gephi, Twitter, 1/10/2023 2:41:48 AM, 287603


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gephi_2023-01-09_18-15-00.xlsx
gephi_2023-01-09_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2023
Short Description:
gephi via NodeXL https://bit.ly/3ICmdBd
@gephi
@this0499154500
@periodistascuba
@verukita1
@mihkal
@fierbmi
@seinecle
@julianmaciast
@chidambara09
@arcelinobsilva

Top hashtags:
#gephi
#twitterresearchproject
#mediaresearchinstitute
#nodexl
#socialnetworkanalysis

Description:
Description
The graph represents a network of 4,264 Twitter users whose recent tweets contained "gephi", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 02:36 UTC.

The tweets in the network were tweeted over the 3202-day, 5-hour, 8-minute period from Friday, 04 April 2014 at 17:54 UTC to Monday, 09 January 2023 at 23:03 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 : 4264
Unique Edges : 2961
Edges With Duplicates : 11353
Total Edges : 14314
Number of Edge Types : 9
Retweet : 3097
MentionsInRetweet : 4644
Mentions : 1099
MentionsInReplyTo : 3125
Replies to : 1408
Tweet : 651
MentionsInQuote : 81
Quote : 161
MentionsInQuoteReply : 48
Self-Loops : 1400
Reciprocated Vertex Pair Ratio : 0.0738322451029633
Reciprocated Edge Ratio : 0.137511693171188
Connected Components : 419
Single-Vertex Connected Components : 186
Maximum Vertices in a Connected Component : 3269
Maximum Edges in a Connected Component : 12371
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.02721
Graph Density : 0.000352855122769817
Modularity : 0.384313
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,264 Twitter users whose recent tweets contained "gephi", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 02:36 UTC.

The tweets in the network were tweeted over the 3202-day, 5-hour, 8-minute period from Friday, 04 April 2014 at 17:54 UTC to Monday, 09 January 2023 at 23:03 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 : TwitterSearch2
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:
[57] https://gephi.org/
[48] https://www.youtube.com/watch?v=GXtbL8avpik

[45] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[24] https://anonfiles.com/a35bLbHcy3/Alaa_gephi
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279409
[20] https://www.twitch.tv/datalgo
[16] https://twitter.com/seinecle/status/1565343226101637127/photo/1
[16] https://mediaresearchinstitute.wordpress.com
[13] https://gephi.wordpress.com/2023/01/09/gephi-0-10-released/
[13] https://gephi.org

Top URLs in Tweet in G1:
[45] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[43] https://www.youtube.com/watch?v=GXtbL8avpik

[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279409
[20] https://www.twitch.tv/datalgo
[16] https://twitter.com/seinecle/status/1565343226101637127/photo/1
[16] https://mediaresearchinstitute.wordpress.com
[13] https://twitch.tv/datalgo
[12] https://gephi.wordpress.com/2023/01/09/gephi-0-10-released/
[12] https://www.twitch.tv/clementlevallois
[8] https://twitter.com/Gephi/status/1581551270544171008

Top URLs in Tweet in G2:
[3] https://twitter.com/periodistascuba/status/1548131571814699009/photo/1
[1] https://twitter.com/MariaDiazPerer1/status/1548447178317647872/photo/1
[1] https://twitter.com/ReinaldoCspede2/status/1548433415300468744/photo/1
[1] https://twitter.com/GelacioOviedo/status/1548433511836557317/photo/1
[1] https://twitter.com/periodistascuba/status/1548131571814699009
[1] https://tweetedtimes.com/v/15124

Top URLs in Tweet in G3:
[6] https://gephi.org/
[3] https://www.osintcombine.com/data-visualization-tool
[3] https://twitter.com/BanPangar/status/1582345673466576896/photo/1
[2] https://digitalsocietyschool.org/wp/wp-content/uploads/2020/09/1907_ESIEA_Gephi-1.pdf
[2] https://twitter.com/Verukita1/status/1564023517703798785
[2] https://twitter.com/JMSouch/status/1535106137351196672/photo/1
[1] https://twitter.com/Verukita1/status/1612513029358489601/photo/1
[1] https://twitter.com/Verukita1/status/1513348839276752899/photo/1
[1] https://twitter.com/Verukita1/status/1447284770216550415/photo/1
[1] https://twitter.com/Verukita1/status/1541259311778783232/photo/1

Top URLs in Tweet in G4:
[5] https://www.youtube.com/watch?v=o-D-Duv8Mcs&t=9s&ab_channel=MikaLaiti

[4] https://gephi.org/
[4] https://www.eventbrite.com/o/social-media-research-foundation-32778163177
[4] https://www.eventbrite.com/e/2022-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-288777931567?aff=eand
[4] https://twitter.com/DocLaingDotCom/status/1571509369774444544/photo/1
[2] https://drive.google.com/file/d/1OPGaOAVwJ5fRj8ZtFDnFbmS7QKricRim/view?usp=sharing
[2] https://drive.google.com/file/d/1rVwxLRvvfRyDvtt_wH_U9FIpfbBkPmmn/view?usp=sharing
[2] https://twitter.com/ladataviz/status/1597593296578424834/photo/1
[2] https://gephi.org
[2] https://twitter.com/YEmreTapan/status/1527655665237274625/photo/1

Top URLs in Tweet in G5:
[8] https://gephi.org/
[4] https://twitter.com/msantolini/status/1550860262554718208/photo/1
[4] https://twitter.com/msantolini/status/1550860256300908546/photo/1
[3] https://gephi.org
[3] https://twitter.com/BallitoreProj/status/1553094195702706177/photo/1
[2] https://www.latestdatabase.com/zh-CN/italy-email-database/
[2] https://twitter.com/istvanzkiss/status/1526650947988070400/photo/1
[2] https://twitter.com/JunyaoZHANG5/status/1539762492871770112/photo/1
[2] https://twitter.com/BallitoreProj/status/1553099738295070720/photo/1
[2] https://twitter.com/ShangWenyi/status/1525200104721874945/photo/1

Top URLs in Tweet in G6:
[4] https://gephi.org/
[4] https://github.com/congosto/t-hoarder_kit
[4] https://twitter.com/SoyMmadrigal/status/1580518468067397632/photo/1
[4] https://twitter.com/JulianMaciasT/status/1569701828647845897/photo/1
[2] https://twitter.com/SoyMmadrigal/status/1580518462077927425/photo/1
[2] https://twitter.com/AAS_Sociologia/status/1545422799375896577/photo/1
[1] https://twitter.com/FutureSpaceINT/status/1602966628743905281/video/1
[1] https://www.twitch.tv/videos/1589902303
[1] https://twitter.com/JulianMaciasT/status/1569701822389944322
[1] https://twitter.com/SoyMmadrigal/status/1580518478292742147/photo/1

Top URLs in Tweet in G7:
[1] https://twitter.com/Pedro_Barciela/status/1537875735712452608/photo/1
[1] https://twitter.com/Pedro_Barciela/status/1561878306777079809/photo/1
[1] https://twitter.com/Pedro_Barciela/status/1575843105214853120/photo/1
[1] https://twitter.com/Pedro_Barciela/status/1549004638892036096/photo/1
[1] https://twitter.com/Pedro_Barciela/status/1567635148941791232/photo/1
[1] https://twitter.com/Pedro_Barciela/status/1573277315102113793/photo/1
[1] https://twitter.com/Pedro_Barciela/status/1361757172590383105?t=4SgH8tbZXIS01gos2QUcdg&s=19
[1] https://twitter.com/arcelinobsilva/status/1564063006539108352/photo/1
[1] https://twitter.com/arcelinobsilva/status/1571252675747905538/photo/1
[1] https://twitter.com/arcelinobsilva/status/1608454264954982401/photo/1

Top URLs in Tweet in G8:
[3] https://twitter.com/sangeeta_hr/status/1568768549078077447/photo/1
[2] https://methods.sagepub.com/how-to-guide/how-to-visually-analyse-networks-using-gephi
[2] https://twitter.com/luca/status/876055780058902528/photo/1
[2] https://www.youtube.com/watch?v=GXtbL8avpik

[1] https://twitter.com/cscolari/status/1550792456345640960
[1] https://reticular.hypotheses.org/6132
[1] https://eprints.qut.edu.au/235446/
[1] https://twitter.com/cscolari/status/1579740830323027968/photo/1
[1] https://twitter.com/cscolari/status/1550792456345640960/photo/1
[1] https://twitter.com/dscheykopp/status/1594637545450704896/photo/1

Top URLs in Tweet in G9:
[2] https://gephi.org/
[1] https://twitter.com/PUEDJSUNAM/status/1575660966112505856
[1] https://twitter.com/leogarciamx/status/1567696059035426816/photo/1
[1] https://twitter.com/Piniisima/status/1581317798826897408/photo/1
[1] https://twitter.com/Piniisima/status/1553430237136003072/photo/1
[1] https://twitter.com/Piniisima/status/1539786682924507136/photo/1
[1] https://twitter.com/vampipe/status/1557599906830979072/photo/1
[1] https://puedjs.unam.mx/talleres-ciudadanos-2022
[1] https://twitter.com/PUEDJSUNAM/status/1575660966112505856/photo/1
[1] https://twitter.com/NudoCojo/status/1567689901784678413/photo/1

Top URLs in Tweet in G10:
[9] https://twitter.com/GiordMarco96/status/1573722324246863874
[5] https://twitter.com/GiordMarco96/status/1571464972244516865
[3] https://twitter.com/digitacy/status/1565257171931172865/photo/1
[1] https://twitter.com/GiordMarco96/status/1584615634528182272
[1] https://typer.tiangolo.com/
[1] https://networkx.org/
[1] https://twitter.com/GiordMarco96/status/1573722324246863874/photo/1
[1] https://twitter.com/GiordMarco96/status/1571464972244516865/photo/1
[1] https://searchengineland.com/easy-visualizations-pagerank-page-groups-gephi-265716
[1] https://digitacy.com/visualizing-ecommerce-website-structures-50m-pages-crawled/

Top Domains
Top Domains in Tweet in Entire Graph:
[1135] twitter.com
[104] youtube.com
[102] nodexlgraphgallery.org
[99] wordpress.com
[91] gephi.org
[60] github.com
[52] twitch.tv
[29] google.com
[24] anonfiles.com
[15] medium.com

Top Domains in Tweet in G1:
[436] twitter.com
[89] wordpress.com
[75] nodexlgraphgallery.org
[60] youtube.com
[50] twitch.tv
[32] github.com
[10] nocodefunctions.com
[8] gephi.org
[8] github.io
[6] edu.au

Top Domains in Tweet in G2:
[7] twitter.com
[1] tweetedtimes.com

Top Domains in Tweet in G3:
[39] twitter.com
[11] gephi.org
[6] medium.com
[3] osintcombine.com
[2] digitalsocietyschool.org
[2] wixsite.com
[1] github.io
[1] arcgis.com
[1] cytoscape.org
[1] socnetv.org

Top Domains in Tweet in G4:
[36] twitter.com
[26] nodexlgraphgallery.org
[21] google.com
[9] youtube.com
[8] eventbrite.com
[7] gephi.org
[3] github.com
[1] wordpress.com
[1] gitlab.io
[1] powerbi.com

Top Domains in Tweet in G5:
[74] twitter.com
[11] gephi.org
[8] upv.es
[5] github.com
[3] wordpress.com
[3] medium.com
[3] shijiezhou.com
[3] maven.org
[3] fiverr.com
[3] payhip.com

Top Domains in Tweet in G6:
[26] twitter.com
[4] gephi.org
[4] github.com
[2] twitch.tv
[1] nightingaledvs.com

Top Domains in Tweet in G7:
[13] twitter.com
[2] github.com
[1] co.uk
[1] youtube.com

Top Domains in Tweet in G8:
[21] twitter.com
[3] youtube.com
[2] sagepub.com
[2] github.com
[2] networksciencelab.com
[1] hypotheses.org
[1] edu.au
[1] udemy.com
[1] bit.ly

Top Domains in Tweet in G9:
[8] twitter.com
[2] gephi.org
[1] unam.mx

Top Domains in Tweet in G10:
[29] twitter.com
[1] tiangolo.com
[1] networkx.org
[1] searchengineland.com
[1] digitacy.com
[1] co.uk
[1] mem.ai
[1] marketbrew.ai
[1] connect.gt

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[476] gephi
[311] twitterresearchproject
[230] mediaresearchinstitute
[196] nodexl
[144] socialnetworkanalysis
[136] datascience
[126] machinelearning
[117] rstats
[98] ai
[79] photography



Top Hashtags in Tweet in G1:
[279] twitterresearchproject
[250] gephi
[207] mediaresearchinstitute
[132] nodexl
[119] socialnetworkanalysis
[107] rstats
[104] machinelearning
[95] datascience
[77] ai
[77] openscience

Top Hashtags in Tweet in G2:
[10] cuba
[3] cubaporlapaz
[3] zoquete
[1] cubaesamor
[1] dictaduracubana
[1] cubapalacalle
[1] soscuba
[1] eliminaelbloqueo

Top Hashtags in Tweet in G3:
[37] gephi
[25] nodexl
[23] sna
[21] dataviz
[21] socialmedia
[18] bigdata
[18] datascience
[13] neuroscience
[12] ai
[11] bioinformatics

Top Hashtags in Tweet in G4:
[24] gephi
[17] nodexl
[16] twitterresearchproject
[13] mediaresearchinstitute
[10] socialmedia
[9] bigdata
[8] dataviz
[7] slush
[7] twitter
[7] machinelearning

Top Hashtags in Tweet in G5:
[19] gephi
[4] graph
[3] twitter
[3] cubaporlapaz
[2] 意大利邮件数据库
[2] zonajajan
[2] upec
[2] machinelearning
[2] networkx
[2] r

Top Hashtags in Tweet in G6:
[22] debatertve
[6] osint
[2] futurerecomienda
[2] osinters
[2] iworkshopqqc
[2] gephi
[1] bots
[1] twitch
[1] dataviztober
[1] porandalucía

Top Hashtags in Tweet in G7:
[1] debatenaband
[1] freejairme

Top Hashtags in Tweet in G8:
[38] newbook
[24] gephi
[23] newchapter
[9] sunbelt2022
[8] workingpaper
[7] python
[6] digitalhumanities
[5] twitterstorians
[4] complexnetwork
[4] amlo

Top Hashtags in Tweet in G9:
[1] descuentomapache
[1] puedjs
[1] elpeje

Top Hashtags in Tweet in G10:
[27] seo
[6] python
[1] searchengineoptimization
[1] visualization
[1] semanticseo
[1] semanticsearch
[1] entityseo
[1] topicalauthority
[1] entityanalytics
[1] google

Top Words
Top Words in Tweet in Entire Graph:
[4416] gephi
[883] twitter
[722] network
[688] verukita1
[654] herramienta
[623] red
[614] visualizar
[586] etiqueta
[586] networks
[586] torno

Top Words in Tweet in G1:
[1636] gephi
[279] #twitterresearchproject
[259] network
[250] #gephi
[233] allhoff_joachim
[207] #mediaresearchinstitute
[198] nicolasbchb
[178] tweets
[170] verukita1
[156] 2022

Top Words in Tweet in G2:
[548] gephi
[545] herramienta
[544] visualizar
[543] red
[524] twitter
[523] torno
[521] convoca
[521] etiqueta
[519] periodistascuba
[517] utilizado

Top Words in Tweet in G3:
[503] gephi
[465] verukita1
[354] networks
[337] wonderful
[335] take
[323] source
[323] open
[322] graphs
[322] software
[322] explore

Top Words in Tweet in G4:
[157] gephi
[60] nodexl
[43] software
[40] networks
[39] source
[39] wonderful
[37] allows
[37] visualize
[37] graphs
[37] kinds

Top Words in Tweet in G5:
[193] gephi
[31] data
[31] network
[20] graph
[19] #gephi
[19] social
[16] analysis
[14] using
[14] twitter
[13] redes

Top Words in Tweet in G6:
[92] gephi
[83] julianmaciast
[61] gráfico
[61] cuentas
[56] vemos
[56] últimos
[56] mundocryto
[56] mencionando
[56] retuiteadas
[56] destacadas

Top Words in Tweet in G7:
[46] gephi
[40] pedro_barciela
[16] pra
[14] dados
[14] lulaoficial
[14] mas
[14] eu
[12] mais
[12] uma
[12] ele

Top Words in Tweet in G8:
[87] gephi
[59] snurb_dot_info
[46] axel
[42] using
[41] networks
[39] monrodriguez
[39] guersole
[39] cscolari
[38] analyse
[38] bruns

Top Words in Tweet in G9:
[40] piniisima
[37] leogarciamx
[37] redes
[30] grafo
[27] gephi
[21] quiere
[17] puntitos
[17] marañas
[17] amiguitos
[17] sociales'

Top Words in Tweet in G10:
[95] gephi
[83] data
[56] giordmarco96
[43] website
[33] check
[30] internal
[29] more
[29] structure
[27] api
[27] #seo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[638] herramienta,gephi
[606] gephi,visualizar
[584] twitter,torno
[581] torno,etiqueta
[561] visualizar,red
[542] etiqueta,convoca
[539] red,twitter
[526] utilizado,herramienta
[525] hemos,utilizado
[524] periodistascuba,hemos

Top Word Pairs in Tweet in G1:
[196] #mediaresearchinstitute,#twitterresearchproject
[191] gephi,gephi
[135] allhoff_joachim,#mediaresearchinstitute
[110] #twitterresearchproject,digital
[110] digital,landscape
[101] gephi,10
[99] #gephi,#nodexl
[92] dark,mode
[91] worldwide,tweets
[87] image,export

Top Word Pairs in Tweet in G2:
[545] herramienta,gephi
[544] gephi,visualizar
[543] visualizar,red
[523] red,twitter
[523] twitter,torno
[521] etiqueta,convoca
[520] torno,etiqueta
[517] utilizado,herramienta
[516] hemos,utilizado
[515] periodistascuba,hemos

Top Word Pairs in Tweet in G3:
[329] gephi,wonderful
[320] graphs,networks
[319] open,source
[319] kinds,graphs
[318] software,allows
[318] visualize,explore
[318] allows,visualize
[318] wonderful,open
[318] source,software
[318] explore,kinds

Top Word Pairs in Tweet in G4:
[37] kinds,graphs
[37] wonderful,open
[37] visualize,explore
[37] gephi,wonderful
[37] source,software
[37] graphs,networks
[37] open,source
[37] explore,kinds
[37] allows,visualize
[37] software,allows

Top Word Pairs in Tweet in G5:
[12] network,analysis
[9] social,network
[8] using,gephi
[6] gephi,maven
[6] maven,plugin
[6] herramienta,gephi
[5] etiqueta,convoca
[5] periodistas,cuba
[5] convoca,desobediencia
[5] unión,periodistas

Top Word Pairs in Tweet in G6:
[56] mundocryto,manithawani
[56] anterior,vemos
[56] vemos,destacadas
[56] cuentas,retuiteadas
[56] manithawani,últimos
[56] destacadas,cuentas
[56] gráfico,anterior
[56] mencionando,mundocryto
[56] retuiteadas,mencionando
[55] julianmaciast,gráfico

Top Word Pairs in Tweet in G7:
[6] pedro_barciela,anitta
[6] anitta,lulaoficial
[6] esses,gráficos
[6] lulaoficial,cajupensa
[5] os,dados
[4] lulaoficial,ptbrasil
[4] api,twitter
[4] ideias_radicais,pedro_barciela
[4] pedro_barciela,gephi
[3] pedro_barciela,pedro

Top Word Pairs in Tweet in G8:
[40] using,gephi
[39] guersole,monrodriguez
[38] analyse,networks
[38] axel,bruns
[38] networks,using
[38] visually,analyse
[36] cscolari,#newbook
[24] snurb_dot_info,guersole
[23] #newbook,#newchapter
[23] bruns,snurb_dot_info

Top Word Pairs in Tweet in G9:
[17] redes,sociales'
[17] amiguitos,marañas
[17] sociales',apantallando
[17] 'investigador,redes
[17] usted,jugar
[17] quiere,usted
[17] apantallando,amiguitos
[17] marañas,puntitos
[17] jugar,'investigador
[16] encargado,redes

Top Word Pairs in Tweet in G10:
[23] scraper,website
[23] stack,#seo
[23] serp,api
[23] check,structure
[23] data,stack
[23] data,serp
[23] market,data
[23] website,data
[23] data,gephi
[23] api,market

Top Replied-To
Top Replied-To in Entire Graph:
@gephi
@nicolasbchb
@seinecle
@totetmatt
@pedro_barciela
@jacomyma
@neolectron
@jacomyal
@giordmarco96
@americanhacker

Top Replied-To in G1:
@gephi
@nicolasbchb
@seinecle
@totetmatt
@jacomyal
@neolectron
@jacomyma
@mathieubastian
@eddyrobinson
@grandjeanmartin

Top Replied-To in G2:
@periodistascuba

Top Replied-To in G3:
@hacback17
@verukita1
@anayasmeensalah
@jacomyma
@allforosint
@marilhavesv
@leofn3
@projeto_enders
@smouton

Top Replied-To in G4:
@mihkal
@step_up_one
@fierbmi
@marcowenjones
@this0499154500
@ladataviz
@seinecle
@jas3600
@smartkiwis

Top Replied-To in G5:

Top Replied-To in G6:
@barripdmx
@soymmadrigal
@julianmaciast
@carlosguadian
@congosto
@jbo
@zifra
@nereanavarro_
@cursoshel
@velillaypunto

Top Replied-To in G7:
@pedro_barciela
@arcelinobsilva
@alecrlm
@ricardoguidoval
@lzmath
@aphonso
@ceeserafin
@tiago2212
@fabbento

Top Replied-To in G8:
@jacomyma
@gephi
@dh_potsdam
@scott_wright1
@cscolari
@mantraraya
@signa_lab
@friede

Top Replied-To in G9:
@piniisima
@nudocojo
@chris_olivera26
@eudistag
@elgr4npatriarca
@mathscidata
@vampipe
@sonate_bleu

Top Replied-To in G10:
@giordmarco96
@martinomosna
@alton_lex
@dejanseo
@chrisradny
@thomascubel
@andrea_moro
@koraygubur
@scott_stouffer
@alizeebaudez

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@verukita1
@periodistascuba
@allhoff_joachim
@nicolasbchb
@jacomyma
@seinecle
@grandjeanmartin
@ouestware
@julianmaciast

Top Mentioned in G1:
@gephi
@allhoff_joachim
@nicolasbchb
@verukita1
@jacomyma
@grandjeanmartin
@ouestware
@seinecle
@mathieubastian
@totetmatt

Top Mentioned in G2:
@periodistascuba
@mariadiazperer1
@reinaldocspede2
@axl77592447
@brunorguezp
@cubanattorney75
@gelaciooviedo

Top Mentioned in G3:
@verukita1
@seinecle
@gephi
@jacomyma
@allhoff_joachim
@allforosint
@banpangar
@graphia_app
@petitpixel29
@elieallouche

Top Mentioned in G4:
@gephi
@verukita1
@nodexl
@allhoff_joachim
@imetascience
@marinsanna
@innov_inf
@fierbmi
@marcowenjones
@slushhq

Top Mentioned in G5:
@vs63irfputf5ohv
@chirchironald
@davetroy
@fabienbp

Top Mentioned in G6:
@julianmaciast
@congosto
@soymmadrigal
@gephi
@datajournalism1
@futurespaceint
@barripdmx
@antoniomaestre
@navajanegra_ab
@cursoshel

Top Mentioned in G7:
@pedro_barciela
@lulaoficial
@thiagoresiste
@anitta
@cajupensa
@andrejanonesadv
@janjalula
@delucca
@haddad_fernando
@ptbrasil

Top Mentioned in G8:
@snurb_dot_info
@guersole
@monrodriguez
@cscolari
@gephi
@carlosarcila
@aqsaqal
@dnd_jwi

Top Mentioned in G9:
@leogarciamx
@piniisima
@cirogomezl
@chumeltorres
@ricardoalemanmx
@_vicenteserrano
@carlosloret
@epigmenioibarra
@julioastillero
@rivapa

Top Mentioned in G10:
@giordmarco96
@gephi
@screamingfrog
@giorgiotave
@nichepursuits
@bottarello
@freshbooks
@ahmed_seo_
@uetroslav
@alsoasked

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@collegemenfess
@cybersecurityn8
@_redfrog
@botraj1
@aepishere
@o_fabriciosouza
@katcapps
@dataaugmented
@topgaming43

Top Tweeters in G1:
@cybersecurityn8
@_redfrog
@education_24x7
@hubofml
@godfrey_g_
@ssxman2
@ricardo_ik_ahau
@thecuriousluke
@laveilletechno
@rstatstweet

Top Tweeters in G2:
@alelross198
@alfonsoramrezl2
@yanetro50139443
@lilitica
@rafaelg67242950
@camilagzlez34
@culturalmacondo
@alenamf19
@oscarav16928850
@franklopezcuba

Top Tweeters in G3:
@ayirpelle
@pash22
@datasciencebot_
@news_nocode
@ritzberry
@marilhavesv
@01062021ad
@xthebigdatabotx
@charlyaztec
@sandroandrine

Top Tweeters in G4:
@chidambara09
@botraj1
@o_fabriciosouza
@nicochan33
@harmonyis1
@jchilton666
@rosiaxbot
@miyakilee
@rldi_lamy
@mdrechsler

Top Tweeters in G5:
@topgaming43
@turopitakii
@ugm_fess
@cho2mlhc
@chirchironald
@new101s
@jjmerelo
@desespereil
@couponsnagar
@kamikudakun

Top Tweeters in G6:
@rosarobco
@ignotolugar
@kieroirmeamarte
@carollm333
@yakomarhippy
@rosakempin
@splth32
@mercedescloilde
@malakarenovatio
@paco229

Top Tweeters in G7:
@eurenesilva
@berdantorres
@marineswitzke
@jnascim
@xicosa
@ptbrasil
@kalliloliveira_
@nathzulns
@alexand92840726
@tesoureiros

Top Tweeters in G8:
@aledelarroyo
@richardkimphd
@mikertrice
@monrodriguez
@snurb_dot_info
@friede
@bdavewalters
@cscolari
@turquinauta
@digtalhumanatee

Top Tweeters in G9:
@josbondi
@epigmenioibarra
@mariantop1
@ricardoalemanmx
@armandovuelo
@robertobarquin
@julioastillero
@_antonioleyva
@caricatutronico
@victorg07606867

Top Tweeters in G10:
@pythonbot_by_pm
@davidiwanow
@memdotai
@robsearch
@sdogdev
@jlwchambers
@giorgiotave
@screamingfrog
@girish1729
@freshbooks