kmiou, Twitter, 2/8/2023 5:41:36 PM, 288910


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kmiou_2023-02-08_09-32-01.xlsx
kmiou_2023-02-08_09-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 08, 2023
Short Description:
kmiou via NodeXL https://bit.ly/3x4ObyD
@kmiou
@openuniversity
@oacore
@do_kinder
@johndmk
@miriam_fs
@petrknoth
@enridaga
@drbartrienties
@ou_stem

Top hashtags:
#blockchain
#kmi
#kmipeople
#misinformation
#education
#phd
#kminews
#university
#fintech
#universidad

Description:
Description
The graph represents a network of 2,058 Twitter users whose recent tweets contained "kmiou", 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 17:37 UTC.

The tweets in the network were tweeted over the 1722-day, 3-hour, 50-minute period from Tuesday, 22 May 2018 at 19:43 UTC to Tuesday, 07 February 2023 at 23:34 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 : 2058
Unique Edges : 3716
Edges With Duplicates : 15164
Total Edges : 18880
Number of Edge Types : 9
Retweet : 3044
MentionsInRetweet : 7222
MentionsInReplyTo : 3363
Replies to : 714
MentionsInQuote : 1069
Quote : 375
Mentions : 2900
Tweet : 189
MentionsInQuoteReply : 4
Self-Loops : 906
Reciprocated Vertex Pair Ratio : 0.129831018905806
Reciprocated Edge Ratio : 0.229823782022805
Connected Components : 10
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 2034
Maximum Edges in a Connected Component : 18838
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.890067
Graph Density : 0.0015952071501564
Modularity : 0.209673
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,058 Twitter users whose recent tweets contained "kmiou", 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 17:37 UTC.

The tweets in the network were tweeted over the 1722-day, 3-hour, 50-minute period from Tuesday, 22 May 2018 at 19:43 UTC to Tuesday, 07 February 2023 at 23:34 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 : kmiou
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:
[93] https://medium.com/blockchain-digital-transformation/a-blockchain-based-decentralised-university-ed87cb274829?source=friends_link&sk=7c621b0751fe0ca4ee2c05dab0979c51
[63] https://kmi.open.ac.uk/studentships/vacancies/
[54] https://kmi.open.ac.uk/scholarship/
[28] https://twitter.com/hockeyshooter/status/1501563831549636610/photo/1
[23] https://kmi.open.ac.uk/festival/
[21] https://www.eventbrite.com/e/access-the-worlds-research-outputs-through-the-core-api-tickets-210947458527
[19] https://www.eventbrite.co.uk/e/vocteach-fe-symposium-tickets-128153341093
[18] https://kmi.open.ac.uk/diversity/
[17] https://analyse.kmi.open.ac.uk/
[15] http://ow.ly/ETVM50HB9LC?platform=hootsuite&utm_campaign=HSCampaign

Top URLs in Tweet in G1:
[93] https://medium.com/blockchain-digital-transformation/a-blockchain-based-decentralised-university-ed87cb274829?source=friends_link&sk=7c621b0751fe0ca4ee2c05dab0979c51
[51] https://kmi.open.ac.uk/scholarship/
[23] https://kmi.open.ac.uk/studentships/vacancies/
[12] https://instituteofcoding.org/about/team/
[10] http://kmi.open.ac.uk/scholarship/
[10] https://blockchain.open.ac.uk/#covid-19
[7] http://ow.ly/q7mf30pPBdk
[7] https://www.eventbrite.co.uk/e/vocteach-fe-symposium-tickets-128153341093
[6] https://www.youtube.com/watch?v=cPefcmWFWyM&feature=youtu.be

[6] https://www.westminsterforumprojects.co.uk/conference/Research-Workforce

Top URLs in Tweet in G2:
[24] https://twitter.com/hockeyshooter/status/1501563831549636610/photo/1
[16] https://kmi.open.ac.uk/festival/
[16] https://kmi.open.ac.uk/studentships/vacancies/
[11] https://analyse.kmi.open.ac.uk/
[6] https://twitter.com/OpenUniversity/status/1197119553039478784
[5] https://twitter.com/kmiou/status/1420040425688244224
[5] https://kmi.open.ac.uk/diversity/
[4] https://ounews.co/science-mct/ou-student-launches-website-to-improve-understanding-and-detection-of-online-misogyny-towards-black-women/
[4] https://twitter.com/miriam_fs/status/1575080845685055489/photo/1
[4] https://www.youtube.com/watch?v=cPefcmWFWyM&feature=youtu.be


Top URLs in Tweet in G3:
[15] https://kmi.open.ac.uk/studentships/vacancies/
[10] https://ht.acm.org/introduction-to-the-34th-acm-hypertext-conference-4-8-september-2023-rome-italy/
[10] https://github.com/SPARQL-Anything/sparql.anything/releases/tag/v0.5.0
[8] https://aida.kmi.open.ac.uk/dashboard
[7] https://github.com/SPARQL-Anything/sparql.anything/issues?q=is%3Aissue+is%3Aclosed
[6] https://twitter.com/agnese_chiatti/status/1547270537705136130/photo/1
[4] https://kmi.open.ac.uk/festival/
[4] https://kmi.open.ac.uk/news/19642
[4] https://sparql-anything.cc/
[4] https://twitter.com/isdsou/status/1497184228164968478/photo/1

Top URLs in Tweet in G4:
[19] https://www.eventbrite.com/e/access-the-worlds-research-outputs-through-the-core-api-tickets-210947458527
[9] https://www.slideshare.net/petrknoth/core-apiv3
[8] https://www.alexa.com/siteinfo/core.ac.uk
[7] https://blog.arxiv.org/2020/10/15/core-recommender-now-supports-article-discovery-on-arxiv/
[4] https://twitter.com/davejavupride/status/1285145182988644352/photo/1
[4] https://blog.core.ac.uk/2021/07/07/core-last-updates/
[3] https://twitter.com/Gavindya2/status/1289974778720169984/photo/1
[3] https://blog.core.ac.uk/2021/06/29/second-sdp-3c-shared-task-evaluating-automated-methods-for-citation-classification/
[3] https://twitter.com/oacore/status/1206542396995112960/photo/1
[3] https://blog.core.ac.uk/2020/06/11/core-reaches-20-million-monthly-users/

Top URLs in Tweet in G5:
[7] https://kmi.open.ac.uk/studentships/vacancies/
[5] https://mailchi.mp/4593eab3dffc/rouj18qm6r
[5] http://fcobservatory.org
[4] https://www.heros-project.eu/wp-content/uploads/Assessment-of-the-online-spread-of-coronavirus-misinformation.pdf
[3] https://www.heros-project.eu/wp-content/uploads/HERoS_D4.2_NEW.pdf
[3] https://ounews.co/science-mct/what-can-we-expect-from-elon-musks-twitterverse/
[3] https://www.kcl.ac.uk/events/connecting-stem-research-teaching-and-education-in-the-uk-and-brazil
[3] http://events.kmi.open.ac.uk/misinformation/
[3] https://www.open.ac.uk/about/employment/vacancies/research-associate-countering-creative-information-manipulation-explainable-ai-18124
[2] https://www.slideshare.net/evhart/monitoring-and-understanding-the-cospread-of-covid19-misinformation-and-factchecks

Top URLs in Tweet in G6:
[1] https://www.ukri.org/news/84-new-future-leaders-fellows-and-100m-for-next-round-announced/
[1] https://twitter.com/do_kinder/status/1307704215414939649

Top URLs in Tweet in G7:
[4] https://twitter.com/elaragon/status/1566723459979350016/photo/1
[1] https://twitter.com/kmiou/status/1262654497727406080
[1] https://twitter.com/kmiou/status/1501121531216334848
[1] https://twitter.com/kmiou/status/1501166312239902727
[1] https://twitter.com/kmiou/status/1547220803166654464
[1] https://twitter.com/kmiou/status/1315972900944519168
[1] https://twitter.com/kmiou/status/1543897826870104065
[1] https://twitter.com/Cos4Cloud/status/1492089051079401475
[1] https://twitter.com/janewhild/status/1551611930388963328/photo/1
[1] https://twitter.com/kmiou/status/1447834661774888967

Top URLs in Tweet in G8:
[12] http://ow.ly/ETVM50HB9LC?platform=hootsuite&utm_campaign=HSCampaign
[1] https://twitter.com/kmiou/status/1522169470801874944
[1] https://twitter.com/kmiou/status/1516325973796564995
[1] https://www.open.ac.uk/stem/life-health-chemical-sciences/sites/www.open.ac.uk.stem.life-health-chemical-sciences/files/files/EPSRC%20Studentship.pdf
[1] https://twitter.com/OU_LHCS/status/1488073327281328130/photo/1
[1] https://stadium.open.ac.uk/stadia/preview.php?whichevent=3676

Top URLs in Tweet in G9:
[1] https://twitter.com/WHEFEvents/status/1418511210832666624/photo/1

Top URLs in Tweet in G10:
[6] https://kmi.open.ac.uk/diversity/
[6] https://kmi.open.ac.uk/email/kmi-development
[2] https://twitter.com/TFZMamaBear/status/1405279555892355075/photo/1
[1] https://www.youtube.com/watch?v=AOMXwAN9A1U


Top Domains
Top Domains in Tweet in Entire Graph:
[1492] twitter.com
[646] ac.uk
[97] medium.com
[66] co.uk
[55] youtube.com
[33] instituteofcoding.org
[30] ow.ly
[26] slideshare.net
[24] ounews.co
[23] eventbrite.com

Top Domains in Tweet in G1:
[657] twitter.com
[325] ac.uk
[94] medium.com
[30] youtube.com
[28] co.uk
[26] instituteofcoding.org
[12] ow.ly
[8] adecentweb.org
[7] eswc-conferences.org
[6] youtu.be

Top Domains in Tweet in G2:
[438] twitter.com
[126] ac.uk
[17] youtube.com
[16] ounews.co
[13] youtu.be
[13] co.uk
[7] instituteofcoding.org
[6] open.edu
[5] linkedin.com
[5] sciencedirect.com

Top Domains in Tweet in G3:
[138] twitter.com
[79] ac.uk
[19] github.com
[13] acm.org
[7] slideshare.net
[6] w3id.org
[5] sparql-anything.cc
[4] co.uk
[3] spice-h2020.eu
[3] medium.com

Top Domains in Tweet in G4:
[111] twitter.com
[59] ac.uk
[20] eventbrite.com
[10] slideshare.net
[8] alexa.com
[7] arxiv.org
[5] co.uk
[3] kaggle.com
[3] jiscinvolve.org
[2] google.com

Top Domains in Tweet in G5:
[77] twitter.com
[29] ac.uk
[8] heros-project.eu
[6] fcobservatory.org
[5] mailchi.mp
[4] co.uk
[4] coinform.eu
[3] sciencedirect.com
[3] ounews.co
[2] youtube.com

Top Domains in Tweet in G6:
[1] ukri.org
[1] twitter.com

Top Domains in Tweet in G7:
[26] twitter.com
[1] org.uk
[1] decrypt.co
[1] acm.org
[1] elsevier.com
[1] nhs.uk

Top Domains in Tweet in G8:
[12] ow.ly
[3] twitter.com
[2] ac.uk

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[12] ac.uk
[2] twitter.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[233] blockchain
[205] kmi
[153] kmipeople
[128] misinformation
[126] education
[120] phd
[110] kminews
[94] university
[94] fintech
[93] universidad



Top Hashtags in Tweet in G1:
[185] blockchain
[117] kmi
[115] education
[93] university
[93] fintech
[93] universidad
[90] kmipeople
[77] edtech
[72] crypto
[69] highered

Top Hashtags in Tweet in G2:
[70] phd
[56] ou_crc2021
[47] phdchat
[44] kmi
[42] blockchain
[31] cop26
[30] oustemstudents
[28] kmipeople
[26] misogynoir
[25] kmifest

Top Hashtags in Tweet in G3:
[65] knowledgegraph
[27] culturalheritage
[23] phd
[23] readit
[21] sparql
[19] ekaw2020
[18] linkeddata
[17] kmipeople
[17] knowledgegraphs
[17] kminews

Top Hashtags in Tweet in G4:
[42] openaccess
[36] api
[31] research
[28] openrepos2022
[22] reader
[19] webinar
[16] openscience
[14] researchers
[14] students
[14] life_long_learners

Top Hashtags in Tweet in G5:
[95] misinformation
[35] covid19
[21] factchecks
[12] infodemic
[11] kmi
[10] factchecking
[8] kmipeople
[8] kminews
[5] thinkcheckshare
[5] chi2021

Top Hashtags in Tweet in G6:
[1] ukriflf
[1] researchculture
[1] reimagineresearch
[1] ofs
[1] officestudents
[1] scipol
[1] vitaechat
[1] athena_swan

Top Hashtags in Tweet in G7:
[8] kmipeople
[4] kmi
[4] adl2021
[3] breakthebias
[2] iwd2021
[2] choosetochallenge
[2] womeninscienceday
[2] dagstuhl22361
[1] blockchains
[1] ouanalyse

Top Hashtags in Tweet in G8:
[12] phdstudentships
[1] bioinformatics
[1] biologyopenu
[1] healthsciopenu
[1] blackwomen
[1] kmistadium3676

Top Hashtags in Tweet in G9:
[1] digitaltech
[1] whefevents

Top Words
Top Words in Tweet in Entire Graph:
[3197] kmiou
[1039] openuniversity
[627] ou_stem
[581] johndmk
[450] oacore
[437] research
[415] work
[390] phd
[360] miriam_fs
[343] university

Top Words in Tweet in G1:
[929] kmiou
[458] johndmk
[402] openuniversity
[262] university
[259] decentralised
[245] based
[236] blockchain
[225] john
[223] domingue
[214] tedxopenuniversity

Top Words in Tweet in G2:
[1090] kmiou
[405] openuniversity
[383] ou_stem
[217] miriam_fs
[191] oucomputing
[152] congratulations
[148] phd
[139] research
[122] work
[114] thanks

Top Words in Tweet in G3:
[498] kmiou
[166] enridaga
[153] knowledge
[119] work
[116] research
[112] paper
[102] fraosborne
[84] spiceh2020
[83] phd
[82] angelosalatino

Top Words in Tweet in G4:
[373] oacore
[279] kmiou
[147] petrknoth
[94] davejavupride
[70] openuniversity
[61] core
[60] team
[49] oai
[48] raspberry_pi
[47] discovery

Top Words in Tweet in G5:
[274] kmiou
[99] halani
[95] #misinformation
[95] heros_eu
[72] online
[60] openuniversity
[59] misinformation
[54] phd
[54] research
[54] project

Top Words in Tweet in G6:
[2] re

Top Words in Tweet in G7:
[33] kmiou
[12] today
[10] elaragon
[10] colleagues
[9] miriam_fs
[9] janewhild
[8] thegovlab
[8] proud
[8] hold
[8] engagingnews

Top Words in Tweet in G8:
[18] statistics
[18] available
[17] ou_lhcs
[13] health
[12] #phdstudentships
[12] due
[12] feb
[12] focus
[12] dates
[12] 18th

Top Words in Tweet in G9:
[3] thanks
[3] bppgroup
[3] drkevan
[3] johndmk
[3] drleejones
[3] tjuthompson
[3] whiterhino1949
[3] andybeggan
[3] kmiou
[3] bruneluni

Top Words in Tweet in G10:
[12] ou_gcn
[10] kmiou
[10] using
[9] openuniversity
[9] platform
[8] direct
[6] kmi's
[6] goonerprof
[6] form
[6] media

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[394] kmiou,ou_stem
[347] kmiou,openuniversity
[258] johndmk,kmiou
[227] john,domingue
[224] domingue,johndmk
[222] based,decentralised
[222] blockchain,based
[216] university,john
[216] decentralised,university
[214] openuniversity,tedxopenuniversity

Top Word Pairs in Tweet in G1:
[236] kmiou,openuniversity
[235] johndmk,kmiou
[223] domingue,johndmk
[223] john,domingue
[221] blockchain,based
[221] based,decentralised
[216] decentralised,university
[216] university,john
[214] openuniversity,tedxopenuniversity
[124] eraser,blockchain

Top Word Pairs in Tweet in G2:
[252] kmiou,ou_stem
[139] ou_stem,openuniversity
[95] oucomputing,kmiou
[53] miriam_fs,kmiou
[48] thanks,lot
[47] phd,student
[46] kmiou,openuniversity
[38] joseph,kwarteng
[37] launched,first
[36] kmiou,anna_de_liddo

Top Word Pairs in Tweet in G3:
[61] knowledge,graphs
[54] cultural,heritage
[44] available,kmiou
[37] research,associate
[33] knowledge,graph
[31] projects,spiceh2020
[31] sparql,anything
[30] kmiou,isdsou
[26] kmiou,openuniversity
[26] phd,studentship

Top Word Pairs in Tweet in G4:
[48] oacore,oacore
[38] oacore,team
[36] openuniversity,ougradsch
[36] seven,members
[36] raspberry_pi,openuniversity
[35] ougradsch,kmiou
[33] story,plea
[33] community,help
[33] team,affected
[33] academic,community

Top Word Pairs in Tweet in G5:
[30] funded,phd
[28] kmiou,openuniversity
[25] online,#misinformation
[25] phd,position
[21] work,project
[20] co,spread
[19] fully,funded
[18] fact,checking
[18] #misinformation,#factchecks
[18] openuniversity,kmiou

Top Word Pairs in Tweet in G7:
[8] wikiresearch,thegovlab
[8] mediafutureseu,workshop
[8] hold,mediafutureseu
[8] workshop,colleagues
[8] today,hold
[8] colleagues,wikiresearch
[8] ti_health,engagingnews
[8] thegovlab,ti_health
[7] engagingnews,cfoms
[7] elaragon,today

Top Word Pairs in Tweet in G8:
[12] 11th,18th
[12] focus,health
[12] dates,feb
[12] #phdstudentships,available
[12] available,focus
[12] due,dates
[12] health,statistics
[12] two,#phdstudentships
[12] statistics,due
[12] feb,11th

Top Word Pairs in Tweet in G9:
[3] drkevan,johndmk
[3] tjuthompson,bruneluni
[3] thanks,whiterhino1949
[3] drleejones,tjuthompson
[3] whiterhino1949,jonfbaldwin
[3] bppgroup,drleejones
[3] jonfbaldwin,drkevan
[3] bruneluni,andybeggan
[3] kmiou,bppgroup
[3] johndmk,kmiou

Top Word Pairs in Tweet in G10:
[8] kmiou,platform
[6] violation,kmi's
[6] knowledge,media
[6] jophoenix1,goonerprof
[6] platform,direct
[6] stated,diversity
[6] direct,violation
[6] goonerprof,runthinkwrite
[6] using,knowledge
[6] kmi's,stated

Top Replied-To
Top Replied-To in Entire Graph:
@kmiou
@davejavupride
@miriam_fs
@oacore
@johndmk
@albamoralest
@fraosborne
@tahatobaili
@angelosalatino
@enridaga

Top Replied-To in G1:
@kmiou
@johndmk
@peter_scott
@sharplm
@psychemedia
@alexmikro
@kaysoclearn
@amcchisholm
@frankvanharmele
@arosha

Top Replied-To in G2:
@miriam_fs
@kmiou
@davejavupride
@mhlosta
@hockeyshooter
@agnese_chiatti
@drbartrienties
@herodotouc
@paulareyero1
@iamkrizick

Top Replied-To in G3:
@kmiou
@fraosborne
@enridaga
@albamoralest
@angelosalatino
@mjarrar
@timrdf
@paulmulholland3
@polifoniah2020
@vpresutti

Top Replied-To in G4:
@davejavupride
@oacore
@petrknoth
@albamoralest
@kmiou
@miriam_fs
@hockeyshooter
@recantha
@neaveeng
@nksuchetha

Top Replied-To in G5:
@kmiou
@tahatobaili
@davejavupride
@larapicc
@halani
@co_inform
@iamkrizick
@peter_scott
@nobias_itn
@pinelopi_tr

Top Replied-To in G6:
@athenedonald

Top Replied-To in G7:
@kmiou
@miriam_fs

Top Replied-To in G10:
@ou_gcn
@melanie_rimmer
@joss_prior
@bluemouseeeek
@tfzmamabear
@angelagb77
@openuniversity
@brexitblocklist

Top Mentioned
Top Mentioned in Entire Graph:
@kmiou
@openuniversity
@ou_stem
@johndmk
@oacore
@miriam_fs
@oucomputing
@halani
@enridaga
@iocoding

Top Mentioned in G1:
@kmiou
@johndmk
@openuniversity
@ou_stem
@eraser
@iocoding
@qualichain
@alexmikro
@oucomputing
@oacore

Top Mentioned in G2:
@kmiou
@openuniversity
@ou_stem
@oucomputing
@miriam_fs
@ougradsch
@anna_de_liddo
@ietatou
@johndmk
@mhlosta

Top Mentioned in G3:
@kmiou
@enridaga
@fraosborne
@spiceh2020
@angelosalatino
@openuniversity
@dh_ou
@paulmulholland3
@isdsou
@polifoniah2020

Top Mentioned in G4:
@oacore
@kmiou
@petrknoth
@openuniversity
@raspberry_pi
@jisc
@davejavupride
@ougradsch
@kmakersou
@arxiv

Top Mentioned in G5:
@kmiou
@halani
@heros_eu
@openuniversity
@co_inform
@larapicc
@miriam_fs
@t_m_farrell
@fc_observatory
@evhart

Top Mentioned in G6:
@don_lyall
@hilarynoone
@scsharples
@sanchez_baracal
@alenkabrooks
@tamsin_j_ford
@anniearm
@jgreaves6

Top Mentioned in G7:
@kmiou
@elaragon
@janewhild
@miriam_fs
@mediafutureseu
@wikiresearch
@thegovlab
@ti_health
@engagingnews
@openuniversity

Top Mentioned in G8:
@ou_lhcs
@kmiou
@galaxyproject
@paulmulholland3
@oumathsstats
@gxytraining
@graemertyson
@wendibacon1
@danmjohnson
@szolkin

Top Mentioned in G9:
@whiterhino1949
@jonfbaldwin
@drkevan
@johndmk
@kmiou
@bppgroup
@drleejones
@tjuthompson
@bruneluni
@andybeggan

Top Mentioned in G10:
@kmiou
@openuniversity
@jophoenix1
@runthinkwrite
@ou_gcn
@brexitblocklist
@joss_prior
@aucklanduni

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@codedailybot
@cybersecurityn8
@jamesroy
@duocosme
@congratsbot
@o_fabriciosouza
@scheerenberger

Top Tweeters in G1:
@sectest9
@chidambara09
@cybersec_feeds
@codedailybot
@jamesroy
@congratsbot
@scheerenberger
@education_24x7
@opensource_orgs
@eraser

Top Tweeters in G2:
@o_fabriciosouza
@morpheusbeing
@b0tsci
@scieducation1
@academicchatter
@suenieland
@finneyivan1963
@manifattura40
@blackpeopledata
@timeshighered

Top Tweeters in G3:
@artificialbra1n
@hubofml
@imrajeshberwal
@juliebhunt
@steltenpower
@emekaokoye
@sarah_may1
@stem_ai
@botblacktech
@max_lyashko

Top Tweeters in G4:
@cybersecurityn8
@jacobussystems
@subyroy
@techinjektion
@_open_science_
@openscitalk
@stressed_local
@biglesp
@ben_nuttall
@six20brownie

Top Tweeters in G5:
@godfrey_g_
@benishii_
@pyscalellc
@zftwarning
@nordicgeo
@calfactcheck
@kipzs
@leaderrepeater
@joe_co_uk
@forsterimogen

Top Tweeters in G6:
@amcell
@do_kinder
@stephen_curry
@hps_vanessa
@drjogrady
@don_lyall
@curtrice
@brennanpcardiff
@ucu
@alisonadvancehe

Top Tweeters in G7:
@euwatchers
@codeforpdx
@arthursmid
@5050parliament
@mooneyhelen
@uam_madrid
@healthfdn
@nesta_uk
@womensbudgetgrp
@openp2pdesign

Top Tweeters in G8:
@compchembiobot
@binfotrends
@unsplash
@timmybash001
@dr_jamesb
@fredericktoates
@galaxyproject
@szolkin
@_vic_pearson
@danmjohnson

Top Tweeters in G9:
@wfpevents
@drleejones
@warwickuni
@bruneluni
@teessideuni
@sheffieldsu
@mimecast
@drkevan
@andreajenkyns
@studyucem

Top Tweeters in G10:
@joss_prior
@melodotty
@bluemouseeeek
@runthinkwrite
@angelagb77
@tfzmamabear
@lrclatworthy
@brexitblocklist
@profalices
@jophoenix1


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