kmiou, Twitter, 5/22/2020 1:54:18 AM, 227042


FAQ | Problem?

kmiou_2020-05-20_09-28-57.xlsx
kmiou_2020-05-20_09-28-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 22, 2020
Short Description:
kmiou via NodeXL https://bit.ly/2WTA9OW
@kmiou
@miriam_fs
@openuniversity
@giotita
@eureadit
@itsjillgardner
@hamilton_papers
@halani
@johndmk
@oucomputing

Top hashtags:
#blockchain
#kmi_seminar
#covid
#covid19
#phd
#kmiprojects
#education
#readit
#edtech

Description:
Description
The graph represents a network of 262 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, 20 May 2020 at 16:29 UTC.

The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 79-day, 6-hour, 44-minute period from Sunday, 01 March 2020 at 14:13 UTC to Tuesday, 19 May 2020 at 20:57 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 : 262
Unique Edges : 434
Edges With Duplicates : 894
Total Edges : 1328
Number of Edge Types : 5
Mentions : 468
MentionsInRetweet : 560
Retweet : 226
Tweet : 31
Replies to : 43
Self-Loops : 32
Reciprocated Vertex Pair Ratio : 0.119547657512116
Reciprocated Edge Ratio : 0.213564213564214
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 258
Maximum Edges in a Connected Component : 1324
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.653908
Graph Density : 0.0101342458541721
Modularity : 0.297252
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 262 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, 20 May 2020 at 16:29 UTC.

The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 79-day, 6-hour, 44-minute period from Sunday, 01 March 2020 at 14:13 UTC to Tuesday, 19 May 2020 at 20:57 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:
[10] https://blockchain.open.ac.uk/#covid-19
[7] https://analyse.kmi.open.ac.uk/
[6] https://twitter.com/kmiou/status/1250333214184357890
[6] http://kmi.open.ac.uk
[6] https://medium.com/@eraser/a-blockchain-based-decentralised-university-ed87cb274829?source=friends_link&sk=7c621b0751fe0ca4ee2c05dab0979c51
[5] https://twitter.com/OpenUniversity/status/1253681686300233728
[5] https://text2story20.inesctec.pt
[5] https://www.facebook.com/kmistadium/
[4] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=e38dcdaecfbd3ce98889745c
[3] https://ounews.co/science-mct/computing-communications/ou-develops-worlds-first-covid-19-digital-immunity-passport/

Top URLs in Tweet in G1:
[6] https://analyse.kmi.open.ac.uk/
[5] https://www.facebook.com/kmistadium/
[4] https://text2story20.inesctec.pt
[2] http://swsa.semanticweb.org/content/swsa-distinguished-dissertation-award
[2] https://twitter.com/kmiou/status/1242375761639718912
[1] https://www.slideshare.net/miriamfs/on-the-application-of-social-data-science-to-address-societal-challenges
[1] http://oro.open.ac.uk/69799/1/Fernandez_Alani_final_pdf.pdf
[1] http://oro.open.ac.uk/70529/
[1] http://www.open.ac.uk/about/employment/vacancies/data-engineer-kmi-17237
[1] https://developer.twitter.com/en/docs/labs/covid19-stream/overview

Top URLs in Tweet in G2:
[6] http://kmi.open.ac.uk
[3] http://kmi.open.ac.uk/news/19625
[3] https://stadium.open.ac.uk/stadia/preview.php?s=29&whichevent=3499&option=both&record=0
[2] https://blockchain.open.ac.uk/#covid-19
[2] http://kmi.open.ac.uk/news/article/19074
[1] http://kmi.open.ac.uk/news/19642
[1] https://coinform.us18.list-manage.com/subscribe?u=9816b801c56a58f822a974fee&id=9eec9f2607
[1] https://www.miltonkeynes.co.uk/news/politics/council/seven-5g-masts-proposed-milton-keynes-sets-become-testbed-new-technology-2539378
[1] http://kmi.open.ac.uk/news/article/19628
[1] http://kmi.open.ac.uk/jobs/#17237

Top URLs in Tweet in G3:
[6] https://medium.com/@eraser/a-blockchain-based-decentralised-university-ed87cb274829?source=friends_link&sk=7c621b0751fe0ca4ee2c05dab0979c51
[2] https://ounews.co/science-mct/computing-communications/ou-develops-worlds-first-covid-19-digital-immunity-passport/
[1] http://www.openuniversity.edu/courses/type/all
[1] http://ow.ly/TsZ650z8KhT
[1] https://decrypt.co/24785/coronavirus-is-driving-education-onto-blockchain
[1] https://twitter.com/kmiou/status/1262654497727406080
[1] https://twitter.com/ComActMK/status/1245964462764494848
[1] http://www.open.ac.uk/about/employment/vacancies/phd-studentships-computer-science-and-informatics-phdc-s-i
[1] http://www.open.ac.uk/research/news/ou-ranked-fifth-research-student-satisfaction
[1] https://twitter.com/kmiou/status/1237664787393318913

Top URLs in Tweet in G4:
[8] https://blockchain.open.ac.uk/#covid-19
[5] https://twitter.com/kmiou/status/1250333214184357890
[4] https://twitter.com/OpenUniversity/status/1253681686300233728
[4] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=e38dcdaecfbd3ce98889745c
[2] https://twitter.com/kmiou/status/1254009476216229888
[1] https://twitter.com/TechUpWomen/status/1261229584932122626
[1] https://www.verdict.co.uk/tech-nation-uk-tech/
[1] https://ounews.co/science-mct/computing-communications/ou-digital-experts-showcase-blockchain-technology-at-ioc-conference/
[1] https://twitter.com/TimJBlackman/status/1255093031189065730
[1] https://twitter.com/johndmk/status/1251176584360443905

Top URLs in Tweet in G5:
[1] https://bit.ly/33VNKaB
[1] https://twitter.com/PZilgalvis/status/1260833540926734338

Top URLs in Tweet in G6:
[1] https://twitter.com/IES_London/status/1220396290443567104

Top URLs in Tweet in G7:
[1] http://cso.kmi.open.ac.uk/home
[1] https://twitter.com/dtscnc/status/1093166731080683521

Top URLs in Tweet in G9:
[1] https://www.theguardian.com/education/2020/may/12/womens-research-plummets-during-lockdown-but-articles-from-men-increase
[1] https://twitter.com/alexmikro/status/1232304407297110016
[1] https://teams.microsoft.com/dl/launcher/launcher.html?url=%2f_%23%2fl%2fmeetup-join%2f19:27b491fe6b8d47748bda6ba3ca57027d%40thread.skype%2f1587805412103%3fcontext%3d%257b%2522Tid%2522%253a%25220e2ed455-96af-4100-bed3-a8e5fd981685%2522%252c%2522Oid%2522%253a%25227534b7c7-3e9f-4437-ba3a-d951ade88885%2522%257d&type=meetup-join&deeplinkId=c75251df-591a-41ed-b3b8-ee4406b24a9c&directDl=true&msLaunch=true&enableMobilePage=true
[1] https://twitter.com/alexmikro/status/1255129994621157379
[1] http://open.ac.uk/about/teaching-and-learning/esteem/events/the-9th-esteem-annual-conference-informing-student-success-%E2%80%93-scholarship-practice
[1] https://qualichain-project.eu/qualichain-at-the-9th-esteem-conference/
[1] https://twitter.com/WarwickLanguage/status/1245737920901910529
[1] https://openlang-network.kmi.open.ac.uk/mod/page/view.php?id=123

Top URLs in Tweet in G10:
[1] https://www.carre-project.eu//

Top Domains
Top Domains in Tweet in Entire Graph:
[57] ac.uk
[51] twitter.com
[7] ounews.co
[6] facebook.com
[6] medium.com
[5] co.uk
[5] inesctec.pt
[4] youtube.com
[4] sumall.com
[3] decrypt.co

Top Domains in Tweet in G1:
[9] ac.uk
[7] twitter.com
[6] facebook.com
[4] inesctec.pt
[2] slideshare.net
[2] semanticweb.org
[1] aminer.cn
[1] ow.ly
[1] ceur-ws.org

Top Domains in Tweet in G2:
[32] ac.uk
[8] twitter.com
[3] co.uk
[3] ounews.co
[2] youtube.com
[1] list-manage.com
[1] microsoft.com
[1] aminer.cn
[1] inesctec.pt
[1] del4all.eu

Top Domains in Tweet in G3:
[11] twitter.com
[6] medium.com
[3] ounews.co
[3] ac.uk
[1] openuniversity.edu
[1] ow.ly
[1] decrypt.co
[1] youtube.com

Top Domains in Tweet in G4:
[19] twitter.com
[10] ac.uk
[4] sumall.com
[2] co.uk
[1] ounews.co
[1] decrypt.co
[1] youtube.com

Top Domains in Tweet in G5:
[1] bit.ly
[1] twitter.com

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

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

Top Domains in Tweet in G9:
[3] twitter.com
[2] ac.uk
[1] theguardian.com
[1] microsoft.com
[1] qualichain-project.eu

Top Domains in Tweet in G10:
[1] carre-project.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[42] blockchain
[16] kmi_seminar
[16] covid
[11] covid19
[11] phd
[10] kmiprojects
[10] education
[10] readit
[9] edtech
[9] qualifications



Top Hashtags in Tweet in G1:
[4] covid19
[4] misinformation
[3] lockdown
[3] stayathome
[3] ai
[3] kr4robotics
[3] computervision
[2] semanticweb
[2] iswc2020
[2] thinkcheckshare

Top Hashtags in Tweet in G2:
[14] kmi_seminar
[9] blockchain
[8] kmiprojects
[7] kmievents
[6] piwars
[5] covid19
[4] eufunded
[4] openaccess
[3] openscience
[3] kmi

Top Hashtags in Tweet in G3:
[12] blockchain
[8] edtech
[7] phd
[7] phdchat
[7] opportunities
[7] computing
[6] covid
[6] iwd2020
[6] university
[6] blockchained

Top Hashtags in Tweet in G4:
[13] blockchain
[7] covid
[4] blockchains
[4] isc2020
[2] qualifications
[2] education
[2] ai
[1] womeninstem
[1] coronavirus
[1] decentralization

Top Hashtags in Tweet in G5:
[1] eu
[1] covid19

Top Hashtags in Tweet in G6:
[9] readit
[7] covid_19

Top Hashtags in Tweet in G7:
[4] aied
[4] ait
[1] highereducation
[1] ai

Top Hashtags in Tweet in G8:
[1] kmi_seminar

Top Hashtags in Tweet in G9:
[7] blockchain
[4] qualifications
[3] decentralization
[2] lifelonglearning
[2] elml2020
[2] esteemconf20
[1] womeninscience
[1] fact
[1] fiction
[1] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[32] kmiou
[31] miriam_fs
[19] halani
[18] tahatobaili
[17] project
[13] use
[11] paper
[10] congratulations
[9] fantastic
[8] challenges

Top Words in Tweet in G2:
[61] kmiou
[23] 19
[20] johndmk
[20] covid
[15] kmi
[15] more
[15] 2020
[14] #kmi_seminar
[14] oucomputing
[13] openuniversity

Top Words in Tweet in G3:
[65] kmiou
[42] oucomputing
[40] openuniversity
[27] ou_stem
[21] johndmk
[17] 19
[17] john
[17] domingue
[17] university
[17] blockchain

Top Words in Tweet in G4:
[51] kmiou
[33] johndmk
[24] iocoding
[20] qualichain
[19] del4all
[17] 19
[13] work
[13] #blockchain
[13] ou_stem
[10] covid

Top Words in Tweet in G5:
[5] consensys
[5] mip_polimi
[5] ucl
[5] unisouthampton
[5] hive_bs
[5] kmiou
[4] maggie_mulligan
[3] hslu
[3] eublockchain
[3] intrasoft_int

Top Words in Tweet in G6:
[10] ies_london
[9] #readit
[9] workshop
[9] friday
[9] 20th
[9] march
[9] eureadit
[8] postponed
[8] sorry
[7] due

Top Words in Tweet in G7:
[7] kmiou
[4] #aied
[4] discussing
[4] fraosborne
[4] #ait
[3] use
[3] define
[3] clear
[3] taxonomies
[3] scholarly

Top Words in Tweet in G8:
[2] kmiou

Top Words in Tweet in G9:
[7] #blockchain
[5] kmiou
[5] qualichain
[4] #qualifications
[3] indeed
[3] #decentralization
[3] workshop
[3] alexmikro
[2] massive
[2] burden

Top Words in Tweet in G10:
[4] risk
[3] bengoldacre
[3] carreproject
[3] elenikaldoudi
[3] kmiou
[2] thirda
[2] ksbhui
[2] means
[2] syndemic
[2] effects

Top Word Pairs
Top Word Pairs in Tweet in G2:
[13] covid,19
[11] 19,immunity
[11] marc,eisenstadt
[8] kmiou,ou_stem
[7] time,11
[7] thank,#piwars
[7] #piwars,2020
[7] 2020,sponsor
[7] sponsor,kmiou
[7] kmiou,check

Top Word Pairs in Tweet in G3:
[19] kmiou,openuniversity
[6] johndmk,kmiou
[6] john,domingue
[6] oucomputing,kmiou
[6] blockchain,based
[6] based,decentralised
[6] decentralised,university
[6] university,john
[6] domingue,johndmk
[6] openuniversity,tedxopenuniversity

Top Word Pairs in Tweet in G4:
[22] del4all,qualichain
[19] kmiou,iocoding
[17] kmiou,ou_stem
[16] covid,19
[16] 19,antibody
[16] #covid,19
[16] growing,interest
[16] interest,work
[16] work,kmiou
[16] iocoding,odihq

Top Word Pairs in Tweet in G5:
[14] consensys,mip_polimi
[13] mip_polimi,ucl
[11] ucl,unisouthampton
[10] unisouthampton,hive_bs
[8] hive_bs,kmiou
[7] kmiou,hslu
[7] intrasoft_int,certhellas
[7] certhellas,uni_of_nicosia
[7] rollercoaster,ride
[7] ride,over

Top Word Pairs in Tweet in G6:
[5] #readit,workshop
[5] workshop,friday
[5] friday,20th
[5] 20th,march
[5] postponed,due
[3] due,#covid_19
[3] #covid_19,sorry
[3] sorry,inform
[3] inform,#readit
[3] march,ies_london

Top Word Pairs in Tweet in G7:
[9] discussing,fraosborne
[9] fraosborne,kmiou
[9] kmiou,use
[9] use,#aied
[7] #aied,#ait
[7] #ait,define
[7] define,clear
[7] clear,taxonomies
[7] taxonomies,scholarly
[7] scholarly,knowledge

Top Word Pairs in Tweet in G8:

Top Word Pairs in Tweet in G9:
[] indeed,massive
[] massive,burden
[] burden,both
[] both,parents
[] parents,case
[] case,'norm'
[] 'norm',unfortunately
[] unfortunately,academia
[] #qualifications,#blockchain
[] #blockchain,#qualifications

Top Word Pairs in Tweet in G10:
[2] carreproject,elenikaldoudi
[2] elenikaldoudi,kmiou
[2] thirda,bengoldacre
[2] bengoldacre,carreproject
[2] kmiou,ksbhui
[2] ksbhui,means
[2] means,syndemic
[2] syndemic,effects
[2] effects,risk
[2] risk,factors

Top Replied-To
Top Replied-To in Entire Graph:
@tahatobaili
@davejavupride
@maggie_mulligan
@openuniversity
@kmiou
@eureadit
@oacore
@johndmk
@timjblackman
@etc2500

Top Replied-To in G1:
@tahatobaili
@kmiou

Top Replied-To in G2:
@davejavupride
@oacore
@johndmk
@etc2500
@hockeyshooter
@itschrissanders
@carlmalamud
@therehn
@kaysoclearn

Top Replied-To in G3:
@openuniversity
@nickmbuzwana
@spencando
@eraser

Top Replied-To in G4:
@timjblackman
@ou

Top Replied-To in G5:
@maggie_mulligan

Top Replied-To in G6:
@eureadit
@hamilton_papers

Top Replied-To in G7:
@kmiou

Top Replied-To in G10:
@thirda
@bengoldacre

Top Mentioned
Top Mentioned in Entire Graph:
@kmiou
@johndmk
@openuniversity
@ou_stem
@miriam_fs
@iocoding
@oucomputing
@qualichain
@halani
@del4all

Top Mentioned in G1:
@kmiou
@miriam_fs
@halani
@ou_stem
@tahatobaili
@co_inform
@martinomensio
@openuniversity
@scifintan
@comradesproject

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

Top Mentioned in G3:
@kmiou
@openuniversity
@oucomputing
@ou_stem
@johndmk
@eraser
@iocoding
@oumathsstats
@ou_esteem
@miriam_fs

Top Mentioned in G4:
@kmiou
@johndmk
@iocoding
@qualichain
@del4all
@ou_stem
@openuniversity
@odihq
@alexgrech

Top Mentioned in G5:
@consensys
@mip_polimi
@ucl
@unisouthampton
@hive_bs
@kmiou
@hslu
@eublockchain
@intrasoft_int
@certhellas

Top Mentioned in G6:
@ies_london
@eureadit
@in2_tweet
@drsallybd
@dmndkng
@ouvry_vial
@ou_fass
@dh_ou
@kmiou
@sharporg

Top Mentioned in G7:
@kmiou
@fraosborne
@drbartrienties
@mhlosta
@tahatobaili
@miriam_fs
@halani
@openuniversity
@wayneholmes
@andremanno

Top Mentioned in G8:
@kmiou
@anna_de_liddo
@co_inform
@notequaltech
@uerel
@rebeccagalley
@julietteculver
@theopapaioannou
@mweller

Top Mentioned in G9:
@kmiou
@qualichain
@alexmikro
@co_inform
@larapicc
@ou_esteem
@oerconf
@a_l_t
@openlangnet

Top Mentioned in G10:
@carreproject
@elenikaldoudi
@kmiou
@bengoldacre
@ksbhui
@davecurtis314
@thirda

Top Tweeters
Top Tweeters in Entire Graph:
@daily_express
@eraser
@benishii_
@scieducation1
@nogbad
@itsjillgardner
@bengoldacre
@markj_ohnson
@stressed_local
@carlmalamud

Top Tweeters in G1:
@oustudents
@angelosalatino
@simondedeo
@stiruni
@op
@babylegaleagle
@theodorapetkova
@elaragon
@ocorcho
@informaticaupm

Top Tweeters in G2:
@daily_express
@stressed_local
@carlmalamud
@recantha
@kaysoclearn
@bbc
@cottinstef
@rmounce
@jisc
@cisconetacad

Top Tweeters in G3:
@eraser
@scieducation1
@nogbad
@markj_ohnson
@cmdatascoop
@verenanz
@bbc3cr
@openuniversity
@samthewestie
@welshhealthlib

Top Tweeters in G4:
@billatnapier
@morungos
@lambo
@technation
@verdictuk
@johnmdarcy
@darcyjackie
@futurelearn
@odihq
@miltonkeynes_mk

Top Tweeters in G5:
@dsmeu
@unisouthampton
@mip_polimi
@hsl
@eubic
@consensys
@intrasoft_int
@uni_of_nicosia
@ucl
@hslu

Top Tweeters in G6:
@ies_london
@ou_fass
@dmndkng
@crulph
@sharporg
@rhymesontheroad
@drsallybd
@dh_ou
@eureadit
@in2_tweet

Top Tweeters in G7:
@wayneholmes
@anlecturer
@drbartrienties
@jushang1
@fraosborne
@andremanno
@dtscnc
@dtscn
@enricomotta

Top Tweeters in G8:
@mweller
@theopapaioannou
@giotita
@rebeccagalley
@julietteculver
@anna_de_liddo
@notequaltech
@uerel
@caniko

Top Tweeters in G9:
@a_l_t
@oerconf
@mevidalserodio
@alexmikro
@larapicc
@openlangnet

Top Tweeters in G10:
@bengoldacre
@davecurtis314
@thirda
@ksbhui
@carreproject
@elenikaldoudi