
@seinecle
@mihkal

Top Tweeters in G3:
@mariantop1
@_antonioleyva
@caricatutronico
@luismalpizar
@socoarana09
@juanttorres9
@balamsinhue
@leogarciamx
@craneo_rojo
@petrusangelorum

Top Tweeters in G4:
@richardkimphd
@peoplemgt
@dswlkouniv
@aomconnect
@lista_redes
@lkouniv
@hr_div_aom
@profalokkumar
@humanisticmgmt
@lumba_lucknow

Top Tweeters in G5:
@aphonso
@lorengado
@isaac_the_elias
@bem_virginiana
@marcelosc_2
@mariomello
@pedro_barciela
@joo26267369
@josmaurofreita2
@sergiospagnuolo

Top Tweeters in G6:
@mazzini_gsp
@ismailfahmi
@singhamlagatari
@txtdrpemerintah
@paijodirajo
@bknprimeakun
@wedusgembel69
@darktracer_int
@grizzlybeeeer
@opposite090l92

Top Tweeters in G7:
@kamikudakun
@zer0access
@aafollou
@geschichtsadmin
@barbaralancho
@ikosado
@loivinn
@pettertornberg
@brooketohimself
@gepha

Top Tweeters in G8:
@xeronbot
@pyscalellc
@gameofthrones
@matplotlib
@datavizsociety
@geph
@milan_janosov
@houseofdragon

Top Tweeters in G9:
@tableau
@figma
@webflow
@netlify
@wonderveilleuze
@ladataviz
@sveltejs
@d3js_org

Top Tweeters in G10:
@almu_hs
@barripdmx
@carlosguadian
@congosto
@martaespuny
@asenjodominguez
@futurespaceint


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