kmiou, Twitter, 9/30/2020 10:47:16 PM, 236384


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kmiou_2020-09-30_09-25-51.xlsx
kmiou_2020-09-30_09-25-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 30, 2020
Short Description:
kmiou via NodeXL https://bit.ly/3l1hZE5
@kmiou
@do_kinder
@elaragon
@angelosalatino
@vpresutti
@fraosborne
@openuniversity
@miriam_fs
@larapicc
@pau1cook

Top hashtags:
#blockchain
#ekaw2020
#university
#digitaltransformation
#education
#fintech
#universidad
#crypto

Description:
Description
The graph represents a network of 337 Twitter users whose tweets in the requested range contained "kmiou", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 September 2020 at 16:26 UTC.

The requested start date was Wednesday, 30 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 85-day, 4-hour, 31-minute period from Monday, 06 July 2020 at 12:30 UTC to Tuesday, 29 September 2020 at 17:01 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 : 337
Unique Edges : 591
Edges With Duplicates : 941
Total Edges : 1532
Number of Edge Types : 5
Replies to : 69
Mentions : 623
MentionsInRetweet : 538
Retweet : 251
Tweet : 51
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.134048257372654
Reciprocated Edge Ratio : 0.236406619385343
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 334
Maximum Edges in a Connected Component : 1530
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.872461
Graph Density : 0.00747138618058499
Modularity : 0.357432
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 337 Twitter users whose tweets in the requested range contained "kmiou", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 September 2020 at 16:26 UTC.

The requested start date was Wednesday, 30 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 85-day, 4-hour, 31-minute period from Monday, 06 July 2020 at 12:30 UTC to Tuesday, 29 September 2020 at 17:01 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 : GraphServerTwitterSearch
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:
[11] https://medium.com/@eraser/a-blockchain-based-decentralised-university-ed87cb274829?source=friends_link&sk=7c621b0751fe0ca4ee2c05dab0979c51
[11] https://medium.com/blockchain-digital-transformation/a-blockchain-based-decentralised-university-ed87cb274829?source=friends_link&sk=7c621b0751fe0ca4ee2c05dab0979c51
[7] https://citsci.kmi.open.ac.uk/xpolli-bumblebee/index.php?r=user/auth
[4] https://www.slideshare.net/AgneseChiatti/towards-a-framework-for-visual-intelligence-in-service-robotics-epistemic-requirements-and-gap-analysis-238494694
[4] http://kmi.open.ac.uk/news/article/19655
[4] https://summerofknowledge.inf.unibz.it/registration/
[3] https://www.dataiq.co.uk/dataiq-awards-shortlist
[3] https://ekaw2020.inf.unibz.it/program/
[3] http://oro.open.ac.uk/70529/
[2] https://summit.ngi.eu/?utm_content=buffer72d94&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[4] https://citsci.kmi.open.ac.uk/xpolli-bumblebee/index.php?r=user/auth
[3] https://summerofknowledge.inf.unibz.it/registration/
[2] https://xpollination.org/
[2] http://www.emadridnet.org/index.php/en/28-eventos-y-seminarios/1241-online-fieldwork-opportunities-for-fieldwork-at-a-distance
[2] https://bit.ly/livinglavidalockdown
[2] https://instituteofcoding.open.ac.uk/badges/
[2] https://qualichain-project.eu/
[2] https://inrupt.com/solid
[2] https://s3.amazonaws.com/marketing.scholasticahq.com/State-Journal-Production-Access-2020.pdf
[2] https://ounews.co/around-ou/university-news/ou-launches-bursaries-for-50-new-bame-students/

Top URLs in Tweet in G2:
[11] https://medium.com/blockchain-digital-transformation/a-blockchain-based-decentralised-university-ed87cb274829?source=friends_link&sk=7c621b0751fe0ca4ee2c05dab0979c51
[10] https://medium.com/@eraser/a-blockchain-based-decentralised-university-ed87cb274829?source=friends_link&sk=7c621b0751fe0ca4ee2c05dab0979c51
[2] http://events.kmi.open.ac.uk/misinformation/
[1] http://oro.open.ac.uk/71853/
[1] https://academic.oup.com/policing/advance-article-abstract/doi/10.1093/police/paaa046/5896099?redirectedFrom=fulltext
[1] http://oro.open.ac.uk/72524/
[1] https://www.open.ac.uk/centres/policing/news/research-results-would-children-rely-chatbot-get-support-when-dealing-online-abuse
[1] https://digitalenvironment.org/home/digital-environment-projects/#NE/V003054/1
[1] https://twitter.com/mjopocock/status/1309601252498604034
[1] https://twitter.com/kmiou/status/1303660373703380992

Top URLs in Tweet in G3:
[3] https://www.slideshare.net/AgneseChiatti/towards-a-framework-for-visual-intelligence-in-service-robotics-epistemic-requirements-and-gap-analysis-238494694
[2] https://ekaw2020.inf.unibz.it/program/
[1] http://scholkg.kmi.open.ac.uk/
[1] https://twitter.com/fiziseka/status/1290623598936424458
[1] http://kmi.open.ac.uk/news/19658
[1] https://w3id.org/aikg
[1] http://oro.open.ac.uk/71665/
[1] https://www.slideshare.net/aas88/researchflow-understanding-the-knowledge-flow-between-academia-and-industry
[1] https://summerofknowledge.inf.unibz.it/registration/
[1] https://twitter.com/enridaga/status/1305835308152430593

Top URLs in Tweet in G4:
[3] http://kmi.open.ac.uk/news/article/19655
[2] http://icl-conference.org/current/
[2] https://twitter.com/kmiou/status/1285847446006968320
[1] https://twitter.com/OpenEdGlobal/status/1299029688124428289
[1] https://www.youtube.com/watch?v=UZb36oZB794

[1] https://openlang-network.kmi.open.ac.uk/login/index.php
[1] https://openlang-network.kmi.open.ac.uk/
[1] https://instituteofcoding.org/news/new-stories/2020/09/short-online-courses-can-unblock-gender-and-other-diversity-issues-in-digital-skills-education/
[1] https://www.dataiq.co.uk/dataiq-awards-shortlist
[1] https://bit.ly/2BIkPNv

Top URLs in Tweet in G5:
[2] http://oro.open.ac.uk/70529/
[1] http://www.sciencedirect.com/science/authShare/S1071581920301397/20200916T035200Z/1?md5=5a3690ca28aada3d93491ffccb117b9e&dgcid=author
[1] https://www.youtube.com/watch?v=GR2Jtcx1sAE&feature=youtu.be

[1] https://twitter.com/kmiou/status/1288829743912095745
[1] https://analyse.kmi.open.ac.uk/
[1] https://twitter.com/thedataiq/status/1288496108679856128
[1] https://twitter.com/attack_monkey/status/1286919269771509760

Top URLs in Tweet in G7:
[1] https://twitter.com/do_kinder/status/1307704215414939649

Top URLs in Tweet in G10:
[1] https://twitter.com/CHERRIES_eu/status/1306881627449065474
[1] https://www.gatekeeper-project.eu/news/stakeholders-reflect-values-health-ageing-and-technology-dynamic-online-workshop
[1] https://twitter.com/EIP_AHA/status/1282575688671932418
[1] https://www.gatekeeper-project.eu/news/launch-gatekeeper-newsletter
[1] https://twitter.com/EIP_AHA/status/1307951794023268353

Top Domains
Top Domains in Tweet in Entire Graph:
[47] ac.uk
[37] twitter.com
[23] medium.com
[9] europa.eu
[9] bit.ly
[8] unibz.it
[5] youtube.com
[5] slideshare.net
[4] co.uk
[3] zoom.us

Top Domains in Tweet in G1:
[26] ac.uk
[14] twitter.com
[9] europa.eu
[5] bit.ly
[5] unibz.it
[3] emadridnet.org
[3] co.uk
[2] xpollination.org
[2] qualichain-project.eu
[2] inrupt.com

Top Domains in Tweet in G2:
[21] medium.com
[5] ac.uk
[5] twitter.com
[1] oup.com
[1] digitalenvironment.org
[1] github.io
[1] coinform.eu

Top Domains in Tweet in G3:
[4] ac.uk
[4] slideshare.net
[3] twitter.com
[3] unibz.it
[1] w3id.org

Top Domains in Tweet in G4:
[6] ac.uk
[4] twitter.com
[4] bit.ly
[2] icl-conference.org
[2] youtube.com
[2] instituteofcoding.org
[1] co.uk
[1] zoom.us
[1] del4all.eu
[1] edu.mt

Top Domains in Tweet in G5:
[3] ac.uk
[3] twitter.com
[1] sciencedirect.com
[1] youtube.com

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

Top Domains in Tweet in G10:
[3] twitter.com
[2] gatekeeper-project.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] blockchain
[26] ekaw2020
[22] university
[22] digitaltransformation
[21] education
[21] fintech
[21] universidad
[16] crypto
[15] highered
[14] kmipeople



Top Hashtags in Tweet in G1:
[14] blockchain
[10] kmiprojects
[9] kmipeople
[9] dataiqawards
[8] eufunded
[7] covid19
[6] citizenscience
[5] beesneedsweek
[5] ai
[5] jcdl2020

Top Hashtags in Tweet in G2:
[22] digitaltransformation
[21] blockchain
[21] fintech
[21] university
[21] universidad
[17] education
[16] crypto
[11] bdt
[11] highered
[10] edreform

Top Hashtags in Tweet in G3:
[23] ekaw2020
[9] knowledgegraph
[5] knowledgeengineering
[5] knowledgemanagement
[5] kmipeople
[4] accepted
[3] kr2020
[3] scienceofscience
[2] researchtrends
[1] artificialintelligence

Top Hashtags in Tweet in G4:
[8] blockchain
[6] mooc
[5] icl2020
[4] interactive
[3] multilingual
[3] open
[3] digitalskills
[3] webinar
[2] lifelonglearning
[2] altc

Top Hashtags in Tweet in G5:
[3] ouanalyse
[3] dataiqawards
[2] misinformation
[1] democracy
[1] hope
[1] media
[1] tech
[1] innovation
[1] civictech
[1] websci20

Top Hashtags in Tweet in G6:
[10] polifonia
[10] h2020
[10] project
[10] topscore
[10] funded
[10] comingsoon
[10] staytuned
[10] superproud
[10] greatestteamever

Top Hashtags in Tweet in G8:
[1] staytuned

Top Hashtags in Tweet in G9:
[1] miltonkeynes
[1] mk5g

Top Hashtags in Tweet in G10:
[3] gatekeepereu
[2] iot
[2] bigdata
[1] healthcare
[1] openinnovation
[1] responsibleinnovation
[1] rri
[1] healthresearch
[1] health
[1] ageing

Top Words
Top Words in Tweet in Entire Graph:
[217] kmiou
[88] openuniversity
[65] johndmk
[52] university
[49] blockchain
[45] based
[45] decentralised
[45] john
[45] domingue
[44] #blockchain

Top Words in Tweet in G1:
[54] kmiou
[32] kmakersou
[25] davejavupride
[20] project
[20] find
[19] more
[15] online
[15] oacore
[14] #blockchain
[14] today

Top Words in Tweet in G2:
[79] kmiou
[61] openuniversity
[44] blockchain
[44] based
[44] decentralised
[44] university
[44] john
[44] domingue
[44] johndmk
[43] tedxopenuniversity

Top Words in Tweet in G3:
[35] kmiou
[28] knowledge
[23] #ekaw2020
[22] paper
[19] albamoralest
[19] researchflow
[19] understanding
[19] flow
[19] between
[19] academia

Top Words in Tweet in G4:
[20] kmiou
[12] alexmikro
[11] johndmk
[10] qualichain
[9] openlangnet
[8] join
[8] #blockchain
[6] looking
[6] forward
[6] #mooc

Top Words in Tweet in G5:
[14] kmiou
[14] miriam_fs
[11] great
[8] dr
[8] mhlosta
[7] very
[7] support
[6] openuniversity
[6] use
[6] thanks

Top Words in Tweet in G6:
[13] vpresutti
[10] #polifonia
[10] #h2020
[10] #project
[10] excellent
[10] evaluation
[10] #topscore
[10] #funded
[10] #comingsoon
[10] #staytuned

Top Words in Tweet in G8:
[8] today
[8] hold
[8] mediafutureseu
[8] workshop
[8] colleagues
[8] wikiresearch
[8] thegovlab
[8] ti_health
[8] engagingnews
[7] elaragon

Top Words in Tweet in G9:
[4] semlep
[4] mkcouncil
[3] cpcatapult
[3] openuniversity
[3] kmiou
[2] emi1yjackson
[2] satappscatapult
[2] cityfibre
[2] tech_mahindra
[2] smartkluborg

Top Words in Tweet in G10:
[3] #gatekeepereu
[2] 30
[2] uniutrecht
[2] online
[2] #iot
[2] #bigdata
[2] week
[2] find
[2] more
[2] involved

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[57] kmiou,openuniversity
[48] johndmk,kmiou
[45] blockchain,based
[45] based,decentralised
[45] john,domingue
[45] domingue,johndmk
[44] decentralised,university
[44] university,john
[44] openuniversity,tedxopenuniversity
[28] kmakersou,kmiou

Top Word Pairs in Tweet in G1:
[28] kmakersou,kmiou
[15] davejavupride,kmakersou
[7] citizen,science
[5] 00,cet
[5] find,more
[5] polli,nation
[5] great,news
[4] read,latest
[4] read,more
[4] nation,project

Top Word Pairs in Tweet in G2:
[50] kmiou,openuniversity
[44] blockchain,based
[44] based,decentralised
[44] john,domingue
[44] domingue,johndmk
[44] johndmk,kmiou
[43] decentralised,university
[43] university,john
[43] openuniversity,tedxopenuniversity
[23] eraser,blockchain

Top Word Pairs in Tweet in G3:
[19] researchflow,understanding
[19] understanding,knowledge
[19] knowledge,flow
[19] flow,between
[19] between,academia
[12] lt,thread
[12] thread,gt
[12] gt,tomorrow
[12] tomorrow,#ekaw2020
[12] #ekaw2020,present

Top Word Pairs in Tweet in G4:
[6] kmiou,alexmikro
[6] looking,forward
[5] 00,cet
[4] alexmikro,thirda
[4] thirda,johndmk
[4] johndmk,published
[4] published,qualichain
[4] qualichain,article
[4] article,jime_journal
[4] jime_journal,case

Top Word Pairs in Tweet in G5:
[6] thanks,herodotouc
[6] herodotouc,putting
[6] putting,together
[6] together,miriam_fs
[6] miriam_fs,support
[6] support,great
[6] great,people
[6] people,working
[6] working,around
[5] mhlosta,thanks

Top Word Pairs in Tweet in G6:
[10] #polifonia,#h2020
[10] #h2020,#project
[10] #project,excellent
[10] excellent,evaluation
[10] evaluation,#topscore
[10] #topscore,#funded
[10] #funded,#comingsoon
[10] #comingsoon,#staytuned
[10] #staytuned,#superproud
[10] #superproud,#greatestteamever

Top Word Pairs in Tweet in G8:
[8] today,hold
[8] hold,mediafutureseu
[8] mediafutureseu,workshop
[8] workshop,colleagues
[8] colleagues,wikiresearch
[8] wikiresearch,thegovlab
[8] thegovlab,ti_health
[8] ti_health,engagingnews
[7] elaragon,today
[7] engagingnews,cfoms

Top Word Pairs in Tweet in G9:
[3] cpcatapult,semlep
[2] emi1yjackson,cpcatapult
[2] semlep,satappscatapult
[2] satappscatapult,cityfibre
[2] cityfibre,openuniversity
[2] openuniversity,mkcouncil
[2] mkcouncil,tech_mahindra
[2] tech_mahindra,smartkluborg
[2] smartkluborg,huaweiuk
[2] huaweiuk,bt_uk

Top Replied-To
Top Replied-To in Entire Graph:
@davejavupride
@albamoralest
@fraosborne
@kmiou
@miriam_fs
@vpresutti
@emi1yjackson
@recantha
@neaveeng
@allisonl

Top Replied-To in G1:
@davejavupride
@albamoralest
@neaveeng
@recantha
@eureadit
@kmakersou
@johndmk
@jarjargeek
@johnchinner
@codeboom

Top Replied-To in G2:
@kmiou
@allisonl
@fraosborne
@dougclow
@co_inform

Top Replied-To in G3:
@albamoralest
@fraosborne
@kmiou
@shruthichari
@mpstaton
@agnese_chiatti
@angelosalatino
@miriam_fs
@enridaga

Top Replied-To in G4:
@mariaperif
@alexmikro
@meisenstadt
@kmiou
@miriam_fs

Top Replied-To in G5:
@miriam_fs
@complexitysol
@mhlosta

Top Replied-To in G6:
@vpresutti

Top Replied-To in G9:
@emi1yjackson
@peterhorrocks

Top Mentioned
Top Mentioned in Entire Graph:
@kmiou
@openuniversity
@johndmk
@eraser
@kmakersou
@angelosalatino
@larapicc
@alexmikro
@albamoralest
@qualichain

Top Mentioned in G1:
@kmiou
@kmakersou
@oacore
@cordis_eu
@openuniversity
@iocoding
@alexmikro
@davejavupride
@cos4cloud
@johndmk

Top Mentioned in G2:
@kmiou
@openuniversity
@johndmk
@eraser
@larapicc
@spiceh2020
@ou_police_res
@ougradsch
@paulmulholland3
@ispotnature

Top Mentioned in G3:
@kmiou
@angelosalatino
@albamoralest
@fraosborne
@skm3ou
@ekaw2020
@isdsou
@enridaga
@openuniversity
@springernature

Top Mentioned in G4:
@kmiou
@johndmk
@alexmikro
@qualichain
@openlangnet
@thirda
@jime_journal
@aneconomides
@aparmaxi
@panagiotiskosm8

Top Mentioned in G5:
@kmiou
@miriam_fs
@mhlosta
@openuniversity
@herodotouc
@anna_de_liddo
@khadkanita
@ou_stem
@icantador
@oustudents

Top Mentioned in G6:
@vpresutti
@unibomagazine
@aiunibo
@krr_vu
@stlab_cnr
@insight_centre
@dsiatnuig
@kmiou
@iccd_mibact
@_mibact

Top Mentioned in G7:
@sebuitendijk
@curtrice
@miriam_fs
@jendtweeting
@brennanpcardiff
@kmiou
@ou_stem
@openuniversity
@paola_dzn
@alisonaedwards

Top Mentioned in G8:
@mediafutureseu
@wikiresearch
@thegovlab
@ti_health
@engagingnews
@elaragon
@cfoms
@cfomsheff
@kmiou
@datajournalism

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

Top Mentioned in G10:
@uniutrecht
@cherries_eu
@ticbiomed
@funkanu
@eip_aha
@aalprogramme
@jpimybl

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@iam__network
@eraser
@euwatchers
@techtrendingnow
@suenieland
@bt_uk
@nordicgeo
@itsjillgardner
@finneyivan1963

Top Tweeters in G1:
@recantha
@jarjargeek
@eu_commission
@euscienceinnov
@dcms
@aarontay
@amazon
@jisc
@openledgerdc
@springernature

Top Tweeters in G2:
@chidambara09
@eraser
@techtrendingnow
@suenieland
@nordicgeo
@finneyivan1963
@cmdatascoop
@openuniversity
@magnifintech
@dougclow

Top Tweeters in G3:
@max_lyashko
@martin_eve
@km_delivery
@angelosalatino
@alessandroleite
@qeios
@mijaspao
@mpstaton
@pijili
@springercompsci

Top Tweeters in G4:
@computerweekly
@dsmeu
@zinca
@uniofbath
@blackgirlgamers
@a_l_t
@jdr_tech
@futurelearn
@universityleeds
@w3c

Top Tweeters in G5:
@oustudents
@garminuk
@complexitysol
@ademoor
@wayneholmes
@kialohq
@weliveinasoci18
@drbartrienties
@miriam_fs
@tomcolney

Top Tweeters in G6:
@andybleaden
@unibomagazine
@_mibact
@beeldengeluid
@insight_centre
@albertmeronyo
@_knaw
@merpeltje
@cnamintec
@damianosmel

Top Tweeters in G7:
@stephen_curry
@curtrice
@suukii
@brennanpcardiff
@drhg
@jendtweeting
@okmatar
@do_kinder
@alisonaedwards
@wiset

Top Tweeters in G8:
@euwatchers
@nesta_uk
@healthfdn
@thegovlab
@elaragon
@cfomsheff
@wikiresearch
@engagingnews
@datajournalism
@ccwdigital

Top Tweeters in G9:
@bt_uk
@itsjillgardner
@tech_mahindra
@mkcouncil
@cpcatapult
@satappscatapult
@semlep
@diginorthampton
@cityfibre
@peterhorrocks

Top Tweeters in G10:
@uniutrecht
@rritools
@funkanu
@eip_aha
@ticbiomed
@aalprogramme
@gatekeeper_eu
@cherries_eu
@jpimybl