kmiou, Twitter, 11/9/2019 3:52:30 AM, 215827


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kmiou_2019-11-08_19-34-41.xlsx
kmiou_2019-11-08_19-34-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 09, 2019
Short Description:
kmiou via NodeXL http://bit.ly/2NQvU0S
@kmiou
@openuniversity
@sciroc_eu
@davejavupride
@johndmk
@ou_stem
@oacore
@oucomputing
@sabrinakirrane
@erlrobotleague

Top hashtags:
#sciroc2019
#blockchain
#ouresearch
#education
#2019scirocchallenge
#kmifest
#pcf9

Description:
Description
The graph represents a network of 423 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 Saturday, 09 November 2019 at 03:34 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 96-day, 11-hour, 49-minute period from Thursday, 01 August 2019 at 09:39 UTC to Tuesday, 05 November 2019 at 21:29 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 : 423
Unique Edges : 1149
Edges With Duplicates : 1168
Total Edges : 2317
Number of Edge Types : 3
Mentions : 2216
Replies to : 69
Tweet : 32
Self-Loops : 32
Reciprocated Vertex Pair Ratio : 0.094186902133922
Reciprocated Edge Ratio : 0.172158708809684
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 420
Maximum Edges in a Connected Component : 2312
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.749087
Graph Density : 0.0083302522044077
Modularity : 0.346401
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 423 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 Saturday, 09 November 2019 at 03:34 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 96-day, 11-hour, 49-minute period from Thursday, 01 August 2019 at 09:39 UTC to Tuesday, 05 November 2019 at 21:29 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://www.slideshare.net/johndomingue/how-blockchains-are-transforming-adult-education
[12] https://www.slideshare.net/MartinoMensio/news-source-credibility-in-the-eyes-of-different-assessors
[6] https://www.eu-robotics.net/eurobotics/newsroom/press/sciroc-challenge-announces-winners.html?changelang=1
[5] https://twitter.com/nashman11178/status/1187099114598817792
[5] 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://twitter.com/alexmikro/status/1182668696138977280
[4] http://kmi.open.ac.uk/news/article/19058
[4] http://kmi.open.ac.uk/news/19057
[4] https://twitter.com/kmiou/status/1187640097958694914
[4] https://www.facebook.com/kmistadium

Top URLs in Tweet in G1:
[13] https://www.slideshare.net/johndomingue/how-blockchains-are-transforming-adult-education
[5] https://twitter.com/alexmikro/status/1182668696138977280
[5] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=e38dcdaecfbd3ce98889745c
[4] http://kmi.open.ac.uk/news/article/19058
[3] https://www.iaria.org/conferences2020/fileseLmL20/QualiChain.pdf
[3] https://www.britishblockchainassociation.org/jbba
[2] https://twitter.com/QualiChain/status/1167434905292349440
[2] https://www.youtube.com/watch?v=Mvj4sBFJPRo&feature=youtu.be

[2] https://qualichain-project.eu/publications/
[2] https://qualichain-project.eu/webinar-blockchains-fact-and-fiction-a-legal-perspective/

Top URLs in Tweet in G2:
[12] https://www.slideshare.net/MartinoMensio/news-source-credibility-in-the-eyes-of-different-assessors
[2] https://api.mksmart.org/sciroc-showcase/?s=screen&i=REALTIME
[2] https://coinform.eu/truth-and-trust-conference/
[2] http://oro.open.ac.uk/62771/
[1] http://bit.ly/2lAHLpF
[1] http://kmi.open.ac.uk/news/article/19056
[1] http://www.piandchips.co.uk/uncategorized/a-badge-of-honour/
[1] https://twitter.com/Morgenbladet/status/1163161891989946368
[1] https://twitter.com/nashman11178/status/1187099114598817792
[1] https://twitter.com/OnMerrit/status/1191377906775269377

Top URLs in Tweet in G3:
[2] https://twitter.com/kmiou/status/1187640097958694914
[2] https://twitter.com/IoCoding/status/1169978616865837058
[2] https://www.youtube.com/watch?v=_nXuPPI3VqQ&feature=youtu.be

[2] https://twitter.com/nashman11178/status/1187099114598817792
[2] https://twitter.com/OpenUniversity/status/1181162457819168768
[1] https://twitter.com/TEDxOpenUni/status/1187730810956369921
[1] https://blockchain.open.ac.uk/
[1] https://twitter.com/OU_STEM/status/1191354778623893504
[1] https://twitter.com/kmiou/status/1190599649469632512
[1] https://twitter.com/OUFreeLearning/status/1173885581811683328

Top URLs in Tweet in G4:
[5] https://www.eu-robotics.net/eurobotics/newsroom/press/sciroc-challenge-announces-winners.html?changelang=1
[3] https://www.facebook.com/kmistadium
[1] https://twitter.com/enridaga/status/1174272756604657665
[1] https://twitter.com/MoveyVideo/status/1174750725714436098
[1] https://twitter.com/angelosalatino/status/1173892455789486081
[1] https://robohub.org/scirocchallenge-announces-winners-of-smart-cities-robotic-competition/
[1] http://oro.open.ac.uk/66829/1/SenZi__A_Sentiment_Analysis_Lexicon_for_the_Latinised_Arabic__Arabizi_.pdf
[1] https://twitter.com/kmiou/status/1181916153301610496
[1] http://www.thevenusproject.com

Top URLs in Tweet in G5:
[3] http://kmi.open.ac.uk/news/19057
[2] https://twitter.com/nashman11178/status/1187099114598817792
[1] http://oro.open.ac.uk/cgi/search/archive/simple?screen=Search&dataset=archive&_action_search=Search&meta_merge=ALL&meta=%22learning+analytics%22&person_merge=ALL&person=&date=&satisfyall=ALL&order=-date%2Fcreators_name%2Ftitle
[1] https://twitter.com/alexapo1980/status/1179001864542658568
[1] https://twitter.com/herodotouc/status/1149229701589884928
[1] http://link.springer.com/10.1007/s11423-019-09685-0

Top URLs in Tweet in G6:
[1] https://linkinghub.elsevier.com/retrieve/pii/S1071581919300588
[1] https://www.sciencedirect.com/journal/international-journal-of-human-computer-studies/vol/131/suppl/C
[1] https://linkinghub.elsevier.com/retrieve/pii/S1071581919300989
[1] http://arxiv.org/abs/1908.04088
[1] https://twitter.com/assertpub_/status/1161387247326941185
[1] https://www.slideshare.net/FrancescoOsborne/iswc-2019-improving-editorial-workflow-and-metadata-quality-at-springer-nature-187888024
[1] http://oro.open.ac.uk/62265/1/ISWC2019_camera_ready.pdf
[1] https://arxiv.org/abs/1908.04088
[1] https://api.mksmart.org/sciroc-showcase/?s=screen&i=REALTIME
[1] https://www.eventbrite.com/e/software-graph-hackathon-tickets-75300571035

Top URLs in Tweet in G7:
[1] https://readit-project.eu/2019/07/25/read-it-presented-at-dh2019-conference-utrecht-netherlands-july-2019/
[1] https://readit-project.eu/2019/07/13/new-publication-june-2019-all-we-do-is-stalking-studying-new-forms-of-reading-in-social-networks/

Top URLs in Tweet in G8:
[1] https://twitter.com/ByeEd2/status/1162650588083118080

Top Domains
Top Domains in Tweet in Entire Graph:
[65] twitter.com
[34] ac.uk
[28] slideshare.net
[11] qualichain-project.eu
[6] eu-robotics.net
[5] sumall.com
[5] youtube.com
[5] facebook.com
[3] adecentweb.org
[3] britishblockchainassociation.org

Top Domains in Tweet in G1:
[21] twitter.com
[14] ac.uk
[14] slideshare.net
[11] qualichain-project.eu
[5] sumall.com
[3] youtube.com
[3] iaria.org
[3] adecentweb.org
[3] britishblockchainassociation.org
[2] facebook.com

Top Domains in Tweet in G2:
[12] slideshare.net
[10] ac.uk
[10] twitter.com
[2] mksmart.org
[2] coinform.eu
[2] truthandtrustonline.com
[1] bit.ly
[1] co.uk
[1] alexa.com
[1] eventbrite.com

Top Domains in Tweet in G3:
[24] twitter.com
[4] ac.uk
[2] youtube.com
[2] org.uk
[1] instagram.com
[1] wordpress.com
[1] slideshare.net

Top Domains in Tweet in G4:
[5] eu-robotics.net
[4] twitter.com
[3] facebook.com
[1] robohub.org
[1] ac.uk
[1] thevenusproject.com

Top Domains in Tweet in G5:
[4] twitter.com
[4] ac.uk
[1] springer.com

Top Domains in Tweet in G6:
[2] elsevier.com
[2] arxiv.org
[2] assert.pub
[1] sciencedirect.com
[1] twitter.com
[1] slideshare.net
[1] ac.uk
[1] mksmart.org
[1] eventbrite.com

Top Domains in Tweet in G7:
[2] readit-project.eu

Top Domains in Tweet in G8:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[96] sciroc2019
[46] blockchain
[42] ouresearch
[38] education
[36] 2019scirocchallenge
[35] kmifest
[29] pcf9
[26] blockchains
[21] ou50
[19] smartcities



Top Hashtags in Tweet in G1:
[43] blockchain
[35] education
[24] blockchains
[24] pcf9
[18] kmifest
[12] qualifications
[12] oofhec2019
[11] altc
[9] kmievents
[8] futurekmiou

Top Hashtags in Tweet in G2:
[23] ouresearch
[23] sciroc2019
[18] ttocon
[14] openaccess
[10] ou50
[10] stem
[6] miltonkeynes
[5] tbdr
[5] openfest
[4] openscience

Top Hashtags in Tweet in G3:
[10] ouresearch
[7] sciroc2019
[6] cybersecurity
[6] ou50
[6] kmifest
[5] oer
[5] ai
[4] computernetworking
[4] 2019scirocchallenge
[4] pcf9

Top Hashtags in Tweet in G4:
[57] sciroc2019
[29] 2019scirocchallenge
[17] smartcities
[13] mkrobots
[7] robotics
[5] nlproc
[4] smartcity
[4] ai
[4] robots
[4] miltonkeynes

Top Hashtags in Tweet in G5:
[16] learninganalytics
[9] earlywarning
[9] edresearch
[6] edtech
[5] ouanalyse
[5] ouresearch
[4] showtel19
[4] ou50
[3] kmifest
[3] esisor

Top Hashtags in Tweet in G6:
[7] iswc_conf
[3] ijhcs50
[3] hci
[3] semanticweb
[2] iswc2019
[2] scienceofscience
[1] knowledgegraph
[1] ijhcs
[1] chi
[1] chi2020

Top Hashtags in Tweet in G7:
[2] readit
[1] kmifest
[1] dh2019

Top Hashtags in Tweet in G8:
[1] c2
[1] datascience
[1] iot
[1] sme
[1] communities
[1] officespace
[1] climateemergency
[1] kmifest

Top Hashtags in Tweet in G9:
[1] ブラック校則
[1] ブラ校
[1] 11月1日公開

Top Words
Top Words in Tweet in Entire Graph:
[827] Words in Sentiment List#1: Positive
[165] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[15345] Non-categorized Words
[16337] Total Words
[380] kmiou
[142] openuniversity
[101] oucomputing
[100] sciroc_eu
[97] ou_stem

Top Words in Tweet in G1:
[109] kmiou
[73] johndmk
[60] qualichain
[43] #blockchain
[36] alexmikro
[35] #education
[32] education
[28] openuniversity
[27] join
[24] #blockchains

Top Words in Tweet in G2:
[105] kmiou
[66] oacore
[43] here
[42] openuniversity
[35] davejavupride
[28] centremk
[25] martinomensio
[23] #ouresearch
[23] more
[23] #sciroc2019

Top Words in Tweet in G3:
[93] oucomputing
[62] kmiou
[51] openuniversity
[47] ou_stem
[22] join
[19] event
[19] colleague
[17] opportunity
[16] colleagues
[16] ou_eee

Top Words in Tweet in G4:
[64] sciroc_eu
[59] kmiou
[57] #sciroc2019
[30] erlrobotleague
[29] #2019scirocchallenge
[25] centremk
[23] robots
[20] isdsou
[19] day
[17] #smartcities

Top Words in Tweet in G5:
[26] kmiou
[16] #learninganalytics
[15] great
[12] herodotouc
[12] openuniversity
[11] mhlosta
[11] large
[11] scale
[9] nashman11178
[9] new

Top Words in Tweet in G6:
[10] kmiou
[9] fraosborne
[7] #iswc_conf
[6] halani
[5] improving
[5] editorial
[5] workflow
[5] metadata
[5] quality
[5] springer

Top Words in Tweet in G7:
[4] kmiou
[3] media
[3] conference
[3] alepantonini
[2] eureadit
[2] interested
[2] social
[2] reading
[2] online
[2] stalking

Top Words in Tweet in G8:
[5] myaems
[5] kmiou
[4] danagree
[3] byeed2
[3] whaleygeek
[3] matt_sendorek
[3] working
[3] work
[2] beisgovuk
[2] significant

Top Words in Tweet in G9:
[2] 完成披露試写会に
[2] ご招待します
[2] 10月22日
[2] 火
[2] 祝
[2] に実施の
[2] 完成披露試写会に15組30名様をご招待します
[2] 応募方法は
[2] このアカウントをフォロー
[2] このツイートをrt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] oucomputing,ou_stem
[25] kmiou,celebrating
[24] outstanding,impact
[23] kmiou,openuniversity
[22] knowledge,media
[21] 25,years
[20] looking,forward
[20] celebrating,25
[19] openuniversity,kmiou
[19] ou_stem,openuniversity

Top Word Pairs in Tweet in G1:
[17] #blockchains,transforming
[15] johndmk,director
[15] director,kmiou
[15] last,week
[14] transforming,adult
[13] slides,session
[13] session,#blockchains
[13] adult,#education
[13] #education,#pcf9
[13] #pcf9,found

Top Word Pairs in Tweet in G2:
[20] outstanding,impact
[15] jisc,kmiou
[14] society,prosperity
[14] here,#ouresearch
[13] oacore,jisc
[12] alexa,rank
[12] check,out
[12] out,slides
[12] slides,presentation
[12] presentation,#ttocon

Top Word Pairs in Tweet in G3:
[26] oucomputing,ou_stem
[17] opportunity,join
[16] ou_stem,openuniversity
[12] pan,commonwealth
[12] commonwealth,forum
[11] lecturer,computing
[11] computing,communications
[11] communications,wonderful
[11] wonderful,opportunity
[11] join,school

Top Word Pairs in Tweet in G4:
[11] #2019scirocchallenge,starting
[11] starting,take
[11] take,shape
[11] shape,see
[11] see,sep
[11] sep,18
[11] 18,21
[11] 21,middleton
[11] middleton,hall
[11] hall,centremk

Top Word Pairs in Tweet in G5:
[11] large,scale
[9] great,new
[9] new,#earlywarning
[9] #earlywarning,#edresearch
[9] #edresearch,paper
[9] paper,large
[9] scale,implementation
[9] implementation,predictive
[9] predictive,#learninganalytics
[8] alex_j_bowers,great

Top Word Pairs in Tweet in G6:
[5] improving,editorial
[5] editorial,workflow
[5] workflow,metadata
[5] metadata,quality
[5] quality,springer
[5] springer,nature
[3] 50,years
[3] special,issue
[3] halani,fraosborne
[3] fraosborne,now

Top Word Pairs in Tweet in G7:
[3] alepantonini,kmiou
[2] interested,social
[2] social,media
[2] media,reading
[2] reading,online
[2] online,stalking
[2] stalking,planning
[2] planning,attend
[2] attend,acmht
[2] acmht,conference

Top Word Pairs in Tweet in G8:
[3] byeed2,whaleygeek
[3] whaleygeek,matt_sendorek
[3] danagree,kmiou
[2] matt_sendorek,myaems
[2] myaems,significant
[2] significant,work
[2] work,trials
[2] trials,different
[2] different,models
[2] models,underway

Top Word Pairs in Tweet in G9:
[2] 完成披露試写会に,ご招待します
[2] ご招待します,10月22日
[2] 10月22日,火
[2] 火,祝
[2] 祝,に実施の
[2] に実施の,完成披露試写会に15組30名様をご招待します
[2] 完成披露試写会に15組30名様をご招待します,応募方法は
[2] 応募方法は,このアカウントをフォロー
[2] このアカウントをフォロー,このツイートをrt
[2] このツイートをrt,9

Top Replied-To
Top Replied-To in Entire Graph:
@davejavupride
@petrknoth
@aarontay
@kmiou
@oacore
@angelosalatino
@sciroc_eu
@mhlosta
@johndmk
@g3om4c

Top Replied-To in G1:
@kmiou
@martinomensio
@openuniversity
@johndmk
@martasabou

Top Replied-To in G2:
@davejavupride
@petrknoth
@aarontay
@oacore
@kmiou
@g3om4c
@angelosalatino
@raspberry_pi
@recantha
@gaba80

Top Replied-To in G3:
@oucomputing
@kmiou
@oacore
@mhlosta
@johndmk

Top Replied-To in G4:
@sciroc_eu
@angelosalatino
@eu_robotics
@cancm
@gkz_
@mhlosta
@intellrobotlabs
@eurnlp
@martpalau

Top Replied-To in G5:
@herodotouc
@mhlosta
@pacoiniesto

Top Replied-To in G6:
@enricomotta
@freya_eu

Top Replied-To in G8:
@byeed2

Top Mentioned
Top Mentioned in Entire Graph:
@kmiou
@openuniversity
@ou_stem
@sciroc_eu
@johndmk
@oucomputing
@centremk
@oacore
@qualichain
@davejavupride

Top Mentioned in G1:
@kmiou
@johndmk
@qualichain
@alexmikro
@openuniversity
@ou_stem
@k
@oubschool
@dannyfaure
@iocoding

Top Mentioned in G2:
@kmiou
@oacore
@openuniversity
@centremk
@davejavupride
@martinomensio
@ou_stem
@mkinnovates
@co_inform
@miriam_fs

Top Mentioned in G3:
@kmiou
@oucomputing
@openuniversity
@ou_stem
@ou_eee
@iocoding
@ou_sps
@johndmk
@sciroc_eu
@intdev_ou

Top Mentioned in G4:
@sciroc_eu
@kmiou
@erlrobotleague
@centremk
@isdsou
@ou_stem
@mkcouncil
@ou
@centre
@ougrad

Top Mentioned in G5:
@kmiou
@openuniversity
@herodotouc
@mhlosta
@nashman11178
@alex_j_bowers
@fundacionceibal
@ietatou
@drbartrienties
@pacoiniesto

Top Mentioned in G6:
@kmiou
@fraosborne
@halani
@ijhcs_journal
@duncanbrumby
@sig_chi
@andremanno
@enridaga
@enricomotta

Top Mentioned in G7:
@kmiou
@alepantonini
@eureadit
@acmht
@rhymesontheroad
@ou_fass
@fvignale2
@lemansuniv
@g_gomezmejia
@univtours

Top Mentioned in G8:
@kmiou
@myaems
@danagree
@whaleygeek
@matt_sendorek
@beisgovuk
@ryanteck
@octopus_energy
@andtechresearch
@dr_val_lynch

Top Mentioned in G9:
@bla_kou2019

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@davepperlmutter
@ottlegalrebels
@santchiweb
@cybersec_feeds
@costacoffee
@ansisegle
@ocado
@femtech_
@pardoe_ai

Top Tweeters in G1:
@davepperlmutter
@santchiweb
@cybersec_feeds
@ddelich
@maupanas
@vivianonano
@joserovira
@ralphmercer
@lambo
@emilioleton

Top Tweeters in G2:
@costacoffee
@ansisegle
@ocado
@bbcradio4
@adafruit
@recantha
@openscience
@raspberry_pi
@rmounce
@aarontay

Top Tweeters in G3:
@gamergeeknews
@ottlegalrebels
@femtech_
@suenieland
@brianlinuxing
@sardimperium
@nogbad
@psychemedia
@dochawking
@areformedman

Top Tweeters in G4:
@networkrail
@smartecocity
@robotconsumer
@bbc3cr
@angelosalatino
@databytz
@subhobrata1
@wamaithanyamu
@bbcwestcott
@mkbiztech

Top Tweeters in G5:
@thecuriousluke
@hal_9000_ai
@cleardiff
@el_bid
@etsiiuned
@sweetsp
@alexapo1980
@flaterik3
@alex_j_bowers
@plan_ceibal

Top Tweeters in G6:
@openaire_eu
@assertpub_
@sig_chi
@maurodragoni
@vergoulis
@freya_eu
@fraosborne
@thunkenizer
@andremanno
@skm3ou

Top Tweeters in G7:
@le
@univtours
@ou_fass
@lemansuniv
@rhymesontheroad
@maya_parmar
@acmht
@eureadit
@g_gomezmejia
@alepantonini

Top Tweeters in G8:
@pardoe_ai
@ryanteck
@whaleygeek
@beisgovuk
@byeed2
@matt_sendorek
@octopus_energy
@andtechresearch
@dr_val_lynch
@myaems

Top Tweeters in G9:
@k_kmiou_t
@bla_kou2019

Top Tweeters in G10:
@kma


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