kmiou, Twitter, 8/12/2020 4:31:54 PM, 232516


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kmiou_2020-08-12_09-20-02.xlsx
kmiou_2020-08-12_09-20-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 12, 2020
Short Description:
kmiou via NodeXL https://bit.ly/2XTMNxw
@kmiou
@oacore
@vpresutti
@eureadit
@iocoding
@riasat_islam
@fraosborne
@rohit00924
@co_inform
@alexmikro

Top hashtags:
#blockchain
#researchers
#students
#life_long_learners
#generalpublic
#h2020
#education
#misinformation

Description:
Description
The graph represents a network of 304 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, 12 August 2020 at 16:20 UTC.

The requested start date was Wednesday, 12 August 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 71-day, 3-hour, 58-minute period from Monday, 01 June 2020 at 14:06 UTC to Tuesday, 11 August 2020 at 18:05 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 : 304
Unique Edges : 541
Edges With Duplicates : 700
Total Edges : 1241
Number of Edge Types : 5
Retweet : 201
MentionsInRetweet : 429
Mentions : 516
Tweet : 33
Replies to : 62
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.117302052785924
Reciprocated Edge Ratio : 0.20997375328084
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 300
Maximum Edges in a Connected Component : 1239
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.908602
Graph Density : 0.0082725377800938
Modularity : 0.379077
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 304 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, 12 August 2020 at 16:20 UTC.

The requested start date was Wednesday, 12 August 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 71-day, 3-hour, 58-minute period from Monday, 01 June 2020 at 14:06 UTC to Tuesday, 11 August 2020 at 18:05 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
[4] http://kmi.open.ac.uk/news/article/19655
[4] http://kmi.open.ac.uk/news/article/19650
[3] http://oro.open.ac.uk/70529/
[3] https://blog.core.ac.uk/2020/06/11/core-reaches-20-million-monthly-users/
[3] https://www.del4all.eu/event/navigating-digital-learning-during-covid-19/?instance_id=20
[3] https://core.ac.uk
[3] https://twitter.com/Shtacy_Phillips/status/1271388315250561024
[2] http://www.emadridnet.org/index.php/en/28-eventos-y-seminarios/1241-online-fieldwork-opportunities-for-fieldwork-at-a-distance
[2] https://ounews.co/around-ou/university-news/ou-launches-bursaries-for-50-new-bame-students/

Top URLs in Tweet in G1:
[3] https://core.ac.uk
[3] https://twitter.com/Shtacy_Phillips/status/1271388315250561024
[2] https://2020.eswc-conferences.org/program/
[2] https://xpollination.org/
[2] https://citsci.kmi.open.ac.uk/xpolli-bumblebee/index.php?r=user/auth
[2] http://www.emadridnet.org/index.php/en/28-eventos-y-seminarios/1241-online-fieldwork-opportunities-for-fieldwork-at-a-distance
[2] https://instituteofcoding.open.ac.uk/badges/
[2] https://qualichain-project.eu/
[2] https://inrupt.com/solid
[2] https://connectedlearning.edu.mt/blockchains-webinar/

Top URLs in Tweet in G2:
[3] https://blog.core.ac.uk/2020/06/11/core-reaches-20-million-monthly-users/
[2] https://www.kaggle.com/c/3c-shared-task-purpose/overview
[1] https://journals.plos.org/plosbiology/article?id=10.1371%2Fjournal.pbio.3000716&utm_source=feedburner&utm_medium=email&utm_campaign=Feed%3A+OATP-Primary+%28OATP+primary%29
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01516-0
[1] https://zenodo.org/record/3878540?utm_source=feedburner&utm_medium=email&utm_campaign=Feed:%20OATP-Primary%20(OATP%20primary)#.Xt9O5zozY2x
[1] https://sparcopen.org/news/2020/sharing-experiences-of-journal-cancellations-on-a-rapid-timeline/?utm_source=feedburner&utm_medium=email&utm_campaign=Feed%3A+OATP-Primary+%28OATP+primary%29
[1] https://www.researchinformation.info/analysis-opinion/cambridge-scientist-breaks-old-fashioned-academic-paper
[1] https://www.kaggle.com/c/3c-shared-task-influence/overview
[1] https://blog.core.ac.uk/2020/05/20/3c-shared-task-a-kaggle-competition-for-citation-context-classification/
[1] https://medium.com/a-academic-librarians-thoughts-on-open-access/why-openly-available-abstracts-are-important-overview-of-the-current-state-of-affairs-bb7bde1ed751

Top URLs in Tweet in G3:
[10] https://medium.com/@eraser/a-blockchain-based-decentralised-university-ed87cb274829?source=friends_link&sk=7c621b0751fe0ca4ee2c05dab0979c51
[2] https://www.del4all.eu/event/navigating-digital-learning-during-covid-19/?instance_id=20
[2] https://twitter.com/kmiou/status/1285847446006968320
[1] http://kmi.open.ac.uk/news/article/19655
[1] http://kmi.open.ac.uk/news/article/19650
[1] https://zoom.us/webinar/register/WN_ajpNBH4cT2uJotxGiBOBfQ
[1] https://bit.ly/3hoSFpS
[1] https://bit.ly/3fRM86N
[1] http://robots.kmi.open.ac.uk/index.html
[1] https://twitter.com/kmiou/status/1272801550650544129

Top URLs in Tweet in G4:
[1] https://twitter.com/kmiou/status/1272801550650544129
[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] https://skm.kmi.open.ac.uk/stm2/
[1] https://twitter.com/TheDataIQ/status/1288493342137950215
[1] https://twitter.com/kmiou/status/1288832380208381952
[1] https://twitter.com/ACM_SIGWEB/status/1283530385423572994

Top URLs in Tweet in G5:
[1] https://twitter.com/angelosalatino/status/1293241144768434176
[1] http://blogs.bath.ac.uk/academic-skills/2020/07/07/sharpen-up-your-skills-this-summer/
[1] https://bit.ly/3ibTH9M
[1] https://twitter.com/OUCisco/status/1268141658220171267
[1] https://www.eventbrite.co.uk/e/environment-making-challenge-tickets-107417996118
[1] https://twitter.com/TrishCharlton/status/1268901020035317762

Top URLs in Tweet in G7:
[2] http://events.kmi.open.ac.uk/misinformation/
[1] http://oro.open.ac.uk/70529/
[1] https://coinform.eu/an-interview-with-hugo-mercier/
[1] https://www.open.ac.uk/centres/policing/news/research-results-would-children-rely-chatbot-get-support-when-dealing-online-abuse

Top URLs in Tweet in G9:
[2] http://kmi.open.ac.uk/news/article/19655
[1] http://kmi.open.ac.uk/news/article/19650
[1] https://www.youtube.com/watch?v=UZb36oZB794

[1] https://openlang-network.kmi.open.ac.uk/login/index.php
[1] https://twitter.com/OpenUniversity/status/1268491452297949185

Top Domains
Top Domains in Tweet in Entire Graph:
[46] ac.uk
[30] twitter.com
[12] medium.com
[6] bit.ly
[4] europa.eu
[4] youtube.com
[4] eswc-conferences.org
[4] del4all.eu
[3] emadridnet.org
[3] co.uk

Top Domains in Tweet in G1:
[21] ac.uk
[11] twitter.com
[4] eswc-conferences.org
[4] europa.eu
[3] emadridnet.org
[3] edu.mt
[3] bit.ly
[2] xpollination.org
[2] qualichain-project.eu
[2] inrupt.com

Top Domains in Tweet in G2:
[6] ac.uk
[3] kaggle.com
[1] plos.org
[1] nature.com
[1] zenodo.org
[1] sparcopen.org
[1] researchinformation.info
[1] medium.com
[1] acm.org

Top Domains in Tweet in G3:
[10] medium.com
[8] twitter.com
[7] ac.uk
[2] del4all.eu
[2] bit.ly
[1] zoom.us
[1] ieee.org
[1] youtube.com

Top Domains in Tweet in G4:
[5] twitter.com
[3] ac.uk
[1] w3id.org

Top Domains in Tweet in G5:
[3] twitter.com
[1] ac.uk
[1] bit.ly
[1] co.uk

Top Domains in Tweet in G7:
[4] ac.uk
[1] coinform.eu

Top Domains in Tweet in G9:
[4] ac.uk
[1] youtube.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[26] blockchain
[19] researchers
[17] students
[17] life_long_learners
[17] generalpublic
[12] h2020
[12] education
[11] misinformation
[11] university
[11] blockchained



Top Hashtags in Tweet in G1:
[10] blockchain
[9] kmipeople
[9] kmiprojects
[7] kmi
[5] covid19
[5] ai
[5] beesneedsweek
[4] webinar
[4] eufunded
[4] covid

Top Hashtags in Tweet in G2:
[16] researchers
[15] students
[15] life_long_learners
[15] generalpublic
[6] openaccess
[6] openscience
[5] jcdl2020
[4] discovery
[4] api
[4] oa

Top Hashtags in Tweet in G3:
[13] blockchain
[10] university
[10] blockchained
[10] blockchaineducation
[10] crypto
[10] cryptocurrency
[10] fintech
[10] industry40
[10] education
[10] edtech

Top Hashtags in Tweet in G4:
[9] knowledgegraph
[2] artificialintelligence
[1] sciroc
[1] robotics
[1] covid
[1] iswc2020
[1] readit
[1] dataiqawards
[1] acmht20

Top Hashtags in Tweet in G5:
[1] service
[1] robots
[1] kmipeople
[1] kmiprojects
[1] microbit
[1] phdchat
[1] oufamily

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 G7:
[8] misinformation
[2] thinkcheckshare
[1] socialdata
[1] ptanywhere
[1] websci2020
[1] co_informing

Top Hashtags in Tweet in G8:
[1] miltonkeynes
[1] mk5g

Top Hashtags in Tweet in G9:
[3] mooc
[3] multilingual
[3] interactive
[2] open
[2] blockchain
[2] oer
[2] ptanywhere
[1] language
[1] openeducation
[1] lifelonglearning

Top Words
Top Words in Tweet in Entire Graph:
[196] kmiou
[58] openuniversity
[49] johndmk
[49] oacore
[34] use
[34] davejavupride
[32] blockchain
[29] kmakersou
[28] paper
[28] very

Top Words in Tweet in G1:
[31] kmiou
[14] project
[13] 00
[11] read
[10] #blockchain
[10] find
[10] johndmk
[10] oacore
[10] more
[10] use

Top Words in Tweet in G2:
[40] kmiou
[39] oacore
[28] kmakersou
[27] davejavupride
[16] #researchers
[16] big
[16] users
[16] thank
[15] monthly
[15] reached

Top Words in Tweet in G3:
[57] kmiou
[39] openuniversity
[37] johndmk
[28] blockchain
[27] based
[27] decentralised
[27] university
[27] john
[27] domingue
[27] tedxopenuniversity

Top Words in Tweet in G4:
[15] paper
[14] fraosborne
[14] kmiou
[10] ai
[10] kg
[9] automatically
[9] generated
[9] knowledge
[9] graph
[9] artificial

Top Words in Tweet in G5:
[17] kmiou
[12] oucomputing
[11] great
[10] iocoding
[10] environment
[9] phd
[8] making
[8] challenge
[7] research
[7] conference

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 G7:
[14] larapicc
[12] kmiou
[12] social
[11] co_inform
[9] approaches
[9] very
[9] dr
[9] blog
[8] #misinformation
[8] children

Top Words in Tweet in G8:
[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 G9:
[5] kmiou
[3] register
[3] openlangnet
[3] #mooc
[3] learn
[3] creation
[3] sharing
[3] use
[3] #multilingual
[3] #interactive

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[42] kmiou,openuniversity
[31] johndmk,kmiou
[28] blockchain,based
[28] based,decentralised
[28] decentralised,university
[28] university,john
[28] john,domingue
[28] domingue,johndmk
[28] openuniversity,tedxopenuniversity
[28] kmakersou,kmiou

Top Word Pairs in Tweet in G1:
[7] 00,cet
[5] 17,00
[5] kmiou,openuniversity
[4] 15,00
[4] #covid,19
[4] privacy,preserving
[4] citizen,science
[4] nation,project
[4] project,launched
[4] great,news

Top Word Pairs in Tweet in G2:
[27] kmakersou,kmiou
[15] oacore,monthly
[15] monthly,users
[15] users,reached
[15] reached,21
[15] 21,million
[15] million,big
[15] big,thank
[15] thank,#researchers
[15] #researchers,#students

Top Word Pairs in Tweet in G3:
[31] kmiou,openuniversity
[28] johndmk,kmiou
[27] blockchain,based
[27] based,decentralised
[27] decentralised,university
[27] university,john
[27] john,domingue
[27] domingue,johndmk
[27] openuniversity,tedxopenuniversity
[17] eraser,blockchain

Top Word Pairs in Tweet in G4:
[10] ai,kg
[9] paper,ai
[9] kg,automatically
[9] automatically,generated
[9] generated,knowledge
[9] knowledge,graph
[9] graph,artificial
[9] artificial,intelligence
[9] intelligence,novel
[9] novel,#knowledgegraph

Top Word Pairs in Tweet in G5:
[11] oucomputing,kmiou
[8] environment,making
[8] making,challenge
[7] still,time
[7] time,join
[7] join,sheffielduni
[7] sheffielduni,iocoding
[7] iocoding,great
[7] great,speakers
[7] speakers,seras'

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 G7:
[8] month,blog
[8] blog,features
[8] features,fascinating
[8] fascinating,interview
[8] interview,evolutionary
[8] evolutionary,cognitive
[8] cognitive,psychologist
[8] psychologist,hugo
[8] hugo,mercier
[7] children,rely

Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G9:
[3] register,openlangnet
[3] openlangnet,#mooc
[3] #mooc,learn
[3] learn,creation
[3] creation,sharing
[3] sharing,use
[3] use,#multilingual
[3] #multilingual,#interactive
[2] kmiou,latest
[2] latest,work

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

Top Replied-To in G1:
@johndmk
@oucomputing
@kmiou

Top Replied-To in G2:
@davejavupride
@oacore
@neaveeng
@recantha
@jarjargeek
@johnchinner
@codeboom
@thearduinoguy
@hedgerhog44

Top Replied-To in G3:
@miriam_fs
@drbartrienties
@ougradsch
@albamoralest
@openuniversity
@sbuckshum
@mhlosta
@kmiou

Top Replied-To in G4:
@fraosborne
@mpstaton
@shruthichari
@rhymesontheroad

Top Replied-To in G5:
@danieljgooch
@kmiou

Top Replied-To in G6:
@vpresutti

Top Replied-To in G7:
@co_inform

Top Replied-To in G8:
@emi1yjackson
@peterhorrocks

Top Mentioned
Top Mentioned in Entire Graph:
@kmiou
@openuniversity
@johndmk
@oacore
@kmakersou
@iocoding
@ou_stem
@eraser
@larapicc
@davejavupride

Top Mentioned in G1:
@kmiou
@johndmk
@oacore
@3clmt
@qualichain
@alexmikro
@cordis_eu
@openuniversity
@agnese_chiatti
@drtrevorcollins

Top Mentioned in G2:
@kmiou
@kmakersou
@oacore
@davejavupride
@kaggle
@leanlibrary
@jisc
@petrknoth
@neaveeng
@gavindya2

Top Mentioned in G3:
@kmiou
@openuniversity
@johndmk
@eraser
@miriam_fs
@ou_stem
@qualichain
@mhlosta
@del4all
@herodotouc

Top Mentioned in G4:
@kmiou
@fraosborne
@skm3ou
@alepantonini
@drsallybd
@ou_fass
@dh_ou
@rhymesontheroad
@openuniversity
@springernature

Top Mentioned in G5:
@kmiou
@oucomputing
@iocoding
@sheffielduni
@adgibbs
@danieljgooch
@arosha
@agnese_chiatti
@mr_howson
@davejavupride

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

Top Mentioned in G7:
@larapicc
@kmiou
@co_inform
@hugor
@ou_police_res
@projecteunomia
@socinfo20
@openuniversity
@miriam_fs
@heros_eu

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

Top Mentioned in G9:
@kmiou
@openlangnet
@alexmikro
@w3c
@qu
@qualichain
@mariaperif
@aneconomides
@aparmaxi
@panagiotiskosm8

Top Mentioned in G10:
@spincardiff
@cardiffbbcentre
@cardiffuni
@openuniversity
@ou_stem
@oucomputing
@kmiou
@bp5
@dramrivr
@riasat_islam

Top Tweeters
Top Tweeters in Entire Graph:
@iam__network
@eraser
@jamesvgingerich
@suenieland
@bt_uk
@nordicgeo
@vladobotsvadze
@itsjillgardner
@max_lyashko
@scas

Top Tweeters in G1:
@nordicgeo
@eu_commission
@euscienceinnov
@amazon
@openledgerdc
@cisconetacad
@sjgknight
@teraknor
@inea_eu
@oufreelearning

Top Tweeters in G2:
@recantha
@jarjargeek
@aarontay
@jisc
@thearduinoguy
@plosbiology
@molloylaurence
@piofthings
@lmcunderwood
@openscitalk

Top Tweeters in G3:
@eraser
@human6777
@cmdatascoop
@openuniversity
@oustudents
@garminuk
@ieeeorg
@magnifintech
@odihq
@neil_bim

Top Tweeters in G4:
@max_lyashko
@cnrs
@angelosalatino
@springernature
@shaf_towheed
@ou_fass
@github
@mpstaton
@pijili
@sharporg

Top Tweeters in G5:
@scas
@zinca
@uniofbath
@sheffielduni
@carmel_brum
@jdr_tech
@pegleggen
@futurelearn
@tyrrellg
@universityleeds

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

Top Tweeters in G7:
@suenieland
@finneyivan1963
@derechoespana
@hugor
@ch_koula
@ihu_scitech
@halani
@hugoreasoning
@ou_police_res
@pinelopi_tr

Top Tweeters in G8:
@bt_uk
@itsjillgardner
@tech_mahindra
@mkcouncil
@cpcatapult
@satappscatapult
@semlep
@diginorthampton
@cityfibre
@peterhorrocks

Top Tweeters in G9:
@w3c
@mevidalserodio
@mariaperif
@twotimesme
@alexmikro
@aparmaxi
@manoharan92
@qu
@openlangnet
@aneconomides

Top Tweeters in G10:
@cardiffuni
@riasat_islam
@bp5
@dramrivr
@kevinnicholas77
@cardiffbbcentre
@spincardiff
@k8button
@reflection42


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