gephi OR graphistry OR nodexl OR socioviznet, Twitter, 6/2/2020 1:25:25 PM, 228682


FAQ | Problem?

gephi OR graphistry OR nodexl OR socioviznet Twitter NodeXL SNA Map and Report for tiistai, 02 kesäk
gephi OR graphistry OR nodexl OR socioviznet Twitter NodeXL SNA Map and Report for tiistai, 02 kesäk
From:
mihkal
Uploaded on:
June 02, 2020
Short Description:
gephi OR graphistry OR nodexl OR socioviznet via NodeXL https://bit.ly/2MoKUTq
@nodexl
@mihkal
@bonniebaehr
@vivianfrancos
@gmacscotland
@smr_foundation
@chidambara09
@fmfrancoise
@docassar
@vanivina9

Top hashtags:
#innovation
#nodexl
#emergingtech
#bigdata
#ai

Description:
Description
The graph represents a network of 1 722 Twitter users whose recent tweets contained "gephi OR graphistry OR nodexl OR socioviznet", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Tuesday, 02 June 2020 at 12:39 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 10-minute period from Monday, 25 May 2020 at 10:23 UTC to Tuesday, 02 June 2020 at 12:34 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 : 2007
Unique Edges : 6956
Edges With Duplicates : 7843
Total Edges : 14799
Number of Edge Types : 5
Mentions : 4687
Replies to : 444
Tweet : 209
MentionsInRetweet : 8380
Retweet : 1079
Self-Loops : 239
Reciprocated Vertex Pair Ratio : 0,0605193913739847
Reciprocated Edge Ratio : 0,114131607335491
Connected Components : 55
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 1846
Maximum Edges in a Connected Component : 14184
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3,442265
Graph Density : 0,00230250951182327
Modularity : 0,39119
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1 722 Twitter users whose recent tweets contained "gephi OR graphistry OR nodexl OR socioviznet", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Tuesday, 02 June 2020 at 12:39 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 10-minute period from Monday, 25 May 2020 at 10:23 UTC to Tuesday, 02 June 2020 at 12:34 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 : TwitterSearch
Graph Term : gephi OR graphistry OR nodexl OR socioviznet
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:
[75] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228328
[51] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225150
[41] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228496
[37] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228329
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228526
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228448
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228497
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228547
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228544
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228210

Top URLs in Tweet in G1:
[35] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228329
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228448
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228526
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228544
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228267
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228547
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226371
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228628
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228271
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228546

Top URLs in Tweet in G2:
[71] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228328
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228210
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228375
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228416
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228287
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228547
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226825
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228454
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228325
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228249

Top URLs in Tweet in G3:
[43] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225150
[7] https://www.nordicid.com/resources/blog/iot-asset-management/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214905
[4] https://twitter.com/Graphistry/status/1266057355378089984
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226494
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=185030
[2] https://www.learnrapids.com/
[2] https://projectdomino.org/
[1] https://nodexlgraphgallery.org/Pages/Registration.aspx
[1] https://www.youtube.com/watch?v=3s6qbWY07FI&t=6s


Top URLs in Tweet in G4:
[41] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228496
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228497
[14] https://vivianfrancos.com/conoce-tus-mapas-de-audiencia-nodexl/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228616
[8] https://vivianfrancos.com/nodexl-multitudes-polarizadas-y-sus-conversaciones-en-twitter/
[8] https://vivianfrancos.com/conoce-como-funciona-nodexl/
[7] https://vivianfrancos.com/top-tool-nodexl-conoce-el-mapa-de-interacciones-entre-un-hashtag-o-keywords-generadas-por-las-conversaciones-en-twitter/
[7] https://vivianfrancos.com/tutorial-de-nodexl-pro-redes-semanticas/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228376
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228464

Top URLs in Tweet in G5:
[2] https://youtube.com/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228130
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228415
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228423
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228532
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224397
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228319
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228434
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228465
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228571

Top URLs in Tweet in G7:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228637
[2] https://scotpublichealth.com/2020/05/13/sweet-spot-in-hcsm/
[1] https://www.youtube.com/watch?v=oGXGtwUOzD4&t

[1] https://www.youtube.com/watch?v=j48yqjnFrhg&t=3s

[1] https://twitter.com/trishgreenhalgh/status/1266355369875554307
[1] https://wakelet.com/wake/_AGj4_s-vwBbbm4nArZDs
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228320
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228662
[1] https://www.twitonomy.com/map.php?id=cciety
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225759

Top URLs in Tweet in G8:
[2] https://benjaminstrick.com/how-i-scrape-and-analyse-twitter-networks/
[1] https://twitter.com/Alvisepf/status/1266489567395356672
[1] https://www.linkedin.com/slink?code=eGjJ-iE
[1] https://cartorezo.wordpress.com/2020/04/27/polemique-stopcovid-sur-twitter-un-debat-dexperts-ou-les-politiques-narrivent-pas-a-convaincre/
[1] https://uclouvain.be/fr/instituts-recherche/ilc/miil/reseaux-sociaux.html
[1] https://medium.com/nightingale/https-medium-com-data-visualization-society-wedding-data-viz-36e7b9f4787f
[1] https://www.talkwalker.com/blog/data-visualization-tools?utm_medium=social&utm_source=twitter.com&utm_term=EN&utm_content=blog&utm_campaign=data-visualization-tools&hootPostID=9af9736908317a08f633ade78fdfafdd

Top URLs in Tweet in G9:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218023
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228158
[1] http://ipfconline.fr/blog/?p=1317&preview=true&ip-geo-block-auth-nonce=ea0b11e810
[1] https://twitter.com/i/lists/1163851213667876864?s=20
[1] https://twitter.com/i/lists/1246756865859411968?s=20
[1] https://twitter.com/nodexl/status/1189941473816350720?s=20
[1] https://twitter.com/nodexl/status/1189958666163609600?s=20
[1] https://twitter.com/nodexl/status/1047337912587640832?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[769] nodexlgraphgallery.org
[60] twitter.com
[51] vivianfrancos.com
[23] youtube.com
[12] nordicid.com
[4] google.com
[4] wakelet.com
[4] gephi.org
[3] medium.com
[2] twitonomy.com

Top Domains in Tweet in G1:
[315] nodexlgraphgallery.org
[5] nordicid.com
[3] twitter.com
[2] gijn.org
[1] youtube.com
[1] piproject.org
[1] connectedaction.net

Top Domains in Tweet in G2:
[193] nodexlgraphgallery.org
[4] youtube.com
[1] twitter.com
[1] vivianfrancos.com
[1] pewresearch.org
[1] researchgate.net
[1] autome.me

Top Domains in Tweet in G3:
[57] nodexlgraphgallery.org
[7] nordicid.com
[4] twitter.com
[2] learnrapids.com
[2] projectdomino.org
[1] youtube.com
[1] graphistry.com
[1] stanford.edu
[1] neo4j.com

Top Domains in Tweet in G4:
[143] nodexlgraphgallery.org
[50] vivianfrancos.com
[7] youtube.com
[1] twitter.com
[1] desmarketing.es

Top Domains in Tweet in G5:
[31] nodexlgraphgallery.org
[5] youtube.com
[3] twitter.com
[2] google.com
[1] washingtonpost.com
[1] vimeo.com
[1] hs.fi
[1] is.fi
[1] github.com

Top Domains in Tweet in G7:
[16] nodexlgraphgallery.org
[4] wakelet.com
[3] twitter.com
[2] youtube.com
[2] scotpublichealth.com
[2] twitonomy.com

Top Domains in Tweet in G8:
[2] benjaminstrick.com
[1] twitter.com
[1] linkedin.com
[1] wordpress.com
[1] uclouvain.be
[1] medium.com
[1] talkwalker.com

Top Domains in Tweet in G9:
[5] twitter.com
[3] nodexlgraphgallery.org
[1] ipfconline.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[220] innovation
[214] nodexl
[196] emergingtech
[118] bigdata
[111] ai
[111] dsm20
[106] fintech
[90] top10
[90] dsm2020
[87] seohashtag



Top Hashtags in Tweet in G1:
[100] bigdata
[72] ai
[54] iot
[47] datascience
[36] machinelearning
[36] finserv
[32] industry40
[27] analytics
[24] digital
[22] cloudcomputing

Top Hashtags in Tweet in G2:
[86] fintech
[75] top10
[62] innovation
[58] emergingtech
[26] mission2030
[25] marketing
[25] emobility
[24] ai
[18] causaischgl
[16] finserv

Top Hashtags in Tweet in G3:
[145] innovation
[135] emergingtech
[18] digital
[11] digitaltransformation
[9] iot
[8] ai
[7] bigdata
[7] internetofthings
[7] business
[7] globalization

Top Hashtags in Tweet in G4:
[182] nodexl
[109] dsm20
[90] dsm2020
[82] seohashtag
[44] desmarketinges
[37] marketingdigital
[36] hashtag
[29] redessociales
[23] marketing
[17] socialmedia

Top Hashtags in Tweet in G5:
[9] korona
[6] koronafi
[5] cumgate
[4] covid19
[3] dominiccummings
[3] ilmastonmuutos
[3] selkokielenpäivä
[3] biometric
[3] heavymetal
[3] infodemic

Top Hashtags in Tweet in G7:
[18] foamed
[16] meded
[16] medtwitter
[14] foamrad
[12] covid19
[8] goasco20
[6] asco20
[5] cardiotwitter
[3] primarycare
[3] teasing

Top Hashtags in Tweet in G8:
[9] stopcovid
[5] cashinvestigation
[3] dataviz
[2] covid19
[2] dsm20
[2] 30diasdegraficos
[2] rstats
[2] gephi
[2] scraping
[2] twitter

Top Hashtags in Tweet in G9:
[8] aiethics
[8] influencer
[1] ai
[1] bigdata
[1] privacy
[1] diversity
[1] womenintech
[1] regtech
[1] futureofwork
[1] marketing

Top Hashtags in Tweet in G10:
[1] rt

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[581] nodexl
[375] #ai
[308] top
[306] #bigdata
[275] hashtags
[265] #iot
[239] #datascience
[210] kirkdborne
[203] #machinelearning
[183] spirosmargaris

Top Words in Tweet in G2:
[295] nodexl
[192] enricomolinari
[149] global
[137] influencer
[131] marc_smith
[127] #ai
[123] #fintech
[119] smr_foundation
[119] amp
[106] spirosmargaris

Top Words in Tweet in G3:
[297] amp
[231] nodexl
[145] #innovation
[145] great
[137] global
[136] ranked
[136] 8th
[136] influencer
[136] #emergingtech
[136] larger

Top Words in Tweet in G4:
[188] #nodexl
[162] #dsm20
[138] top
[130] activithink
[128] hashtags
[114] #dsm2020
[83] #seohashtag
[80] #marketingdigital
[77] #desmarketinges
[74] oletna

Top Words in Tweet in G5:
[40] nodexl
[33] top
[31] hashtags
[14] marcowenjones
[11] accounts
[11] hashtag
[11] #korona
[9] gephi
[8] twitter
[7] people

Top Words in Tweet in G6:
[10] nucleares
[9] humanos
[8] extinctionr
[7] mas
[7] vonderleyen
[7] abeshinzo
[6] planeta
[6] armas
[6] nuclear
[6] netanyahu

Top Words in Tweet in G7:
[26] nodexl
[22] #covid19
[19] tweets
[18] #foamed
[17] top
[17] hashtags
[16] #meded
[16] #medtwitter
[14] #foamrad
[14] marklewismd

Top Words in Tweet in G8:
[56] gephi
[23] twitter
[16] analyse
[16] peu
[14] visibrain
[14] amelaaay
[14] uclouvain_be
[14] cental_ucl
[12] més
[12] amb

Top Words in Tweet in G9:
[20] nodexl
[19] ipfconline1
[17] #aiethics
[14] sallyeaves
[14] maria_axente
[13] nigewillson
[13] miad
[11] ssxman2
[9] ceo_aisoma
[9] grandparobot

Top Words in Tweet in G10:
[18] fredaguiler
[18] rebecadvilac
[18] danielmalpica97
[18] danielmalpica95
[18] lovrega
[18] ranferide
[18] piedrulces
[18] navegaciones
[18] _vicenteserrano
[18] carlosaugustojz

Top Word Pairs
Top Word Pairs in Tweet in G2:
[275] marc_smith,smr_foundation
[188] nodexl,nodexl_mktng
[94] nodexl_mktng,marc_smith
[94] influencer,nodexl
[94] top,hashtags
[94] congrats,#top10
[94] enricomolinari,spirosmargaris
[88] #top10,global
[87] spirosmargaris,pottsjustin
[87] pottsjustin,ottlegalrebels

Top Word Pairs in Tweet in G3:
[119] global,influencer
[81] #innovation,amp
[81] great,honour
[79] honour,amp
[76] amp,privilege
[75] privilege,ranked
[75] ranked,8th
[73] 8th,global
[72] influencer,#innovation
[72] amp,#emergingtech

Top Word Pairs in Tweet in G4:
[136] top,hashtags
[136] #dsm20,#dsm2020
[135] #dsm2020,#nodexl
[135] yoriento,matrabado
[135] matrabado,alcalink
[135] #nodexl,miguelfloro
[135] alcalink,escuelamktweb
[135] escuelamktweb,erodrigo
[135] erodrigo,smdebarrio
[135] smdebarrio,raquelmartin_sm

Top Word Pairs in Tweet in G5:
[128] top,hashtags
[75] pro,trump
[75] tweeting,hashtag
[55] nodexl,gephi
[55] visualization,gephi
[52] lang,fi
[51] fi,nodexl
[51] #korona,#vihreät
[51] scum,media
[51] being,retweeted

Top Word Pairs in Tweet in G6:
[31] partes,atómicas
[5] emmanuelmacron,borisjohnson
[3] abeshinzo,kimjong_un
[3] fyahdaughter,rastafaritimes
[3] antonioguterres,monspaglia
[3] monspaglia,extinctionr
[3] extinctionr,pontifex_es
[3] armas,nucleares
[2] sninobecerra,mcitlfraphorism
[2] mcitlfraphorism,sindi584

Top Word Pairs in Tweet in G7:
[4] asco,oncoalert
[4] #foamed,#foamrad
[4] esragbilir,christinauwins
[4] christinauwins,ilkerselcukmd
[4] bhandoria,esragbilir
[4] #goasco20,#asco20
[4] nodexl,asco
[3] oncoalert,marklewismd
[3] marklewismd,kevinarturo
[3] kevinarturo,msdlatam

Top Word Pairs in Tweet in G8:
[13] gephi,visibrain
[12] uclouvain_be,cental_ucl
[11] amelaaay,uclouvain_be
[11] cental_ucl,vincentblondel
[9] vincentblondel,gephi
[9] marcelsel,amelaaay
[9] analyse,échanges
[9] échanges,twitter
[9] twitter,l'application
[9] l'application,#stopcovid

Top Word Pairs in Tweet in G9:
[14] ceo_aisoma,grandparobot
[14] pawlowskimario,ssxman2
[13] maria_axente,miad
[11] miad,ceo_aisoma
[11] grandparobot,nigewillson
[10] nigewillson,kirkdborne
[9] kirkdborne,ipfconline1
[9] ipfconline1,pawlowskimario
[9] ssxman2,sallyeaves
[9] #aiethics,#ai

Top Word Pairs in Tweet in G10:
[9] fredaguiler,rebecadvilac
[9] rebecadvilac,danielmalpica97
[8] danielmalpica97,danielmalpica95
[8] danielmalpica95,lovrega
[8] lovrega,ranferide
[8] ranferide,piedrulces
[8] piedrulces,navegaciones
[8] _vicenteserrano,carlosaugustojz
[8] carlosaugustojz,cgtnenespanol
[8] cgtnenespanol,ssantiagosegura

Top Replied-To
Top Replied-To in Entire Graph:
@fmfrancoise
@enricomolinari
@vivianfrancos
@mihkal
@marcowenjones
@borsamat
@bhandoria
@docassar
@rory_wilmer_
@atmon3r

Top Replied-To in G1:
@fmfrancoise
@enricomolinari
@mihkal
@vivianfrancos
@docassar
@wil_bielert
@seekingseo4u
@chidambara09
@haroldsinnott
@jennifernvictor

Top Replied-To in G2:
@enricomolinari
@rory_wilmer_
@sbeigl
@apokerplayer
@pawlowskimario
@nogribin
@hanslak
@archonsec
@arikring
@supplychain2030

Top Replied-To in G3:
@graphistry
@datametrician
@teddyreedv
@skwid345
@omkar_raii
@livebeef
@rodaramburu
@dcdave
@mrocklin
@alexstamos

Top Replied-To in G4:
@hedwigkudo
@vizca75
@vivianfrancos
@desmarketinges

Top Replied-To in G5:
@marcowenjones
@saoud_aleshaq_
@hildegardp
@botvolution
@petesherlock79
@newsprof1
@_iainjreid
@youtube
@coldplay
@gephi

Top Replied-To in G6:
@sninobecerra
@dancohen3000
@netanyahu
@jensstoltenberg
@alvaroleyva
@jmpvargasllosa
@brettkavanaugh
@abeshinzo
@sanchezcastejon
@extinctionr

Top Replied-To in G7:
@bhandoria
@socioviznet
@rmdes_
@totetmatt
@ifeanyidiaye

Top Replied-To in G8:
@devironl
@marcelsel
@aniol
@oriojasp
@gephi
@jacomyma
@jcortesanchez
@cardenalion_sar

Top Replied-To in G9:
@miad
@nodexl
@ipfconline1
@aitechmeme
@nodexl_mktng
@zephyr9673
@enricomolinari

Top Replied-To in G10:
@bakslive
@maresprez1

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@spirosmargaris
@enricomolinari
@chidambara09
@kirkdborne
@marc_smith
@ronald_vanloon
@mikequindazzi
@smr_foundation
@mvollmer1

Top Mentioned in G1:
@kirkdborne
@nodexl
@spirosmargaris
@mikequindazzi
@chidambara09
@ronald_vanloon
@antgrasso
@gp_pulipaka
@theinsaneapp
@mvollmer1

Top Mentioned in G2:
@nodexl
@enricomolinari
@marc_smith
@smr_foundation
@spirosmargaris
@paula_piccard
@ottlegalrebels
@chidambara09
@ralexjimenez
@nodexl_mktng

Top Mentioned in G3:
@nodexl
@rapidsai
@graphistry
@spirosmargaris
@haroldsinnott
@mvollmer1
@thomas_harrer
@topcybernews
@bisinmotion
@lizzie_drabble

Top Mentioned in G4:
@activithink
@miguelfloro
@escuelamktweb
@vivianfrancos
@raquelmartin_sm
@oletna
@alcalink
@erodrigo
@yoriento
@matrabado

Top Mentioned in G5:
@esaiivonen
@youtube
@iltasanomat
@kelafpa
@lapin_ely
@sykeinfo
@lapinliitto
@okmfi
@liandersson
@rapeka

Top Mentioned in G6:
@vonderleyen
@antonioguterres
@emmanuelmacron
@imrankhanpti
@kimjong_un
@monspaglia
@dlatitudes
@europeangreens
@martinschmierer
@donaldtusk

Top Mentioned in G7:
@esragbilir
@christinauwins
@ilkerselcukmd
@marklewismd
@asco
@oncoalert
@kevinarturo
@msdlatam
@drsgraff
@conquercancerfd

Top Mentioned in G8:
@gephi
@visibrain
@amelaaay
@uclouvain_be
@cental_ucl
@vincentblondel
@twitter
@guixols
@marcelsel
@urinvestigacion

Top Mentioned in G9:
@ipfconline1
@sallyeaves
@maria_axente
@nodexl
@nigewillson
@ssxman2
@miad
@ceo_aisoma
@grandparobot
@kirkdborne

Top Mentioned in G10:
@rebecadvilac
@danielmalpica97
@danielmalpica95
@lovrega
@ranferide
@piedrulces
@navegaciones
@_vicenteserrano
@carlosaugustojz
@cgtnenespanol

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@pypi_updates2
@clairebotai
@chidambara09
@evankirstel
@cybersec_feeds
@lorimoreno
@thomasclone
@ottlegalrebels
@iam__network

Top Tweeters in G1:
@sectest9
@clairebotai
@chidambara09
@evankirstel
@cybersec_feeds
@thomasclone
@iam__network
@businessinsider
@rvp
@business

Top Tweeters in G2:
@lorimoreno
@ottlegalrebels
@eraser
@fintechna
@amazingchevvolt
@marshacollier
@nicochan33
@telussupport
@kirillklip
@justbementalist

Top Tweeters in G3:
@calcaware
@bot_innovation
@gezgintrk
@researchmrx
@7wdata
@ganjasmokercb
@rdsweb
@rejectionking
@rickking16
@jayeshmthakur

Top Tweeters in G4:
@johangreg
@barreja
@ladyredwave
@chitori_bocchi
@washingtonpost
@bebee_303
@pam_sands
@growmap
@nissendnumber2
@_l1vy_

Top Tweeters in G5:
@marytheluckyone
@skynews
@rapeka
@ambrowoll
@yleuutiset
@koippari61
@iltasanomat
@piersmorgan
@pam30301
@friendsoscience

Top Tweeters in G6:
@actualidadrt
@carloseduarhern
@machadodz
@marianoelprole
@aponwaog
@will6942
@jeffreyguterman
@chaly2222
@trapiello
@caninator

Top Tweeters in G7:
@wordfinga
@drshahrul80
@voxdotcom
@drmarthagulati
@mededbot
@kdnuggets
@orthopodreg
@bmj_latest
@trishgreenhalgh
@nhsengland

Top Tweeters in G8:
@marcelsel
@erodrigo
@rubensancheztw
@claracampoamor1
@podemos
@barripdmx
@aniol
@juanavalos344
@unlandais
@talkwalker

Top Tweeters in G9:
@jacobussystems
@kuriharan
@lesguer_lionel
@hm_custserv
@ipfconline1
@billquiseng
@drjdrooghaag
@pierrepinna
@ahier
@knightfdn

Top Tweeters in G10:
@revolucion3_0
@jesusovv
@_vicenteserrano
@navegaciones
@anti
@agalindopacheco
@ssantiagosegura
@angelcantt_
@lovrega
@jonasantonioa