kmiou, Twitter, 3/8/2023 5:42:47 PM, 290633


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kmiou_2023-03-08_09-32-02.xlsx
kmiou_2023-03-08_09-32-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2023
Short Description:
kmiou via NodeXL https://bit.ly/3yq4tmq
@kmiou
@openuniversity
@oacore
@do_kinder
@johndmk
@petrknoth
@enridaga
@drbartrienties
@miriam_fs
@ou_stem

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

Description:
Description
The graph represents a network of 2,039 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 17:37 UTC.

The tweets in the network were tweeted over the 1749-day, 15-hour, 57-minute period from Tuesday, 22 May 2018 at 19:43 UTC to Tuesday, 07 March 2023 at 11:41 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 : 2039
Unique Edges : 3643
Edges With Duplicates : 15064
Total Edges : 18707
Number of Edge Types : 9
Retweet : 3042
MentionsInRetweet : 7103
MentionsInReplyTo : 3326
Replies to : 715
MentionsInQuote : 1068
Quote : 376
Mentions : 2887
Tweet : 186
MentionsInQuoteReply : 4
Self-Loops : 904
Reciprocated Vertex Pair Ratio : 0.129437744182096
Reciprocated Edge Ratio : 0.229207399608964
Connected Components : 9
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 2016
Maximum Edges in a Connected Component : 18666
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.890303
Graph Density : 0.00160005505979812
Modularity : 0.200676
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,039 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 17:37 UTC.

The tweets in the network were tweeted over the 1749-day, 15-hour, 57-minute period from Tuesday, 22 May 2018 at 19:43 UTC to Tuesday, 07 March 2023 at 11:41 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
[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
[13] https://instituteofcoding.org/about/team/

Top URLs in Tweet in G1:
[28] https://kmi.open.ac.uk/studentships/vacancies/
[16] https://twitter.com/hockeyshooter/status/1501563831549636610/photo/1
[15] http://ow.ly/ETVM50HB9LC?platform=hootsuite&utm_campaign=HSCampaign
[7] https://analyse.kmi.open.ac.uk/
[7] https://blogs.lse.ac.uk/brexit/2019/12/12/long-read-what-is-going-on-with-economic-expertise/
[6] https://twitter.com/OpenUniversity/status/1197119553039478784
[6] https://kmi.open.ac.uk/diversity/
[6] http://fcobservatory.org
[6] https://twitter.com/agnese_chiatti/status/1547270537705136130/photo/1
[5] 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/
[9] https://instituteofcoding.org/about/team/
[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/
[4] https://kmi.open.ac.uk/news/19806
[4] https://twitter.com/kmiou/status/1580931626791759872/photo/1

Top URLs in Tweet in G3:
[94] https://medium.com/blockchain-digital-transformation/a-blockchain-based-decentralised-university-ed87cb274829?source=friends_link&sk=7c621b0751fe0ca4ee2c05dab0979c51
[8] https://blockchain.open.ac.uk/#covid-19
[6] https://twitter.com/johndmk/status/1543663835739000838/photo/1
[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://kmi.open.ac.uk/studentships/vacancies/
[5] https://analyse.kmi.open.ac.uk/
[4] https://www.youtube.com/watch?v=cPefcmWFWyM&feature=youtu.be

[4] https://twitter.com/johndmk/status/1547243858798452738/photo/1
[4] https://twitter.com/Learn_Innov_UM/status/1458343499116515330/photo/1
[3] https://twitter.com/kmiou/status/1250333214184357890

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
[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/2021/07/07/core-last-updates/
[3] https://blog.core.ac.uk/2020/06/11/core-reaches-20-million-monthly-users/

Top URLs in Tweet in G5:
[10] https://github.com/SPARQL-Anything/sparql.anything/releases/tag/v0.5.0
[9] https://ht.acm.org/introduction-to-the-34th-acm-hypertext-conference-4-8-september-2023-rome-italy/
[7] https://aida.kmi.open.ac.uk/dashboard
[7] https://github.com/SPARQL-Anything/sparql.anything/issues?q=is%3Aissue+is%3Aclosed
[5] https://kmi.open.ac.uk/studentships/vacancies/
[4] https://sparql-anything.cc/
[3] https://w3id.org/aikg
[3] https://twitter.com/iswc_conf/status/1584847968561029120/photo/1
[2] https://w3id.org/cskg/
[2] https://oro.open.ac.uk/84363/

Top URLs in Tweet in G6:
[8] https://twitter.com/hockeyshooter/status/1501563831549636610/photo/1
[4] https://citsci.kmi.open.ac.uk/xpolli-bumblebee/?r=user/auth
[3] https://www.youtube.com/watch?v=76oloGAqtBc&ab_channel=COP26

[3] https://twitter.com/iSpotnature/status/1577985947853099008/photo/1
[3] https://xpollination.org/
[2] https://twitter.com/TheParksTrust/status/1543112384805568514/photo/1
[1] https://www.youtube.com/watch?v=76oloGAqtBc

[1] https://ukcop26.org/events/ancient-knowledge-and-modern-thinking-climate-perspectives-in-folk-art/
[1] https://digitalenvironment.org/home/digital-environment-projects/#NE/V003054/1
[1] https://twitter.com/mjopocock/status/1309601252498604034

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://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 G9:
[4] https://twitter.com/elaragon/status/1566723459979350016/photo/1
[1] https://twitter.com/kmiou/status/1420040425688244224
[1] https://linkinghub.elsevier.com/retrieve/pii/S0306457321002144
[1] https://twitter.com/elaragon/status/1567785569127727104/photo/1
[1] https://dl.acm.org/doi/10.1145/3411763.3451815
[1] https://twitter.com/elaragon/status/1308663492589821952/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

[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs40593-022-00300-7
[1] https://twitter.com/sharplm/status/1534099930238836736/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1491] twitter.com
[634] ac.uk
[97] medium.com
[65] co.uk
[59] youtube.com
[32] instituteofcoding.org
[26] slideshare.net
[24] ow.ly
[24] ounews.co
[23] eventbrite.com

Top Domains in Tweet in G1:
[444] twitter.com
[137] ac.uk
[18] ounews.co
[16] co.uk
[15] ow.ly
[12] youtu.be
[11] youtube.com
[10] fcobservatory.org
[8] heros-project.eu
[8] slideshare.net

Top Domains in Tweet in G2:
[535] twitter.com
[312] ac.uk
[26] youtube.com
[21] co.uk
[19] instituteofcoding.org
[6] ow.ly
[6] eswc-conferences.org
[6] youtu.be
[6] paper.li
[5] xpollination.org

Top Domains in Tweet in G3:
[245] twitter.com
[94] medium.com
[57] ac.uk
[13] youtube.com
[8] co.uk
[6] adecentweb.org
[6] instituteofcoding.org
[6] sumall.com
[4] slideshare.net
[4] timeshighereducation.com

Top Domains in Tweet in G4:
[107] twitter.com
[56] 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:
[75] twitter.com
[45] ac.uk
[19] github.com
[12] acm.org
[6] w3id.org
[5] sparql-anything.cc
[3] spice-h2020.eu
[3] slideshare.net
[3] co.uk
[2] arxiv.org

Top Domains in Tweet in G6:
[50] twitter.com
[11] ac.uk
[5] youtube.com
[3] xpollination.org
[1] ukcop26.org
[1] digitalenvironment.org
[1] ispotnature.org
[1] youtu.be
[1] nature.com
[1] theparkstrust.com

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

Top Domains in Tweet in G8:
[2] org.uk
[1] mkfm.com
[1] twitter.com

Top Domains in Tweet in G9:
[7] twitter.com
[1] elsevier.com
[1] acm.org

Top Domains in Tweet in G10:
[12] ac.uk
[3] twitter.com
[1] youtube.com
[1] springer.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:
[106] misinformation
[77] phd
[57] ou_crc2021
[54] kmi
[50] covid19
[48] phdchat
[40] kmipeople
[30] oustemstudents
[29] misogynoir
[23] ai

Top Hashtags in Tweet in G2:
[119] kmi
[98] kmipeople
[59] kminews
[52] summerscholarship
[51] blockchain
[49] computerscience
[43] kmiprojects
[41] bame
[29] blackyouth
[29] scholarship

Top Hashtags in Tweet in G3:
[156] blockchain
[107] education
[94] university
[93] fintech
[93] universidad
[73] edtech
[71] crypto
[71] highered
[68] blockchained
[68] cryptocurrency

Top Hashtags in Tweet in G4:
[42] openaccess
[35] 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:
[51] knowledgegraph
[23] readit
[22] culturalheritage
[20] sparql
[15] phd
[15] linkeddata
[13] kminews
[12] kmiproject
[11] sparqlanything
[10] kmi

Top Hashtags in Tweet in G6:
[29] cop26
[23] citizenscience
[6] kmiproject
[5] xpolli
[4] biodiversity
[4] dataiqawards
[4] kmi
[4] bame
[4] ai
[3] cop26glasgow

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:
[2] miltonkeynes
[2] 5g
[1] blackyouth
[1] summerscholarship
[1] computerscience
[1] kmi
[1] mk5g
[1] exeter

Top Hashtags in Tweet in G9:
[2] dagstuhl22361
[1] staytuned

Top Words
Top Words in Tweet in Entire Graph:
[3203] kmiou
[1021] openuniversity
[603] ou_stem
[575] johndmk
[440] oacore
[439] research
[421] phd
[416] work
[345] university
[342] miriam_fs

Top Words in Tweet in G1:
[1255] kmiou
[368] openuniversity
[341] ou_stem
[248] phd
[227] miriam_fs
[211] research
[184] oucomputing
[171] congratulations
[161] work
[131] halani

Top Words in Tweet in G2:
[488] kmiou
[142] apply
[141] openuniversity
[126] johndmk
[119] #kmi
[98] #kmipeople
[96] research
[96] ou_stem
[94] read
[88] open

Top Words in Tweet in G3:
[704] kmiou
[350] johndmk
[338] openuniversity
[241] decentralised
[232] based
[226] university
[221] blockchain
[219] john
[218] domingue
[209] tedxopenuniversity

Top Words in Tweet in G4:
[365] oacore
[275] kmiou
[143] petrknoth
[95] davejavupride
[66] openuniversity
[60] core
[59] team
[47] oai
[46] discovery
[45] raspberry_pi

Top Words in Tweet in G5:
[308] kmiou
[126] enridaga
[98] knowledge
[83] research
[81] work
[73] paper
[71] fraosborne
[64] dh_ou
[63] spiceh2020
[57] open

Top Words in Tweet in G6:
[91] kmiou
[46] openuniversity
[41] janiceansine
[40] ispotnature
[39] ou_stem
[29] #cop26
[23] #citizenscience
[21] day
[20] advaith
[19] excited

Top Words in Tweet in G7:
[2] re

Top Words in Tweet in G8:
[12] kmiou
[12] mkcouncil
[9] semlep
[5] openuniversity
[4] cityfibre
[4] cpcatapult
[4] diginorthampton
[4] angelosalatino
[4] satappscatapult
[4] tech_mahindra

Top Words in Tweet in G9:
[10] elaragon
[8] hold
[8] colleagues
[8] mediafutureseu
[8] wikiresearch
[8] today
[8] thegovlab
[8] workshop
[8] ti_health
[8] engagingnews

Top Words in Tweet in G10:
[14] kmiou
[13] openuniversity
[13] ou_gcn
[10] using
[9] platform
[9] ai
[8] direct
[6] form
[6] stated
[6] violation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[373] kmiou,ou_stem
[348] kmiou,openuniversity
[254] johndmk,kmiou
[225] john,domingue
[223] domingue,johndmk
[221] based,decentralised
[221] blockchain,based
[216] university,john
[216] decentralised,university
[214] openuniversity,tedxopenuniversity

Top Word Pairs in Tweet in G1:
[244] kmiou,ou_stem
[139] ou_stem,openuniversity
[96] oucomputing,kmiou
[64] miriam_fs,kmiou
[57] kmiou,openuniversity
[51] phd,student
[48] thanks,lot
[44] openuniversity,kmiou
[44] phd,position
[43] launched,first

Top Word Pairs in Tweet in G2:
[70] 16,20
[66] aged,16
[51] 20,apply
[50] community,aged
[40] kmiou,ou_stem
[39] #bame,community
[38] latest,#kminews
[36] open,university
[36] apply,summer
[34] #kmi,invites

Top Word Pairs in Tweet in G3:
[247] kmiou,openuniversity
[221] johndmk,kmiou
[218] john,domingue
[217] domingue,johndmk
[215] based,decentralised
[215] blockchain,based
[211] university,john
[211] decentralised,university
[209] openuniversity,tedxopenuniversity
[119] eraser,blockchain

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

Top Word Pairs in Tweet in G5:
[40] cultural,heritage
[39] knowledge,graphs
[30] sparql,anything
[27] research,associate
[25] knowledge,graph
[22] projects,spiceh2020
[21] kmiou,isdsou
[21] available,kmiou
[20] friday,20th
[20] workshop,friday

Top Word Pairs in Tweet in G6:
[16] day,#cop26
[16] openuniversity,ouscotland
[16] representing,openuniversity
[16] excited,representing
[16] ouscotland,ou_stem
[16] ou_stem,icey_mark
[16] #cop26,excited
[16] 1st,day
[16] icey_mark,advaith
[15] advaith,siddharth

Top Word Pairs in Tweet in G8:
[4] smartkluborg,huaweiuk
[4] openuniversity,mkcouncil
[4] satappscatapult,cityfibre
[4] cpcatapult,semlep
[4] huaweiuk,bt_uk
[4] tech_mahindra,smartkluborg
[4] semlep,satappscatapult
[4] cityfibre,openuniversity
[4] madein_mk,kmiou
[4] kmiou,diginorthampton

Top Word Pairs in Tweet in G9:
[8] thegovlab,ti_health
[8] ti_health,engagingnews
[8] mediafutureseu,workshop
[8] colleagues,wikiresearch
[8] workshop,colleagues
[8] hold,mediafutureseu
[8] today,hold
[8] wikiresearch,thegovlab
[7] engagingnews,cfoms
[7] elaragon,today

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

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
@tahatobaili
@albamoralest
@agnese_chiatti
@halani
@iamkrizick
@etzpcm
@johndmk

Top Replied-To in G2:
@kmiou
@johndmk
@peter_scott
@kaysoclearn
@amcchisholm
@arosha
@alexmikro
@albamoralest
@anna_de_liddo
@brilliantclub

Top Replied-To in G3:
@kmiou
@mhlosta
@miriam_fs
@johndmk
@herodotouc
@nashman11178
@sharplm
@psychemedia

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

Top Replied-To in G5:
@fraosborne
@enridaga
@kmiou
@mjarrar
@paulmulholland3
@timrdf
@polifoniah2020
@albamoralest
@vpresutti
@lancsdighum

Top Replied-To in G6:
@davejavupride
@ispotnature
@kmiou
@theparkstrust
@hockeyshooter
@cop26
@lindacq
@etc2500
@clairehoolohan
@toranshaw

Top Replied-To in G7:
@athenedonald

Top Replied-To in G8:
@angelosalatino
@peterhorrocks
@emi1yjackson
@cpcatapult

Top Replied-To in G9:
@miriam_fs

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

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
@miriam_fs
@oucomputing
@halani
@heros_eu
@ougradsch
@anna_de_liddo
@t_m_farrell

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

Top Mentioned in G3:
@kmiou
@johndmk
@openuniversity
@eraser
@qualichain
@ou_stem
@iocoding
@alexmikro
@mhlosta
@herodotouc

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

Top Mentioned in G5:
@kmiou
@enridaga
@spiceh2020
@fraosborne
@dh_ou
@angelosalatino
@paulmulholland3
@eureadit
@polifoniah2020
@ou_fass

Top Mentioned in G6:
@kmiou
@openuniversity
@janiceansine
@ou_stem
@ispotnature
@ouscotland
@icey_mark
@cos4cloud
@ou_eee
@treezilla_org

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

Top Mentioned in G8:
@kmiou
@mkcouncil
@semlep
@satappscatapult
@cityfibre
@openuniversity
@tech_mahindra
@smartkluborg
@huaweiuk
@bt_uk

Top Mentioned in G9:
@elaragon
@mediafutureseu
@wikiresearch
@thegovlab
@ti_health
@engagingnews
@kmiou
@miriam_fs
@icantador

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

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cybersec_feeds
@codedailybot
@jamesroy
@duocosme
@congratsbot
@o_fabriciosouza
@scheerenberger
@artificialbra1n
@education_24x7

Top Tweeters in G1:
@o_fabriciosouza
@hubofml
@godfrey_g_
@imrajeshberwal
@b0tsci
@scieducation1
@zftwarning
@academicchatter
@suenieland
@finneyivan1963

Top Tweeters in G2:
@cybersec_feeds
@codedailybot
@jamesroy
@congratsbot
@scheerenberger
@opensource_orgs
@benishii_
@calcaware
@akwyz
@pyscalellc

Top Tweeters in G3:
@chidambara09
@education_24x7
@eraser
@west_africaine
@pequeninwarrior
@greentechdon
@blackpeopledata
@digitaltransf11
@markj_ohnson
@timeshighered

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

Top Tweeters in G5:
@artificialbra1n
@juliebhunt
@steltenpower
@emekaokoye
@sarah_may1
@botblacktech
@max_lyashko
@jdaviesheritage
@digtalhumanatee
@real_person_dh

Top Tweeters in G6:
@morpheusbeing
@hiringcare
@sleepydystopian
@ecology_tweets
@zapaman
@ellemoria
@natgeo
@hildaibrahim2
@seed_ball
@savebutterflies

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

Top Tweeters in G8:
@bt_uk
@itsjillgardner
@will789gb
@tech_mahindra
@mkcouncil
@cpcatapult
@satappscatapult
@semlep
@cityfibre
@huaweiuk

Top Tweeters in G9:
@euwatchers
@codeforpdx
@arthursmid
@uam_madrid
@healthfdn
@openp2pdesign
@thegovlab
@alexandragaratz
@elaragon
@engagingnews

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


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