kmiou, Twitter, 12/14/2022 7:56:53 PM, 286292


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kmiou_2022-12-14_09-32-01.xlsx
kmiou_2022-12-14_09-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 14, 2022
Short Description:
kmiou via NodeXL https://bit.ly/3Fsu2pN
@kmiou
@johndmk
@enridaga
@fraosborne
@angelosalatino
@csisc1994
@openuniversity
@ou_stem
@dh_ou
@halani

Top hashtags:
#knowledgegraph
#iswc2022
#sparqlanything
#sparql
#ouresearch
#kmipeople
#oustem
#blockchain
#dl
#kmiproject

Description:
Description
The graph represents a network of 212 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, 14 December 2022 at 17:32 UTC.

The requested start date was Wednesday, 14 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 99-day, 12-hour, 30-minute period from Monday, 05 September 2022 at 09:24 UTC to Tuesday, 13 December 2022 at 21:55 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 : 212
Unique Edges : 362
Edges With Duplicates : 611
Total Edges : 973
Number of Edge Types : 5
Retweet : 183
MentionsInRetweet : 352
Replies to : 56
Mentions : 360
Tweet : 22
Self-Loops : 22
Reciprocated Vertex Pair Ratio : 0.122489959839357
Reciprocated Edge Ratio : 0.21824686940966
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 207
Maximum Edges in a Connected Component : 970
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.771165
Graph Density : 0.0124966466958777
Modularity : 0.316077
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 212 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, 14 December 2022 at 17:32 UTC.

The requested start date was Wednesday, 14 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 99-day, 12-hour, 30-minute period from Monday, 05 September 2022 at 09:24 UTC to Tuesday, 13 December 2022 at 21:55 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:
[9] https://ht.acm.org/introduction-to-the-34th-acm-hypertext-conference-4-8-september-2023-rome-italy/
[9] https://aida.kmi.open.ac.uk/dashboard
[5] https://oro.open.ac.uk/85282/
[5] https://kmi.open.ac.uk/news/19806
[3] https://www.open.edu/openlearn/education-development/race-and-ethnicity-hub/a-focus-on-misogynoir-the-anti-black-forms-misogyny-black-women-experience
[3] https://learn.rapide-project.eu
[3] https://stadium.open.ac.uk/3767
[3] https://oro.open.ac.uk/84363/
[2] https://twitter.com/kmiou/status/1602598776685957122
[2] https://www.telegraph.co.uk/business/2022/11/29/ftse-100-markets-live-news-musk-twitter-apple/

Top URLs in Tweet in G1:
[3] https://oro.open.ac.uk/85282/
[2] https://twitter.com/kmiou/status/1584863597276327937
[1] https://twitter.com/albaMoralesT
[1] https://www.telegraph.co.uk/business/2022/11/29/ftse-100-markets-live-news-musk-twitter-apple/
[1] https://twitter.com/openuniversity/status/1573043880425132032
[1] https://twitter.com/openuniversity/status/1573026286271975426
[1] https://twitter.com/eswc_conf/status/1576982247499931648
[1] https://twitter.com/albaMoralesT/status/1592907206118510593
[1] https://twitter.com/ammienoot/status/1597244547842838529
[1] https://best-universities.net/features/what-grades-can-ai-get-in-college/

Top URLs in Tweet in G2:
[9] https://aida.kmi.open.ac.uk/dashboard
[3] https://oro.open.ac.uk/84363/
[2] https://ht.acm.org/introduction-to-the-34th-acm-hypertext-conference-4-8-september-2023-rome-italy/
[2] https://w3id.org/cskg/
[1] https://www.youtube.com/watch?v=w5LOD43gt3I

[1] https://twitter.com/iswc_conf/status/1584847968561029120
[1] https://linkinghub.elsevier.com/retrieve/pii/S2665963822001282
[1] https://cso.kmi.open.ac.uk/classify
[1] https://iswc2022.semanticweb.org/index.php/broadcasting-events/
[1] https://www.frontiersin.org/research-topics/34449/linked-open-bibliographic-data-for-real-time-research-assessment

Top URLs in Tweet in G3:
[4] https://kmi.open.ac.uk/news/19806
[3] https://learn.rapide-project.eu
[3] https://stadium.open.ac.uk/3767
[2] https://theconversation.com/purpose-and-gratitude-boost-academic-engagement-186623
[2] https://theconversation.com/the-anti-conference-a-collaborative-way-to-create-innovative-teaching-methods-190504
[2] https://theconversation.com/we-took-away-due-dates-for-university-assignments-heres-what-we-found-193024
[2] https://theconversation.com/in-2020-universities-shifted-to-online-learning-three-lessons-from-students-experiences-193175
[2] https://theconversation.com/3-ways-cryptocurrency-is-changing-the-way-colleges-do-business-with-students-and-donors-194687
[2] https://learn.rapide-project.eu/
[2] https://www.open.edu/openlearn/education-development/race-and-ethnicity-hub/a-focus-on-misogynoir-the-anti-black-forms-misogyny-black-women-experience

Top URLs in Tweet in G4:
[1] https://ounews.co/around-ou/her-majesty-the-queen-1926-2022/
[1] http://www.citizensmk.org.uk/2022/12/09/discerning-assembly-3-12-22/
[1] https://www.sciencedirect.com/science/article/pii/S2666920X22000637

Top URLs in Tweet in G5:
[6] https://ht.acm.org/introduction-to-the-34th-acm-hypertext-conference-4-8-september-2023-rome-italy/
[1] https://www.sas.ac.uk/margins22
[1] https://twitter.com/dhishef/status/1568233270336176128
[1] https://www.open.edu/openlearn/education-development/race-and-ethnicity-hub/a-focus-on-misogynoir-the-anti-black-forms-misogyny-black-women-experience
[1] https://kmi.open.ac.uk/news/19806

Top URLs in Tweet in G6:
[1] https://twitter.com/OpenUniResearch/status/1578382968485302274
[1] https://twitter.com/OpenUniversity/status/1573043880425132032

Top URLs in Tweet in G7:
[1] https://github.com/SPARQL-Anything/sparql.anything
[1] https://oro.open.ac.uk/85282/

Top URLs in Tweet in G8:
[2] https://twitter.com/kmiou/status/1602598776685957122
[1] https://kmi.open.ac.uk/news/article/19816
[1] https://oro.open.ac.uk/85282/

Top URLs in Tweet in G9:
[1] https://youtube.com/watch?app=KMIOU&v=ym5o-jSMeZMRGFH

Top URLs in Tweet in G10:
[1] https://linkinghub.elsevier.com/retrieve/pii/S0306457321002144
[1] https://dl.acm.org/doi/10.1145/3411763.3451815?cookieSet=1

Top Domains
Top Domains in Tweet in Entire Graph:
[39] ac.uk
[27] twitter.com
[10] acm.org
[10] theconversation.com
[5] rapide-project.eu
[3] co.uk
[3] open.edu
[3] youtube.com
[2] elsevier.com
[2] w3id.org

Top Domains in Tweet in G1:
[9] twitter.com
[8] ac.uk
[1] co.uk
[1] best-universities.net
[1] slideshare.net

Top Domains in Tweet in G2:
[13] ac.uk
[2] acm.org
[2] w3id.org
[1] youtube.com
[1] twitter.com
[1] elsevier.com
[1] semanticweb.org
[1] frontiersin.org

Top Domains in Tweet in G3:
[13] ac.uk
[12] twitter.com
[10] theconversation.com
[5] rapide-project.eu
[2] co.uk
[2] open.edu
[1] acm.org
[1] europa.eu
[1] youtube.com
[1] eventbrite.fi

Top Domains in Tweet in G4:
[1] ounews.co
[1] org.uk
[1] sciencedirect.com

Top Domains in Tweet in G5:
[6] acm.org
[2] ac.uk
[1] twitter.com
[1] open.edu

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

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

Top Domains in Tweet in G8:
[2] ac.uk
[2] twitter.com

Top Domains in Tweet in G9:
[1] youtube.com

Top Domains in Tweet in G10:
[1] elsevier.com
[1] acm.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] knowledgegraph
[12] iswc2022
[11] sparqlanything
[11] sparql
[10] ouresearch
[7] kmipeople
[7] oustem
[6] blockchain
[5] dl
[5] kmiproject



Top Hashtags in Tweet in G1:
[4] iswc2022
[3] dl
[2] ouresearch
[2] oustem
[2] knowledgegraph
[2] openaccess
[2] kmipeople
[1] sparqlanything
[1] sparql
[1] misinformation

Top Hashtags in Tweet in G2:
[16] knowledgegraph
[6] iswc2022
[2] computerscience
[1] ai
[1] knowledgegraphs
[1] iswc_conf
[1] live
[1] mesh2wikidata

Top Hashtags in Tweet in G3:
[6] blockchain
[5] kmipeople
[5] kmiproject
[5] keynote
[5] web3
[5] education
[4] citizenscience
[3] kmiseminar
[3] verifiablecredentials
[3] kmistadium3767

Top Hashtags in Tweet in G4:
[5] machinelearning
[5] errors
[5] student
[5] performance
[2] ouresearch
[1] oufamily
[1] onlinelearning

Top Hashtags in Tweet in G5:
[2] blackhistorymonth
[1] phd
[1] ougradsch22

Top Hashtags in Tweet in G6:
[6] ouresearch
[5] oustem
[1] blackhistorymonth

Top Hashtags in Tweet in G7:
[10] sparqlanything
[10] sparql
[1] kmiseminar
[1] kmipodium
[1] dl

Top Hashtags in Tweet in G8:
[1] phdone
[1] vr
[1] ai
[1] healthcare
[1] monitoring
[1] telepresence
[1] dl
[1] tategallery

Top Hashtags in Tweet in G10:
[2] dagstuhl22361

Top Words
Top Words in Tweet in Entire Graph:
[186] kmiou
[46] fraosborne
[43] congratulations
[42] openuniversity
[41] iswc_conf
[40] kmi
[37] ou_stem
[36] research
[35] award
[34] open

Top Words in Tweet in G1:
[62] kmiou
[20] congratulations
[16] ou_stem
[16] albamoralest
[15] enridaga
[12] johndmk
[11] petrknoth
[10] paper
[10] today
[10] halani

Top Words in Tweet in G2:
[42] fraosborne
[39] iswc_conf
[30] kmiou
[25] papers
[19] paper
[17] tasks
[17] angelosalatino
[17] methods
[16] #knowledgegraph
[16] scientific

Top Words in Tweet in G3:
[43] kmiou
[21] alexmikro
[19] kmi
[14] open
[11] congratulations
[11] project
[11] news
[10] live
[9] ac
[9] uk

Top Words in Tweet in G4:
[15] kmiou
[14] openuniversity
[11] research
[11] award
[9] edi
[8] read
[7] sustainability
[6] artificial
[6] intelligence
[6] citizen

Top Words in Tweet in G5:
[13] hypertext
[12] 2023
[10] kmiou
[9] dh_ou
[7] open
[7] registration
[7] humanities
[7] margins
[7] conference
[7] electronic

Top Words in Tweet in G6:
[14] kmiou
[10] ou_stem
[6] #ouresearch
[5] research
[5] openuniversity
[5] #oustem
[4] against
[4] doing
[3] win
[3] ou_lhcs

Top Words in Tweet in G7:
[11] enridaga
[10] stars
[10] thejustman
[10] 100
[10] github
[10] reason
[10] #sparqlanything
[10] #sparql
[10] better
[10] touched

Top Words in Tweet in G8:
[9] kmiou
[7] agnese_chiatti
[6] congratulations
[4] open
[3] required
[3] anna_de_liddo
[3] achievement
[3] data
[3] centre
[3] exceptional

Top Words in Tweet in G10:
[5] online
[4] making
[4] media
[4] argument
[4] sense
[4] deliberation
[4] improve
[4] mining
[4] promoting
[4] technologies

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] #knowledgegraph,tasks
[20] open,ac
[20] tasks,methods
[20] ac,uk
[20] kmi,open
[19] kmiou,congratulations
[18] kmiou,ou_stem
[17] aida,dashboard
[15] phd,success
[15] uk,news

Top Word Pairs in Tweet in G1:
[10] johndmk,kmiou
[9] kmiou,congratulations
[9] kmiou,ou_stem
[9] enridaga,johndmk
[8] albamoralest,enridaga
[6] hrsaif,yulanhe
[6] petrknoth,davejavupride
[6] open,ac
[6] congratulations,dr
[6] ac,uk

Top Word Pairs in Tweet in G2:
[16] tasks,methods
[16] #knowledgegraph,tasks
[13] aida,dashboard
[12] fraosborne,diegoref
[12] diegoref,kmiou
[11] iswc_conf,kmiou
[11] journals,conferences
[10] methods,materials
[10] cs,kg
[9] knowledge,papers

Top Word Pairs in Tweet in G3:
[9] ac,uk
[9] kmi,open
[9] open,ac
[8] uk,news
[8] kmiou,alexmikro
[7] phd,success
[6] live,session
[6] congratulations,dr
[6] session,projectrapide
[5] future,#education

Top Word Pairs in Tweet in G4:
[6] intelligence,research
[6] sustainability,award
[6] award,goes
[6] goes,citizen
[6] citizen,science
[6] science,artificial
[6] artificial,intelligence
[6] research,group
[6] group,kmiou
[6] environmental,sustainability

Top Word Pairs in Tweet in G5:
[7] two,day
[7] day,conference
[7] digital,humanities
[7] literature,digital
[7] humanities,two
[7] registration,open
[7] open,margins
[7] electronic,literature
[7] margins,hypertext
[7] hypertext,electronic

Top Word Pairs in Tweet in G6:
[5] kmiou,ou_stem
[3] proud,tonight
[3] read,first
[3] first,review
[3] stem,faculty
[3] faculty,doing
[3] another,amazing
[3] amazing,win
[3] ou_lhcs,oumathsstats
[3] win,kmiou

Top Word Pairs in Tweet in G7:
[10] enridaga,thejustman
[10] reason,celebrate
[10] better,reason
[10] stars,github
[10] #sparqlanything,touched
[10] #sparql,enridaga
[10] celebrate,#sparql
[10] github,better
[10] 100,stars
[10] touched,100

Top Word Pairs in Tweet in G8:
[3] agnese_chiatti,phd
[3] ac,uk
[3] corrections,required
[3] phd,success
[3] kmi,open
[3] achievement,kmi
[3] congratulations,agnese_chiatti
[3] success,corrections
[3] kmiou,congratulations
[3] required,truly

Top Word Pairs in Tweet in G10:
[4] mining,technologies
[4] social,media
[4] technologies,improve
[4] rudimentary,promoting
[4] sense,making
[4] deliberation,argument
[4] promoting,online
[4] improve,sense
[4] media,rudimentary
[4] online,deliberation

Top Replied-To
Top Replied-To in Entire Graph:
@kmiou
@albamoralest
@johndmk
@fraosborne
@mjarrar
@angelosalatino
@ouanalyse
@iamkrizick
@halani
@tanayaggarwal_

Top Replied-To in G1:
@albamoralest
@kmiou
@iamkrizick
@rtroncy
@iaugenstein
@sharplm
@robmctaggart
@davejavupride
@johndmk
@a_a_nair

Top Replied-To in G2:
@fraosborne
@mjarrar
@angelosalatino
@arjsabet
@vergoulis
@tanayaggarwal_
@iswc_conf

Top Replied-To in G3:
@kmiou
@ou_stem
@halani
@venetiaw10

Top Replied-To in G4:
@ouanalyse
@johndmk

Top Replied-To in G5:
@arosha
@kmiou

Top Replied-To in G6:
@johndmk
@kmiou

Top Replied-To in G8:
@kmiou
@openuniversity

Top Replied-To in G9:
@shardib2

Top Mentioned
Top Mentioned in Entire Graph:
@kmiou
@openuniversity
@fraosborne
@ou_stem
@iswc_conf
@enridaga
@angelosalatino
@halani
@alexmikro
@agnese_chiatti

Top Mentioned in G1:
@kmiou
@ou_stem
@enridaga
@johndmk
@petrknoth
@halani
@oacore
@albamoralest
@hrsaif
@agnese_chiatti

Top Mentioned in G2:
@fraosborne
@iswc_conf
@kmiou
@angelosalatino
@diegoref
@openuniversity
@halani
@wikidata
@acmht
@skm3ou

Top Mentioned in G3:
@kmiou
@alexmikro
@ou_stem
@halani
@openuniversity
@projectrapide
@qualichain
@token_eu
@iswc_conf
@fraosborne

Top Mentioned in G4:
@openuniversity
@kmiou
@ouanalyse
@herodotouc
@citizensthames
@women_ou
@t_m_farrell
@oustudents
@janewhild
@anna_de_liddo

Top Mentioned in G5:
@dh_ou
@kmiou
@angelosalatino
@acmht
@ou_fass
@ougradsch
@dawn_kanter
@dh_researchhub
@oucomputing
@rhymesontheroad

Top Mentioned in G6:
@kmiou
@ou_stem
@openuniversity
@ou_lhcs
@oumathsstats
@anna_de_liddo
@ougradsch
@miriam_fs
@roozenbot

Top Mentioned in G7:
@enridaga
@thejustman
@lguspree
@aldo
@aldogangemi
@paulmulholland3
@spiceh2020
@polifoniah2020
@kmiou
@stlab_cnr

Top Mentioned in G8:
@kmiou
@agnese_chiatti
@isdsou
@enridaga
@anna_de_liddo
@palrobotics
@enricomotta
@alan_winfield
@openuniversity
@albamoralest

Top Mentioned in G9:
@satoshiflipper
@smartcontracter

Top Mentioned in G10:
@elaragon
@kmiou
@halani
@anna_de_liddo

Top Tweeters
Top Tweeters in Entire Graph:
@theweb3bot
@steltenpower
@finneyivan1963
@codeforpdx
@arthursmid
@digtalhumanatee
@real_person_dh
@openuniversity
@satoshiflipper
@zjayres

Top Tweeters in G1:
@cientificasec
@librarymistress
@odihq
@an
@leninbit
@davejavupride
@paulinedata
@rtroncy
@kclinformatics
@lysander07

Top Tweeters in G2:
@steltenpower
@springernature
@pietercolpaert
@angelosalatino
@shawnmjones
@vofitserov
@wikidata
@csisc1994
@barbaralancho
@mart1nkle1n

Top Tweeters in G3:
@theweb3bot
@phdforum
@jisc
@5_pepper_
@ipsosuk
@cordis_eu
@drjonesl
@anniecoxy
@mayors4climate
@iamkrizick

Top Tweeters in G4:
@openuniversity
@willsheehan68
@oustudents
@annacpage
@ammienoot
@reidterik3
@oucymru
@janewhild
@daveofanewcity
@drbartrienties

Top Tweeters in G5:
@digtalhumanatee
@real_person_dh
@zjayres
@true_mxp
@ougradsch
@oucomputing
@ou_fass
@maraolivaphd
@rhymesontheroad
@lindsay_odell

Top Tweeters in G6:
@finneyivan1963
@tyrrellg
@oubucu
@dilrukshi_lk
@ou_williams
@ou_stem
@ou_eee
@ou_sps
@evechepko35
@oumathsstats

Top Tweeters in G7:
@km
@theodorapetkova
@chutjetweet
@learningsparql
@bleepbeepbzzz
@stlab_cnr
@lguspree
@cristianvasquez
@thejustman
@spiceh2020

Top Tweeters in G8:
@carmel_brum
@alan_winfield
@palrobotics
@thirda
@ch_koula
@akshikaw
@profpywell
@agnese_chiatti
@extend_robotics
@isdsou

Top Tweeters in G9:
@satoshiflipper
@shardib2
@smartcontracter
@alexxiscanob74

Top Tweeters in G10:
@codeforpdx
@arthursmid
@openp2pdesign
@elaragon


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