kmiou, Twitter, 2/15/2023 5:41:23 PM, 289545


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kmiou_2023-02-15_09-32-01.xlsx
kmiou_2023-02-15_09-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 15, 2023
Short Description:
kmiou via NodeXL https://bit.ly/3k1YfFu
@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 2,055 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 17:37 UTC.

The tweets in the network were tweeted over the 1725-day, 1-hour, 15-minute period from Tuesday, 22 May 2018 at 19:43 UTC to Friday, 10 February 2023 at 20:59 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 : 2055
Unique Edges : 3701
Edges With Duplicates : 15170
Total Edges : 18871
Number of Edge Types : 9
Retweet : 3045
MentionsInRetweet : 7211
MentionsInReplyTo : 3366
Replies to : 715
MentionsInQuote : 1068
Quote : 375
Mentions : 2898
Tweet : 189
MentionsInQuoteReply : 4
Self-Loops : 907
Reciprocated Vertex Pair Ratio : 0.129968136843871
Reciprocated Edge Ratio : 0.230038587117839
Connected Components : 10
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 2031
Maximum Edges in a Connected Component : 18829
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.890903
Graph Density : 0.00159631553884534
Modularity : 0.202048
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,055 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 17:37 UTC.

The tweets in the network were tweeted over the 1725-day, 1-hour, 15-minute period from Tuesday, 22 May 2018 at 19:43 UTC to Friday, 10 February 2023 at 20:59 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:
[94] https://medium.com/blockchain-digital-transformation/a-blockchain-based-decentralised-university-ed87cb274829?source=friends_link&sk=7c621b0751fe0ca4ee2c05dab0979c51
[64] 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:
[24] https://twitter.com/hockeyshooter/status/1501563831549636610/photo/1
[14] http://ow.ly/ETVM50HB9LC?platform=hootsuite&utm_campaign=HSCampaign
[14] https://kmi.open.ac.uk/studentships/vacancies/
[13] https://kmi.open.ac.uk/festival/
[12] https://instituteofcoding.org/about/team/
[10] https://analyse.kmi.open.ac.uk/
[6] https://www.youtube.com/watch?v=cPefcmWFWyM&feature=youtu.be

[6] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=e38dcdaecfbd3ce98889745c
[5] https://blockchain.open.ac.uk/#covid-19
[4] https://twitter.com/kmiou/status/1420040425688244224

Top URLs in Tweet in G2:
[51] https://kmi.open.ac.uk/scholarship/
[23] https://kmi.open.ac.uk/studentships/vacancies/
[10] http://kmi.open.ac.uk/scholarship/
[6] https://www.eventbrite.co.uk/e/vocteach-fe-symposium-tickets-128153341093
[6] https://www.westminsterforumprojects.co.uk/conference/Research-Workforce
[5] https://kmi.open.ac.uk/
[5] https://instituteofcoding.org/ioc-skills-bootcamps/
[5] http://ow.ly/q7mf30pPBdk
[4] https://xpollination.org/
[4] https://kmi.open.ac.uk/jobs/

Top URLs in Tweet in G3:
[25] https://kmi.open.ac.uk/studentships/vacancies/
[10] https://aida.kmi.open.ac.uk/dashboard
[10] https://github.com/SPARQL-Anything/sparql.anything/releases/tag/v0.5.0
[8] https://ht.acm.org/introduction-to-the-34th-acm-hypertext-conference-4-8-september-2023-rome-italy/
[8] https://twitter.com/agnese_chiatti/status/1547270537705136130/photo/1
[7] https://kmi.open.ac.uk/festival/
[7] https://github.com/SPARQL-Anything/sparql.anything/issues?q=is%3Aissue+is%3Aclosed
[7] https://blogs.lse.ac.uk/brexit/2019/12/12/long-read-what-is-going-on-with-economic-expertise/
[5] https://mailchi.mp/4593eab3dffc/rouj18qm6r
[5] http://fcobservatory.org

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://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/
[2] https://stadium.open.ac.uk/stadia/preview.php?s=29&whichevent=3499&option=both&record=0

Top URLs in Tweet in G5:
[94] https://medium.com/blockchain-digital-transformation/a-blockchain-based-decentralised-university-ed87cb274829?source=friends_link&sk=7c621b0751fe0ca4ee2c05dab0979c51
[6] https://twitter.com/johndmk/status/1543663835739000838/photo/1
[4] https://twitter.com/johndmk/status/1547243858798452738/photo/1
[4] https://blockchain.open.ac.uk/#covid-19
[3] https://www.youtube.com/watch?v=cPefcmWFWyM&feature=youtu.be

[3] https://twitter.com/johndmk/status/1243582062050902016/photo/1
[3] https://twitter.com/eraser/status/1205797099603943424/photo/1
[3] https://www.linkedin.com/pulse/trans-disciplinarity-in-the-small-bashar-nuseibeh/
[3] https://twitter.com/eswc_conf/status/1530817507791192064/photo/1
[2] https://www.slideshare.net/johndomingue/the-future-of-semantics-on-the-web

Top URLs in Tweet in G6:
[4] https://twitter.com/elaragon/status/1566723459979350016/photo/1
[2] https://twitter.com/kmiou/status/1420040425688244224
[2] https://open.spotify.com/show/1NAaUwbnH23WQLDR9FIXmZ
[2] https://podcasts.apple.com/gb/podcast/qs-in-conversation-podcast/id1513555019
[1] https://www.open.ac.uk/business/london-economics
[1] https://twitter.com/Anna_De_Liddo/status/1329129102297751556/photo/1
[1] https://kmi.open.ac.uk/news/article/19814
[1] https://twitter.com/kmiou/status/1600047210737111041/photo/1
[1] https://twitter.com/kmiou/status/1536668658147246080
[1] https://oro.open.ac.uk/85282/

Top URLs in Tweet in G7:
[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 G8:
[2] https://ht.acm.org/introduction-to-the-34th-acm-hypertext-conference-4-8-september-2023-rome-italy/
[2] https://twitter.com/eureadit/status/1267452942547849216/photo/1
[2] https://twitter.com/eureadit/status/1318855037481869312
[2] https://read-it.in-two.com
[2] https://twitter.com/Shaf_Towheed/status/1298215358692720640/photo/1
[1] https://twitter.com/oacore/status/1480472255687798790
[1] https://twitter.com/GATEKEEPER_EU/status/1498255268429320193
[1] https://twitter.com/kmiou/status/1288832380208381952
[1] https://kmi.open.ac.uk/studentships/vacancies/
[1] https://twitter.com/dhishef/status/1568233270336176128

Top URLs in Tweet in G9:
[2] https://cp.catapult.org.uk/event/mk5g-connecting-communities/
[1] https://www.mkfm.com/news/local-news/giant-5g-mast-plan-moves-130-metres-up-the-road/
[1] https://twitter.com/CPCatapult/status/1227543248262115328/photo/1

Top URLs in Tweet in G10:
[1] https://twitter.com/merpeltje/status/1531498209964613632/photo/1
[1] https://twitter.com/merpeltje/status/1532796567895396353/photo/1
[1] https://twitter.com/suz_research/status/1369236982883303433
[1] https://www.dcu.ie/sites/default/files/inline-files/rf1477-post-doc-biomedical-jd-insight.docx.pdf
[1] https://twitter.com/suz_research/status/1369236982883303433/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1493] twitter.com
[649] ac.uk
[97] medium.com
[66] co.uk
[55] youtube.com
[33] instituteofcoding.org
[28] ow.ly
[26] slideshare.net
[24] ounews.co
[23] eventbrite.com

Top Domains in Tweet in G1:
[387] twitter.com
[114] ac.uk
[21] instituteofcoding.org
[19] youtube.com
[18] ow.ly
[17] co.uk
[13] ounews.co
[12] youtu.be
[6] sumall.com
[5] open.edu

Top Domains in Tweet in G2:
[521] twitter.com
[310] ac.uk
[22] youtube.com
[21] co.uk
[12] instituteofcoding.org
[8] ow.ly
[6] youtu.be
[6] paper.li
[5] xpollination.org
[4] unibz.it

Top Domains in Tweet in G3:
[281] twitter.com
[136] ac.uk
[19] github.com
[11] acm.org
[11] slideshare.net
[8] heros-project.eu
[8] co.uk
[7] ounews.co
[7] fcobservatory.org
[6] w3id.org

Top Domains in Tweet in G4:
[104] twitter.com
[54] 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:
[118] twitter.com
[94] medium.com
[9] ac.uk
[5] youtube.com
[4] eswc-conferences.org
[3] slideshare.net
[3] linkedin.com
[3] timeshighereducation.com
[2] adecentweb.org
[2] semanticwebschool.org

Top Domains in Tweet in G6:
[19] twitter.com
[4] ac.uk
[2] spotify.com
[2] apple.com
[1] change.org
[1] sciencedirect.com
[1] youtu.be
[1] youtube.com
[1] co.uk
[1] elsevier.com

Top Domains in Tweet in G7:
[1] ukri.org
[1] twitter.com

Top Domains in Tweet in G8:
[21] twitter.com
[3] ac.uk
[2] acm.org
[2] in-two.com
[1] bookcitymilano.it
[1] github.com
[1] shorturl.at
[1] readit-project.eu
[1] ukri.org

Top Domains in Tweet in G9:
[2] org.uk
[1] mkfm.com
[1] twitter.com

Top Domains in Tweet in G10:
[4] twitter.com
[1] dcu.ie

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:
[68] blockchain
[65] phd
[48] phdchat
[36] ou_crc2021
[31] cop26
[30] oustemstudents
[24] kmi
[22] citizenscience
[21] kmifest
[17] covid19

Top Hashtags in Tweet in G2:
[118] kmi
[91] kmipeople
[60] kminews
[54] blockchain
[53] summerscholarship
[49] computerscience
[43] kmiprojects
[42] bame
[30] scholarship
[29] blackyouth

Top Hashtags in Tweet in G3:
[102] misinformation
[70] knowledgegraph
[49] kmi
[47] kmipeople
[34] covid19
[30] kminews
[29] phd
[27] culturalheritage
[24] ai
[23] misogynoir

Top Hashtags in Tweet in G4:
[41] openaccess
[36] api
[31] research
[27] openrepos2022
[22] reader
[19] webinar
[15] openscience
[14] researchers
[14] students
[14] life_long_learners

Top Hashtags in Tweet in G5:
[102] blockchain
[93] university
[93] universidad
[93] fintech
[90] education
[71] highered
[71] crypto
[70] edtech
[68] blockchained
[68] cryptocurrency

Top Hashtags in Tweet in G6:
[3] qsinconversation
[3] podcast
[3] tunein
[2] kmifest
[2] dagstuhl22361
[2] highered
[1] ouacademics
[1] covid19
[1] kmi_seminar
[1] kmipeople

Top Hashtags in Tweet in G7:
[1] ukriflf
[1] researchculture
[1] reimagineresearch
[1] ofs
[1] officestudents
[1] scipol
[1] vitaechat
[1] athena_swan

Top Hashtags in Tweet in G8:
[20] readit
[7] pandemicbookshelves
[7] pandemicreading
[6] covid_19
[2] kmiproject
[2] acmht20
[2] webcomics
[1] ald20
[1] womeninscience
[1] technology

Top Hashtags in Tweet in G9:
[2] miltonkeynes
[2] 5g
[1] blackyouth
[1] summerscholarship
[1] computerscience
[1] kmi
[1] mk5g
[1] exeter

Top Hashtags in Tweet in G10:
[2] eswc2022
[1] conferoliday
[1] eswc2023
[1] dataanalytics
[1] bioinformatics
[1] knowledgemodelling
[1] informationretrieval
[1] jobfairy
[1] postdocjobs
[1] polifonia

Top Words
Top Words in Tweet in Entire Graph:
[3199] kmiou
[1039] openuniversity
[625] ou_stem
[580] johndmk
[451] oacore
[439] research
[415] work
[391] phd
[359] miriam_fs
[343] university

Top Words in Tweet in G1:
[1037] kmiou
[387] openuniversity
[356] ou_stem
[219] oucomputing
[144] miriam_fs
[122] johndmk
[111] phd
[107] congratulations
[100] alexmikro
[99] work

Top Words in Tweet in G2:
[501] kmiou
[151] openuniversity
[139] apply
[121] johndmk
[118] #kmi
[98] ou_stem
[95] project
[93] read
[92] research
[91] #kmipeople

Top Words in Tweet in G3:
[872] kmiou
[205] research
[192] work
[178] enridaga
[164] knowledge
[160] phd
[151] openuniversity
[120] fraosborne
[119] open
[119] paper

Top Words in Tweet in G4:
[368] oacore
[262] kmiou
[145] petrknoth
[90] davejavupride
[69] openuniversity
[60] team
[60] core
[48] raspberry_pi
[47] discovery
[45] jisc

Top Words in Tweet in G5:
[341] kmiou
[270] johndmk
[235] openuniversity
[219] decentralised
[203] university
[202] blockchain
[201] john
[201] domingue
[199] based
[194] tedxopenuniversity

Top Words in Tweet in G6:
[64] kmiou
[42] miriam_fs
[41] anna_de_liddo
[20] congratulations
[14] ou_stem
[14] social
[14] open
[12] today
[12] dr
[11] online

Top Words in Tweet in G7:
[2] re

Top Words in Tweet in G8:
[34] eureadit
[33] kmiou
[26] ou_fass
[25] dh_ou
[20] alepantonini
[20] #readit
[20] workshop
[19] rhymesontheroad
[19] march
[18] 20th

Top Words in Tweet in G9:
[12] mkcouncil
[12] kmiou
[9] semlep
[5] openuniversity
[4] huaweiuk
[4] bt_uk
[4] cityfibre
[4] diginorthampton
[4] cpcatapult
[4] smartkluborg

Top Words in Tweet in G10:
[7] kmiou
[5] vpresutti
[4] insight_centre
[3] dsiatnuig
[3] unibomagazine
[3] krr_vu
[3] _knaw
[3] _mibact
[3] iremus3
[3] stlab_cnr

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[393] kmiou,ou_stem
[349] 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:
[240] kmiou,ou_stem
[139] ou_stem,openuniversity
[111] oucomputing,kmiou
[55] kmiou,openuniversity
[46] thanks,lot
[42] miriam_fs,kmiou
[33] students,conference
[33] conference,oucomputing
[32] #phd,students
[32] phd,student

Top Word Pairs in Tweet in G2:
[72] 16,20
[68] aged,16
[52] 20,apply
[51] community,aged
[40] #bame,community
[39] kmiou,ou_stem
[38] latest,#kminews
[37] open,university
[37] apply,summer
[35] #kmi,invites

Top Word Pairs in Tweet in G3:
[62] knowledge,graphs
[52] kmiou,openuniversity
[52] cultural,heritage
[51] available,kmiou
[43] kmiou,ou_stem
[41] phd,position
[39] open,university
[37] research,associate
[34] knowledge,graph
[33] kmiou,isdsou

Top Word Pairs in Tweet in G4:
[46] oacore,oacore
[39] oacore,team
[37] seven,members
[36] openuniversity,ougradsch
[36] raspberry_pi,openuniversity
[35] ougradsch,kmiou
[34] story,plea
[34] community,help
[34] team,affected
[34] academic,community

Top Word Pairs in Tweet in G5:
[204] johndmk,kmiou
[203] kmiou,openuniversity
[201] john,domingue
[201] domingue,johndmk
[198] based,decentralised
[198] blockchain,based
[196] decentralised,university
[196] university,john
[194] openuniversity,tedxopenuniversity
[104] eraser,blockchain

Top Word Pairs in Tweet in G6:
[13] kmiou,anna_de_liddo
[11] anna_de_liddo,miriam_fs
[8] workshop,colleagues
[8] thegovlab,ti_health
[8] today,hold
[8] mediafutureseu,workshop
[8] ti_health,engagingnews
[8] hold,mediafutureseu
[8] wikiresearch,thegovlab
[8] kmiou,ou_stem

Top Word Pairs in Tweet in G8:
[18] 20th,march
[18] workshop,friday
[18] friday,20th
[18] #readit,workshop
[12] march,part
[12] conference,please
[12] eureadit,#readit
[12] register,join
[12] please,register
[12] part,exciting

Top Word Pairs in Tweet in G9:
[4] satappscatapult,cityfibre
[4] openuniversity,mkcouncil
[4] kmiou,diginorthampton
[4] cityfibre,openuniversity
[4] cpcatapult,semlep
[4] madein_mk,kmiou
[4] huaweiuk,bt_uk
[4] smartkluborg,huaweiuk
[4] tech_mahindra,smartkluborg
[4] semlep,satappscatapult

Top Word Pairs in Tweet in G10:
[3] kmiou,iccd_mibact
[3] aiunibo,krr_vu
[3] cnamintec,beeldengeluid
[3] vpresutti,unibomagazine
[3] insight_centre,dsiatnuig
[3] iccd_mibact,_mibact
[3] stlab_cnr,insight_centre
[3] _mibact,iremus3
[3] unibomagazine,aiunibo
[3] krr_vu,stlab_cnr

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:
@miriam_fs
@kmiou
@davejavupride
@johndmk
@mhlosta
@arosha
@hockeyshooter
@drbartrienties
@herodotouc
@ispotnature

Top Replied-To in G2:
@kmiou
@tahatobaili
@johndmk
@halani
@davejavupride
@amcchisholm
@peter_scott
@albamoralest
@anna_de_liddo
@fraosborne

Top Replied-To in G3:
@kmiou
@fraosborne
@albamoralest
@enridaga
@miriam_fs
@iamkrizick
@davejavupride
@etzpcm
@larapicc
@mjarrar

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

Top Replied-To in G5:
@kmiou
@johndmk
@sharplm
@psychemedia
@mirandaprynne
@frankvanharmele
@peter_scott
@timjblackman
@openuniversity
@iocoding

Top Replied-To in G6:
@kmiou
@miriam_fs
@anna_de_liddo
@f_m_brooks
@halani
@agnese_chiatti
@icantador
@mocreevy
@ademoor
@complexitysol

Top Replied-To in G7:
@athenedonald

Top Replied-To in G8:
@eureadit
@camiantonioni
@hamilton_papers
@rhymesontheroad

Top Replied-To in G9:
@angelosalatino
@peterhorrocks
@emi1yjackson
@cpcatapult

Top Replied-To in G10:
@vpresutti
@kmiou
@dcucomputing

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

Top Mentioned in G1:
@kmiou
@openuniversity
@ou_stem
@oucomputing
@johndmk
@alexmikro
@miriam_fs
@iocoding
@qualichain
@ougradsch

Top Mentioned in G2:
@kmiou
@openuniversity
@johndmk
@ou_stem
@halani
@miriam_fs
@alexmikro
@oacore
@iocoding
@oucomputing

Top Mentioned in G3:
@kmiou
@enridaga
@openuniversity
@fraosborne
@heros_eu
@halani
@angelosalatino
@spiceh2020
@miriam_fs
@ou_stem

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

Top Mentioned in G5:
@kmiou
@johndmk
@openuniversity
@eraser
@ou_stem
@iocoding
@qualichain
@odihq
@thirda

Top Mentioned in G6:
@kmiou
@anna_de_liddo
@miriam_fs
@ou_stem
@openuniversity
@elaragon
@icantador
@mediafutureseu
@wikiresearch
@thegovlab

Top Mentioned in G7:
@don_lyall
@hilarynoone
@scsharples
@sanchez_baracal
@alenkabrooks
@tamsin_j_ford
@anniearm
@jgreaves6

Top Mentioned in G8:
@kmiou
@eureadit
@ou_fass
@dh_ou
@alepantonini
@rhymesontheroad
@drsallybd
@ies_london
@sharporg

Top Mentioned in G9:
@kmiou
@mkcouncil
@semlep
@satappscatapult
@cityfibre
@openuniversity
@tech_mahindra
@smartkluborg
@huaweiuk
@bt_uk

Top Mentioned in G10:
@kmiou
@insight_centre
@aiunibo
@krr_vu
@stlab_cnr
@iremus3

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
@o_fabriciosouza
@morpheusbeing
@calcaware
@b0tsci
@scieducation1
@academicchatter

Top Tweeters in G2:
@jamesroy
@congratsbot
@scheerenberger
@opensource_orgs
@benishii_
@hiringcare
@akwyz
@pyscalellc
@west_africaine
@entwistletx

Top Tweeters in G3:
@artificialbra1n
@hubofml
@godfrey_g_
@imrajeshberwal
@juliebhunt
@steltenpower
@suenieland
@nordicgeo
@emekaokoye
@manifattura40

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

Top Tweeters in G5:
@education_24x7
@eraser
@pequeninwarrior
@greentechdon
@digitaltransf11
@markj_ohnson
@imvksaini
@magnifintech
@interfima
@psychemedia

Top Tweeters in G6:
@euwatchers
@codeforpdx
@arthursmid
@nopiedra
@luiciolfi
@llthingscitizen
@eastgate
@uam_madrid
@michaelhogannui
@healthfdn

Top Tweeters in G7:
@amcell
@do_kinder
@stephen_curry
@hps_vanessa
@drjogrady
@don_lyall
@curtrice
@brennanpcardiff
@ucu
@alisonadvancehe

Top Tweeters in G8:
@onlinereaders1
@cnrs
@ahrcpress
@bookcitymilano
@trolleydave1971
@ies_london
@github
@crulph
@univtours
@shaf_towheed

Top Tweeters in G9:
@bt_uk
@itsjillgardner
@will789gb
@tech_mahindra
@mkcouncil
@cpcatapult
@satappscatapult
@semlep
@cityfibre
@huaweiuk

Top Tweeters in G10:
@dcu
@andybleaden
@beeldengeluid
@insight_centre
@_knaw
@dcucomputing
@dcuengineering
@mdaquin
@merpeltje
@cnamintec


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