Gephi, Twitter, 8/26/2023 11:26:42 AM, 292306


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Gephi Twitter NodeXL SNA Map and Report for lauantai, 26 elokuuta 2023 at 08.45 UTC
Gephi Twitter NodeXL SNA Map and Report for lauantai, 26 elokuuta 2023 at 08.45 UTC
From:
mihkal
Uploaded on:
August 26, 2023
Short Description:
Gephi via NodeXL https://bit.ly/47Lu0XB
@gephi
@theprojectmerge
@rocketbotpro
@dfwplay
@mergebcdg
@jacomyma
@nodexl
@seinecle
@bendobrown
@nicolasbchb

Top hashtags:
#Gephi
#gephi
#DataScience
#nodexl
#TwitterResearchProject
#MachineLearning
#OpenScience

Description:
Description
The graph represents a network of 8 901 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 20 000 tweets, tweeted between 1.1.2020 11.45.10 and 26.8.2023 11.45.10. The network was obtained from Twitter on Saturday, 26 August 2023 at 11:03 UTC.

The tweets in the network were tweeted over the 3980-day, 15-hour, 39-minute period from Monday, 01 October 2012 at 22:23 UTC to Saturday, 26 August 2023 at 14:02 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 : 8901
Unique Edges : 11082
Edges With Duplicates : 11456
Total Edges : 22538
Number of Edge Types : 9
Mentions : 4588
Replies to : 5243
MentionsInReplyTo : 9219
Tweet : 2232
Quote : 554
MentionsInQuote : 414
MentionsInQuoteReply : 244
Retweet : 18
MentionsInRetweet : 26
Self-Loops : 3784
Reciprocated Vertex Pair Ratio : 0,0646255544924763
Reciprocated Edge Ratio : 0,12140522875817
Connected Components : 1975
Single-Vertex Connected Components : 1170
Maximum Vertices in a Connected Component : 5319
Maximum Edges in a Connected Component : 19020
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4,348308
Graph Density : 0,000154508583179014
Modularity : 0,460858
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 8 901 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 20 000 tweets, tweeted between 1.1.2020 11.45.10 and 26.8.2023 11.45.10. The network was obtained from Twitter on Saturday, 26 August 2023 at 11:03 UTC.

The tweets in the network were tweeted over the 3980-day, 15-hour, 39-minute period from Monday, 01 October 2012 at 22:23 UTC to Saturday, 26 August 2023 at 14:02 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 : TwitterSearch3
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[176] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[116] https://gephi.org/
[89] https://fotografie2014.wordpress.com/twitter/
[54] https://mediaresearchinstitute.wordpress.com
[19] https://gephi.org
[19] https://www.eventbrite.co.uk/e/social-network-analysis-using-nodexl-intermediate-level-tickets-137462240261?aff=erelexpmlt
[18] http://ow.ly/zHD530q3Dql
[17] https://mediaresearchinstitute.wordpress.com/forschung-einb
[16] https://gephi.org/gephi-lite/
[13] https://www.twitch.tv/datalgo

Top URLs in Tweet in G1:
[176] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[89] https://fotografie2014.wordpress.com/twitter/
[54] https://mediaresearchinstitute.wordpress.com
[19] https://www.eventbrite.co.uk/e/social-network-analysis-using-nodexl-intermediate-level-tickets-137462240261?aff=erelexpmlt
[18] http://ow.ly/zHD530q3Dql
[17] https://mediaresearchinstitute.wordpress.com/forschung-einb
[13] https://www.twitch.tv/clementlevallois
[13] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph-part-two/
[12] https://ift.tt/2CdqXr3
[11] https://www.twitch.tv/datalgo

Top URLs in Tweet in G2:
[37] https://gephi.org/
[11] https://ift.tt/UTC0t2a
[7] https://www.eventbrite.ca/e/gephi-tickets-168779854087
[4] https://gephi.org
[4] https://bitquery.io/blog/visualize-coinpath-results-using-gephi?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[4] http://www.fil.phalanx-it.de
[3] https://hackernoon.com/how-to-analyze-and-visualize-the-game-of-thrones-character-relationships-km4c3ere
[3] https://github.com/gephi/gephi
[3] https://bitquery.io/blog/visualize-coinpath-results-using-gephi?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://news.ycombinator.com/item?id=30915870

Top URLs in Tweet in G3:
[3] https://escoladedados.org/tutoriais/visualizando-redes-do-youtube-com-o-gephi/
[2] https://gephi.org/
[1] https://github.com/digitalmethodsinitiative/dmi-tcat
[1] https://gwu-libraries.github.io/sfm-ui/
[1] https://www.youtube.com/watch?v=j_PUwmDcPBs

[1] https://youtu.be/snPR8CwPld0
[1] https://escoladedados.org/coda2021/grafos-everywhere-como-criar-e-analisar-grafos/
[1] https://www.ibpad.com.br/blog/comunicacao-digital/estudando-musica-paraense-no-spotify/
[1] https://medium.com/@Luca/guide-analyzing-twitter-networks-with-gephi-0-9-1-2e0220d9097d
[1] https://www.youtube.com/watch?v=yvGNr4hX4ms


Top URLs in Tweet in G4:
[6] https://github.com/congosto/t-hoarder_kit
[4] https://gephi.org/
[3] https://twitter.com/cazamosfakenews/status/1206714632540434432?s=19
[2] https://buff.ly/38OUdpR
[2] https://buff.ly/33U8aQq
[2] https://buff.ly/2szG6DS
[2] https://buff.ly/2EkIotg
[2] https://buff.ly/38NmvRh
[1] https://twitter.com/BarriPdmx/status/1583759994386022400
[1] https://twitter.com/congosto/status/1079494922833723392

Top URLs in Tweet in G5:
[2] https://benjaminstrick.com/how-i-scrape-and-analyse-twitter-networks/
[2] http://suncalc.org
[2] http://burdgis.sigma.s3-website-eu-west-1.amazonaws.com/
[2] https://go.unimelb.edu.au/qx4e
[1] https://twitter.com/BenDoBrown/status/1255547411201691651?s=20
[1] https://gephi.org/gephi-lite
[1] https://twitter.com/BenDoBrown/status/1168897466810454016?s=20
[1] https://medialab.iscte-iul.pt/blogue/
[1] https://twitter.com/SanjayS03171707/status/1306564624376975363?s=20
[1] https://topt.al/ezcwkn

Top URLs in Tweet in G6:
[5] https://youtu.be/o-D-Duv8Mcs
[3] https://www.youtube.com/watch?v=o-D-Duv8Mcs

[2] https://drive.google.com/file/d/1ZXx17Ss6WBxy8iif6aNpnYpjFY-UkiOb/view?usp=sharing
[2] https://www.youtube.com/watch?v=8lDndBPEDj4

[2] https://www.youtube.com/watch?v=8lDndBPEDj4&ab_channel=NodeXL

[2] https://drive.google.com/file/d/1OPGaOAVwJ5fRj8ZtFDnFbmS7QKricRim/view?usp=sharing
[2] https://drive.google.com/file/d/1ySU6lLql3jb9eZmHP-E86G6YzI0Vs1cw/view?usp=sharing
[2] https://drive.google.com/file/d/1V8VDKgqRE3Ait1LOwdKrF73c0Y2BEvse/view?usp=sharing
[2] https://gephi.org/
[2] https://tweetedtimes.com/v/15124?s=tnp

Top URLs in Tweet in G7:
[6] https://gephi.org/
[3] https://twitter.com/conspirator0/status/1399547346535563265
[3] https://lucahammer.com/2016/09/06/guide-analyzing-twitter-networks-with-gephi-0-9-1/
[3] https://lucahammer.com/2019/11/05/creating-a-retweet-network-for-gephi-from-a-local-file-with-python/
[2] https://github.com/DocNow/twarc
[2] https://thegrayzone.com/2018/10/29/shamiwitness-how-bellingcat-and-neocons-collaborated-with-the-most-influential-isis-propagandist-on-twitter/
[2] https://elpais.com/tecnologia/2020-05-20/yo-fui-un-bot-las-confesiones-de-un-agente-dedicado-al-engano-en-twitter.html
[2] http://www.martingrandjean.ch/gephi-introduction/
[1] https://www.diegoromero.es/santiago-de-compostela-campo-de-estrellas/
[1] https://mobile.twitter.com/ricarduscaseus/status/1181174830843850753

Top URLs in Tweet in G8:
[1] http://gephi.org

Top URLs in Tweet in G9:
[2] https://gephi.org
[1] https://github.com/gephi/gephi/issues/1836
[1] https://twitter.com/deepfates/status/1346873595981656066?s=19
[1] https://twitter.com/MenanderSoter/status/1219777009737510912?s=20
[1] https://twitter.com/deepfates/status/1222950709798162433?s=19
[1] https://twitter.com/deepfates/status/1346879388177080320
[1] https://developer.twitter.com/en.html
[1] http://twitterverse.net
[1] https://en.wikipedia.org/wiki/Eigenvector_centrality
[1] https://dl.acm.org/doi/10.1145/324133.324140

Top URLs in Tweet in G10:
[1] https://gephi.org/
[1] https://github.com/r0zetta/graph_simulations
[1] https://bit.ly/3o1myTm
[1] http://miriamposner.com/dh101f15/index.php/creating-a-network-graph-with-gephi/
[1] https://ostprog.de/die-kindertruppe-der-initiative-familien-gegen-die-vernunft/
[1] https://www.volksverpetzer.de/querdenker/querdenken-netzwerk-welt/
[1] https://blog.totetmatt.fr/gephis-twitter-streaming-importer-v2-is-out.html
[1] https://networkx.org/
[1] https://datenverstehen.de/twitter-api-v2-gephi/
[1] https://datenverstehen.de/netzwerkanalyse-einfach/

Top Domains
Top Domains in Tweet in Entire Graph:
[429] wordpress.com
[251] bit.ly
[191] gephi.org
[154] github.com
[122] twitter.com
[120] google.com
[80] youtube.com
[73] youtu.be
[62] medium.com
[59] twitch.tv

Top Domains in Tweet in G1:
[408] wordpress.com
[195] bit.ly
[74] github.com
[56] twitch.tv
[39] gephi.org
[32] medium.com
[32] twitter.com
[29] co.uk
[24] nebula-graph.io
[21] nocodefunctions.com

Top Domains in Tweet in G2:
[50] gephi.org
[29] ift.tt
[27] bit.ly
[20] github.com
[18] youtube.com
[16] medium.com
[13] dlvr.it
[10] youtu.be
[9] wordpress.com
[9] bitquery.io

Top Domains in Tweet in G3:
[5] escoladedados.org
[5] gephi.org
[3] youtube.com
[2] medium.com
[1] github.com
[1] github.io
[1] youtu.be
[1] com.br
[1] wordpress.com
[1] gitlab.io

Top Domains in Tweet in G4:
[16] twitter.com
[10] github.com
[10] buff.ly
[4] gephi.org
[3] tableau.com
[2] eldiario.es
[2] bit.ly
[1] rpubs.com
[1] t-hoarder.com
[1] dropbox.com

Top Domains in Tweet in G5:
[7] twitter.com
[4] edu.au
[3] benjaminstrick.com
[3] github.com
[2] gephi.org
[2] topt.al
[2] readthedocs.io
[2] suncalc.org
[2] medium.com
[2] amazonaws.com

Top Domains in Tweet in G6:
[85] google.com
[12] youtube.com
[6] youtu.be
[4] indeedsir.com
[4] bit.ly
[4] gephi.org
[3] tweetedtimes.com
[2] powerbi.com
[1] hs.fi
[1] iltalehti.fi

Top Domains in Tweet in G7:
[10] twitter.com
[8] gephi.org
[8] lucahammer.com
[4] youtube.com
[4] github.com
[3] thegrayzone.com
[2] bellingcat.com
[2] medium.com
[2] thedailybeast.com
[2] elpais.com

Top Domains in Tweet in G8:
[1] gephi.org

Top Domains in Tweet in G9:
[11] twitter.com
[3] github.com
[3] gephi.org
[2] twitterverse.net
[1] wikipedia.org
[1] acm.org
[1] plos.org
[1] arxiv.org
[1] wikimedia.org
[1] ouseful.info

Top Domains in Tweet in G10:
[2] datenverstehen.de
[1] gephi.org
[1] github.com
[1] bit.ly
[1] miriamposner.com
[1] ostprog.de
[1] volksverpetzer.de
[1] totetmatt.fr
[1] networkx.org
[1] f-secure.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[715] Gephi
[650] gephi
[459] DataScience
[384] nodexl
[347] TwitterResearchProject
[288] MachineLearning
[276] OpenScience
[262] SocialNetworkAnalysis
[251] RStats
[231] Nodexl



Top Hashtags in Tweet in G1:
[499] Gephi
[421] DataScience
[405] gephi
[346] TwitterResearchProject
[311] nodexl
[281] MachineLearning
[275] OpenScience
[252] SocialNetworkAnalysis
[244] RStats
[228] Nodexl

Top Hashtags in Tweet in G2:
[83] Gephi
[73] gephi
[21] DataLiteracy_Oman
[16] BCOM4933_SP2020
[15] DataScience
[13] SNA
[12] Twitter
[12] OSINT
[11] DataVisualization
[10] graph

Top Hashtags in Tweet in G3:
[4] Gephi
[2] grafos
[2] CodaBr20
[2] CodaBr19
[2] CPIdaCovid
[1] Queria
[1] DigitalSwiss5
[1] digitalmethods
[1] controversymapping
[1] networkviz

Top Hashtags in Tweet in G4:
[10] Gephi
[5] Python
[4] DataScience
[4] gephi
[3] PowerBI
[3] Tableau
[3] Data
[3] BigData
[3] MachineLearning
[3] Zaldibar

Top Hashtags in Tweet in G5:
[10] OSINT
[9] RealSikhsAgainstKhalistan
[9] SikhsRejectKhalistan
[3] COVID19
[3] Gephi
[3] gephi
[3] arxiusalcarrer
[3] dataviz
[3] DMITCAT
[3] Mediaflux

Top Hashtags in Tweet in G6:
[9] twitter
[7] Gephi
[5] dataviz
[5] Cuba
[4] socialmedia
[4] networkanalytics
[4] politiikka
[4] nodexl
[3] slush
[3] covid19

Top Hashtags in Tweet in G7:
[4] Gephi
[3] AoIR2022
[3] gephi
[2] Networks
[2] Recomendación
[2] redes
[2] GEPHI
[2] EspacioMuestral
[1] compartir
[1] experiencias

Top Hashtags in Tweet in G8:
[20] MERGE
[14] Merge
[9] merge
[2] whex
[1] xphx
[1] busd
[1] RocketBotPro
[1] rocketbotpro

Top Hashtags in Tweet in G10:
[11] Gephi
[2] مهسا_امینی
[2] gephi
[2] datavis
[2] Twitter
[2] Streaming
[2] disinfo
[1] NazaninZaghariRatcliffe
[1] disinformation
[1] Ukraine

Top Words
Top Words in Tweet in Entire Graph:
[8536] gephi
[3947] the
[3426] a
[3242] to
[2912] de
[2769] and
[2207] of
[2175] i
[1952] in
[1788] for

Top Words in Tweet in G1:
[2661] gephi
[1527] the
[1161] to
[1060] a
[946] and
[915] #gephi
[879] of
[762] in
[683] de
[652] #nodexl

Top Words in Tweet in G2:
[1086] gephi
[455] the
[434] de
[420] a
[400] and
[373] to
[240] i
[237] of
[222] in
[207] for

Top Words in Tweet in G3:
[284] gephi
[227] o
[196] de
[171] e
[115] no
[103] que
[102] a
[75] é
[70] com
[65] dados

Top Words in Tweet in G4:
[415] de
[367] gephi
[244] y
[197] que
[188] el
[177] con
[168] la
[135] a
[124] los
[118] es

Top Words in Tweet in G5:
[183] gephi
[125] the
[77] a
[66] of
[59] i
[58] twitter
[56] and
[52] bendobrown
[49] de
[46] to

Top Words in Tweet in G6:
[261] gephi
[82] nodexl
[80] the
[74] in
[70] to
[67] a
[64] and
[56] data
[47] of
[44] same

Top Words in Tweet in G7:
[280] the
[252] gephi
[195] to
[169] a
[148] and
[144] of
[113] i
[95] in
[89] is
[86] for

Top Words in Tweet in G8:
[141] rocketbotpro
[141] gephi
[139] theprojectmerge
[138] mergebcdg
[138] dfwplay
[43] #merge
[12] thanks
[10] merge
[9] good
[8] done

Top Words in Tweet in G9:
[55] gephi
[48] the
[40] to
[35] a
[27] you
[26] of
[26] and
[25] for
[25] with
[23] i

Top Words in Tweet in G10:
[110] gephi
[67] the
[52] and
[39] i
[36] nodexl
[36] to
[33] of
[29] for
[26] in
[25] you

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[368] network,analysis
[333] of,the
[288] social,network
[286] in,gephi
[280] with,gephi
[277] #gephi,#nodexl
[275] in,the
[274] for,the
[264] gephi,and
[228] #nodexl,#rstats

Top Word Pairs in Tweet in G1:
[275] #gephi,#nodexl
[228] #nodexl,#rstats
[208] #mediaresearchinstitute,#twitterresearchproject
[179] top,hashtags
[178] via,nodexl
[173] #datascience,#openscience
[153] network,analysis
[153] social,network
[153] for,the
[130] #rstats,#machinelearning

Top Word Pairs in Tweet in G2:
[63] network,analysis
[60] using,gephi
[48] gephi,is
[45] of,the
[42] social,network
[41] in,gephi
[40] with,gephi
[37] gephi,the
[36] open,source
[36] gephi,and

Top Word Pairs in Tweet in G3:
[88] o,gephi
[55] no,gephi
[30] os,dados
[29] o,grafo
[20] de,redes
[20] com,o
[17] do,gephi
[16] gephi,para
[16] e,o
[16] do,twitter

Top Word Pairs in Tweet in G4:
[51] con,gephi
[39] y,gephi
[28] de,los
[28] análisis,de
[27] t,hoarder
[26] gephi,y
[24] de,gephi
[22] de,la
[22] los,datos
[20] el,grafo

Top Word Pairs in Tweet in G5:
[18] openrefine,gephi
[17] capteurso,sector035
[17] trnsmtfest,simabasel
[17] ubuntu,google
[17] google,3mm4h3ff
[17] firefox,getsharex
[17] chris_foulon,thepsf
[17] wiresharknews,spiderfoot
[17] katyanton,owasp
[17] mwosint,trnsmtfest

Top Word Pairs in Tweet in G6:
[30] in,gephi
[22] the,same
[16] nodexl,gephi
[15] a,gephi
[12] gephi,viz
[11] a,la
[11] with,gephi
[11] from,nodexl
[10] same,in
[10] of,the

Top Word Pairs in Tweet in G7:
[68] opcw,bellingcat
[68] bellingcat,gephi
[56] emmibevensee,opcw
[29] of,the
[19] in,gephi
[17] in,the
[15] to,the
[15] you,are
[13] gephi,and
[12] the,network

Top Word Pairs in Tweet in G8:
[139] gephi,theprojectmerge
[136] theprojectmerge,mergebcdg
[130] mergebcdg,rocketbotpro
[120] dfwplay,gephi
[36] rocketbotpro,#merge
[10] rocketbotpro,thanks
[7] rocketbotpro,done
[7] rocketbotpro,good
[7] rocketbotpro,merge
[5] good,luck

Top Word Pairs in Tweet in G9:
[11] the,gephi
[6] you,can
[6] of,the
[6] to,see
[5] in,degree
[5] gephi,files
[5] can,do
[5] to,do
[5] a,twitter
[5] if,you

Top Word Pairs in Tweet in G10:
[18] gephi,and
[13] and,nodexl
[9] nodexl,and
[9] for,the
[8] and,gephi
[7] with,gephi
[7] nodexl,gephi
[7] gephi,for
[6] streaming,importer
[6] of,the

Top Replied-To
Top Replied-To in Entire Graph:
@gephi
@dfwplay
@jacomyma
@seinecle
@emmibevensee
@totetmatt
@barripdmx
@mihkal
@nicolasbchb

Top Replied-To in G1:
@gephi
@jacomyma
@seinecle
@totetmatt
@nicolasbchb
@nrauhauser
@mihkal
@flefgraph
@verukita1

Top Replied-To in G2:
@gephi
@epiellie
@haskelloween
@boogheta
@asenjodominguez

Top Replied-To in G3:
@pedro_barciela
@trifenol
@raquelrecuero
@fabiomalini
@arcelinobsilva
@noseconexoes
@followlori
@ananias_1979
@gephi

Top Replied-To in G4:
@barripdmx
@congosto
@gephi
@soymmadrigal
@julianmaciast
@cazamosfakenews
@david_romerosan
@girlbw_
@numeroteca

Top Replied-To in G5:
@bendobrown
@wondersmith_rae
@hpiedcoq
@0p4r3t0r
@bertram_hill1
@pilar__campos
@aslxne
@capone_int
@aniol

Top Replied-To in G6:
@gephi
@mihkal
@step_up_one
@seinecle
@jacomyma
@idasusanna
@ladataviz
@gmacscotland
@fierbmi
@jnkka

Top Replied-To in G7:
@emmibevensee
@3r1ng
@totetmatt
@eddyrobinson
@timothyjgraham
@s_palm
@gephi
@21wire
@2ndnewmoon
@conspirator0

Top Replied-To in G8:
@dfwplay

Top Replied-To in G9:
@menandersoter
@visakanv
@lennysan
@cortexfutura
@redoatz
@anirudhbadri
@pelotom

Top Replied-To in G10:
@marcowenjones
@a_klofat
@ggkuhnle
@cryptoninjaco
@petervieth
@floriangallwitz
@ihuertaz
@garrett_archer
@mit_csail

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@nodexl
@jacomyma
@allhoff_joachim
@theprojectmerge
@rocketbotpro
@mergebcdg
@docassar
@chidambara09
@nicolasbchb

Top Mentioned in G1:
@gephi
@nodexl
@jacomyma
@allhoff_joachim
@docassar
@chidambara09
@nicolasbchb
@mihkal
@michaelbathurst
@mathieubastian

Top Mentioned in G2:
@gephi
@marcowenjones
@davetroy
@templeuniv
@wutheringbytes
@totetmatt
@vidhuvyala
@congosto

Top Mentioned in G3:
@pedro_barciela
@gephi
@lulaoficial
@fabiomalini
@felipeneto
@midianinja
@marcelofreixo
@abocadelobo
@socioambiental
@samiabomfim

Top Mentioned in G4:
@gephi
@congosto
@t_hoarder
@barripdmx
@julianmaciast
@tableaupublic
@soymmadrigal
@anaclarisams
@populares
@docassar

Top Mentioned in G5:
@gephi
@bendobrown
@twitter
@fs0c131y
@github
@openrefine
@capteurso
@google
@spiderfoot
@dutch_osintguy

Top Mentioned in G6:
@gephi
@nodexl
@mspowerbi
@marinsanna
@thepsf
@smr_foundation
@was3210
@chidambara09
@eu_eurostat
@demarit

Top Mentioned in G7:
@gephi
@bellingcat
@opcw
@emmibevensee
@conspirator0
@totetmatt
@21wire
@intelwire
@zellaquixote
@luca

Top Mentioned in G8:
@gephi
@theprojectmerge
@rocketbotpro
@mergebcdg
@donjuliozz
@thorsethtorgeir
@catloverdoms28
@bondisgreat
@navinilbarg
@angry_red_bull

Top Mentioned in G9:
@gephi
@vgr
@kevinsimler
@devonzuegel
@menandersoter
@visakanv
@sonyasupposedly
@conaw
@michael_nielsen

Top Mentioned in G10:
@gephi
@ptubaro
@marcowenjones
@nodexl
@joebiden
@charityfs
@ihuertaz
@crowdtangle
@realdonaldtrump
@goldentheratio

Top Tweeters
Top Tweeters in Entire Graph:
@telkomsel
@threadreaderapp
@chidambara09
@collegemenfess
@codedailybot
@cleosagas1
@elespectador
@mroopchand143
@evankirstel
@o_fabriciosouza

Top Tweeters in G1:
@threadreaderapp
@chidambara09
@mroopchand143
@evankirstel
@o_fabriciosouza
@thewealthzone
@fluttbot
@godfrey_g_
@opensource_orgs
@mrproverbe

Top Tweeters in G2:
@topgaming43
@didienazhar
@turopitakii
@webissimo
@squizzradical
@hntweets
@feedpushr
@angsuman
@kemp_ebooks
@__carmenlopez

Top Tweeters in G3:
@folha
@uolnoticias
@rangel_lucia
@detremura
@lolaescreva
@berdantorres
@brasil247
@metropoles
@cynaramenezes
@rainmaker1973

Top Tweeters in G4:
@cleosagas1
@publico_es
@eldiarioes
@ororo_pride
@rosira_rosi
@martindonato
@mgonzov
@lubrio
@wiccaescoladeb1
@claragrima

Top Tweeters in G5:
@vilaweb
@1password
@slackhq
@google
@nan_dini_
@iancoldwater
@valkphotos
@aniol
@dikmenmec
@upgovt

Top Tweeters in G6:
@codedailybot
@prometeonews
@saleemulhuq
@iltasanomat
@deepgreendesign
@azcentral
@yleuutiset
@hsfi
@parents4future
@iltalehti_fi

Top Tweeters in G7:
@stilgherrian
@eliothiggins
@renieriarts
@tweetnotpost
@clarkemicah
@dfbbear
@s_palm
@ozkaterji
@accidntlmystic
@2ndnewmoon

Top Tweeters in G8:
@jtflores8
@_money_network_
@galideurr
@rocketbotpro
@kelami85043356
@viacheslavhalk1
@buffet1buffet
@bigduk2
@astroslover1982
@gordy_norman

Top Tweeters in G9:
@380kmh
@eigenrobot
@visakanv
@logo_daedalus
@minmodulation
@st_rev
@turrible_tao
@random_eddie
@vgr
@theannagat

Top Tweeters in G10:
@reuters
@welt
@nytimes
@bbcworld
@ap
@faznet
@stefanolix
@johnpavlovitz
@mehdirhasan
@hairyloon


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