kmiou, Twitter, 6/22/2022 4:42:42 PM, 278568


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kmiou_2022-06-22_09-32-01.xlsx
kmiou_2022-06-22_09-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 22, 2022
Short Description:
kmiou via NodeXL https://bit.ly/39HYRem
@kmiou
@petrknoth
@oacore
@halani
@misogynoir_
@glitchuk_
@wepcheshireeast
@enridaga
@openuniversity
@sona001231

Top hashtags:
#misogynoir
#kmi
#summerscholarship
#kmipeople
#blackwomen
#computerscience
#blackyouth
#blackinstem

Description:
Description
The graph represents a network of 422 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, 22 June 2022 at 16:33 UTC.

The requested start date was Wednesday, 22 June 2022 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 111-day, 22-hour, 12-minute period from Tuesday, 01 March 2022 at 13:01 UTC to Tuesday, 21 June 2022 at 11:14 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 : 422
Unique Edges : 515
Edges With Duplicates : 1637
Total Edges : 2152
Number of Edge Types : 5
MentionsInRetweet : 710
Mentions : 769
Replies to : 61
Retweet : 469
Tweet : 143
Self-Loops : 149
Reciprocated Vertex Pair Ratio : 0.120541205412054
Reciprocated Edge Ratio : 0.215148188803513
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 419
Maximum Edges in a Connected Component : 2149
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.86405
Graph Density : 0.00512771442401864
Modularity : 0.257253
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 422 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, 22 June 2022 at 16:33 UTC.

The requested start date was Wednesday, 22 June 2022 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 111-day, 22-hour, 12-minute period from Tuesday, 01 March 2022 at 13:01 UTC to Tuesday, 21 June 2022 at 11:14 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:
[44] https://kmi.open.ac.uk/scholarship/
[37] https://misogynoironline.kmi.open.ac.uk/
[10] https://kmi.open.ac.uk/studentships/vacancies/
[9] https://www.slideshare.net/petrknoth/core-apiv3
[7] https://www.youtube.com/watch?v=XC_Fse5xDJg&feature=youtu.be

[5] https://www.westminsterforumprojects.co.uk/conference/Research-Workforce
[4] https://ounews.co/science-mct/ou-among-next-generation-of-research-leaders-to-address-global-issues/#
[4] https://kmi.open.ac.uk/news/article/19776
[4] https://ounews.co/science-mct/ou-student-launches-website-to-improve-understanding-and-detection-of-online-misogyny-towards-black-women/
[3] https://theconversation.com/elon-musk-could-roll-back-social-media-moderation-just-as-were-learning-how-it-can-stop-misinformation-182261

Top URLs in Tweet in G1:
[43] https://kmi.open.ac.uk/scholarship/
[9] https://kmi.open.ac.uk/studentships/vacancies/
[8] https://misogynoironline.kmi.open.ac.uk/
[5] https://www.youtube.com/watch?v=XC_Fse5xDJg&feature=youtu.be

[5] https://www.westminsterforumprojects.co.uk/conference/Research-Workforce
[3] https://kmi.open.ac.uk/news/article/19776
[3] https://www.skillshubmk.co.uk/events/navigating-the-digital-economy-part-1/
[3] https://on-merrit.eu/news/2022-02-08-ensuring-equity-open-science/
[2] https://forms.office.com/pages/responsepage.aspx?id=hrHjE0bEq0qcbZq5u3aBbAl2DDnw6a9IigYjq8WRBwdUMFlGMjJXTlVPUlBEUEk0UDBRN0dJTzNZTS4u
[2] https://twitter.com/Misogynoir_/status/1503294976138043396

Top URLs in Tweet in G2:
[9] https://www.slideshare.net/petrknoth/core-apiv3
[3] https://ounews.co/science-mct/ou-student-launches-website-to-improve-understanding-and-detection-of-online-misogyny-towards-black-women/
[2] https://ounews.co/around-ou/university-news/ref-2021-recognises-82-of-ou-research-impact-as-world-leading-or-internationally-excellent/
[2] https://www.youtube.com/watch?v=XC_Fse5xDJg&feature=youtu.be

[1] https://ounews.co/around-ou/eight-top-tips-for-improving-your-mental-health-and-wellbeing/
[1] https://twitter.com/UKRI_News/status/1537050435520978946
[1] https://theconversation.com/elon-musk-could-roll-back-social-media-moderation-just-as-were-learning-how-it-can-stop-misinformation-182261
[1] https://www.stopwar.org.uk/article/letter-moscow-state-university-condemns-the-war-in-ukraine/
[1] https://twitter.com/isws_semweb/status/1506197742699302915
[1] https://twitter.com/eswc_conf/status/1530817507791192064

Top URLs in Tweet in G3:
[29] https://misogynoironline.kmi.open.ac.uk/
[4] https://ounews.co/science-mct/ou-among-next-generation-of-research-leaders-to-address-global-issues/#
[2] https://www.tandfonline.com/doi/full/10.1080/13562517.2022.2067745
[2] https://twitter.com/kmiou/status/1504382146261274629
[1] https://twitter.com/kmiou/status/1501121531216334848
[1] https://twitter.com/kmiou/status/1519964928735690752
[1] https://www.open.edu/openlearn/science-maths-technology/computing-ict/what-blockchain
[1] https://www.open.edu/openlearn/science-maths-technology/computing-ict/blockchain-education
[1] https://www.open.edu/openlearn/science-maths-technology/computing-ict/supporting-lifelong-learning-blockchain
[1] https://www.open.edu/openlearncreate/course/view.php?id=7981

Top URLs in Tweet in G4:
[2] https://bit.ly/3rWF5ls
[2] http://ow.ly/ETVM50HB9LC?platform=hootsuite&utm_campaign=HSCampaign
[1] https://bit.ly/3xTI2Gv
[1] https://polifonia-project.eu/dissemination/
[1] https://polifonia-project.eu/seminars/
[1] https://polifonia-project.eu/
[1] https://bit.ly/3rTDKeY
[1] https://polifonia-project.eu/seminars/infants-relax-in-response-to-unfamiliar-foreign-lullabies/
[1] https://unibo.zoom.us/j/83561911735?pwd=Q09wRTNlSFF4YXlWSHRaekhSSkhaQT09
[1] https://www.youtube.com/watch?v=jn1tPWU5WN0


Top URLs in Tweet in G5:
[1] https://twitter.com/kmiou/status/1503666677426401283

Top URLs in Tweet in G6:
[1] https://twitter.com/kmiou/status/1536668658147246080
[1] https://twitter.com/OU_STEM/status/1536634574075269122
[1] https://sti2022.org
[1] https://twitter.com/angelosalatino/status/1499069768485199876

Top URLs in Tweet in G7:
[1] https://aida.kmi.open.ac.uk/dashboard/
[1] https://twitter.com/kmiou/status/1534819356215062528
[1] https://twitter.com/davejavupride/status/1526149702814781440

Top URLs in Tweet in G8:
[1] https://twitter.com/BLMK_CCG/status/1501921450252460038
[1] https://twitter.com/kmiou/status/1501225833142308865
[1] https://twitter.com/kmiou/status/1501166312239902727
[1] https://twitter.com/kmiou/status/1501121531216334848
[1] https://twitter.com/kmiou/status/1534819356215062528
[1] https://twitter.com/kmiou/status/1505889480846327821

Top URLs in Tweet in G10:
[1] https://app.swapcard.com/event/digital-enhanced-learning-connecting-dots-and-beyond

Top Domains
Top Domains in Tweet in Entire Graph:
[131] ac.uk
[106] twitter.com
[15] co.uk
[13] ounews.co
[12] slideshare.net
[11] youtube.com
[10] bit.ly
[4] theconversation.com
[4] open.edu
[4] qualichain-project.eu

Top Domains in Tweet in G1:
[83] ac.uk
[61] twitter.com
[11] co.uk
[6] youtube.com
[5] bit.ly
[3] office.com
[3] gatekeeper-project.eu
[3] zoom.us
[3] privacysymposium.org
[3] on-merrit.eu

Top Domains in Tweet in G2:
[10] twitter.com
[10] slideshare.net
[9] ac.uk
[7] ounews.co
[2] youtube.com
[2] google.com
[1] theconversation.com
[1] org.uk
[1] openathens.net
[1] niso.org

Top Domains in Tweet in G3:
[36] ac.uk
[14] twitter.com
[5] ounews.co
[4] open.edu
[2] youtube.com
[2] tandfonline.com
[2] theconversation.com
[2] co.uk
[2] qualichain-project.eu
[1] eventbrite.nl

Top Domains in Tweet in G4:
[5] twitter.com
[4] bit.ly
[4] polifonia-project.eu
[2] ow.ly
[2] ac.uk
[1] zoom.us
[1] youtube.com
[1] sparql-anything.cc
[1] spice-h2020.eu
[1] eventbrite.fi

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

Top Domains in Tweet in G6:
[3] twitter.com
[1] sti2022.org

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

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

Top Domains in Tweet in G10:
[1] swapcard.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[76] misogynoir
[71] kmi
[70] summerscholarship
[58] kmipeople
[44] blackwomen
[41] computerscience
[40] blackyouth
[35] blackinstem
[30] openrepos2022
[28] misinformation



Top Hashtags in Tweet in G1:
[52] summerscholarship
[50] kmi
[42] kmipeople
[36] misogynoir
[34] computerscience
[30] blackyouth
[26] kmiproject
[22] blackinstem
[18] kminews
[17] blackwomen

Top Hashtags in Tweet in G2:
[29] openrepos2022
[11] openaccess
[10] commitment
[10] principles
[10] openscholarlyinfrastructure
[10] posi
[4] textanddatamining
[4] releases
[3] ref2021
[3] ouinnerboss

Top Hashtags in Tweet in G3:
[38] misogynoir
[26] blackwomen
[15] kmi
[15] misinformation
[14] kmipeople
[14] blacktwitter
[12] blacklivesmatter
[12] believeblackwomen
[9] blm
[7] factchecks

Top Hashtags in Tweet in G4:
[9] summerscholarship
[8] blackinstem
[6] polifoniah2020
[6] internship
[6] sparql
[5] kmi
[3] savethedate
[3] blackyouth
[3] kminews
[3] black

Top Hashtags in Tweet in G5:
[1] racism
[1] misogyny

Top Hashtags in Tweet in G6:
[2] summerscholarship
[1] robotics
[1] ai
[1] computervision
[1] stopthedropout
[1] fwis
[1] fwis20italia
[1] blackyouth

Top Hashtags in Tweet in G7:
[1] openaccess
[1] openrepos2022
[1] scholarlyknowledge
[1] commitment
[1] principles
[1] openscholarlyinfrastructure
[1] posi

Top Hashtags in Tweet in G8:
[5] breakthebiasin
[2] misogynoir
[2] breakthebias
[1] genderequality
[1] ounews
[1] misogyny
[1] blackwomen
[1] kmipeople
[1] athau22

Top Hashtags in Tweet in G9:
[1] hyundai_nft
[1] nft

Top Hashtags in Tweet in G10:
[1] skills
[1] learning
[1] digitalage

Top Words
Top Words in Tweet in Entire Graph:
[278] kmiou
[117] research
[107] platform
[106] help
[104] oacore
[91] share
[88] apply
[88] petrknoth
[87] openuniversity
[84] online

Top Words in Tweet in G1:
[64] apply
[56] kmiou
[52] #summerscholarship
[49] #kmi
[49] black
[48] share
[43] platform
[43] misogynoir_
[42] #kmipeople
[42] help

Top Words in Tweet in G2:
[87] oacore
[77] petrknoth
[76] kmiou
[44] oai
[39] team
[35] openuniversity
[29] help
[29] #openrepos2022
[28] community
[28] story

Top Words in Tweet in G3:
[78] kmiou
[50] platform
[48] online
[44] hate
[42] research
[40] phd
[37] #misogynoir
[33] help
[32] share
[30] halani

Top Words in Tweet in G4:
[24] enridaga
[23] knowledge
[23] kmiou
[18] work
[17] information
[17] graphs
[16] research
[15] open
[15] university
[15] associate

Top Words in Tweet in G6:
[19] kmiou
[9] ou_stem
[9] isdsou
[7] agnese_chiatti
[7] knowledge
[6] support
[6] polimi
[6] call
[6] paper
[6] nimi_infai

Top Words in Tweet in G7:
[12] kmiou
[6] davejavupride
[6] petrknoth
[5] oacore
[4] wojciechkusa
[4] first
[3] visiting
[3] researcher
[3] today
[3] person

Top Words in Tweet in G8:
[10] kmiou
[7] inviting
[7] share
[5] thank
[5] blmk_ccg
[5] thoughts
[5] #breakthebiasin
[5] health
[5] healthwatch_mk
[5] vowmk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] 16,20
[45] aged,16
[41] research,platform
[41] platform,capture
[39] apply,#summerscholarship
[37] help,reduce
[37] phd,student
[35] kmiou,ou_stem
[35] black,women
[33] 20,apply

Top Word Pairs in Tweet in G1:
[32] apply,#summerscholarship
[32] 16,20
[31] aged,16
[24] face,challenge
[24] 20,apply
[23] subject,areas
[22] areas,face
[21] help,reduce
[20] reduce,amount
[20] amount,hate

Top Word Pairs in Tweet in G2:
[28] oacore,team
[27] story,plea
[27] academic,community
[27] community,help
[26] seven,members
[26] members,oacore
[26] team,affected
[26] affected,war
[26] war,story
[26] plea,academic

Top Word Pairs in Tweet in G3:
[21] research,platform
[21] platform,capture
[17] launched,first
[17] first,research
[16] help,reduce
[16] #misogynoir,online
[16] phd,student
[15] black,women
[14] hate,black
[14] women,receive

Top Word Pairs in Tweet in G4:
[17] knowledge,graphs
[15] work,open
[15] open,university
[15] university,research
[15] research,associate
[15] associate,information
[15] information,extraction
[15] extraction,knowledge
[15] graphs,details
[14] enridaga,work

Top Word Pairs in Tweet in G6:
[9] kmiou,ou_stem
[9] ou_stem,isdsou
[6] call,paper
[6] paper,nimi_infai
[6] nimi_infai,kmiou
[6] kmiou,organising
[6] organising,special
[6] special,track
[6] track,advanced
[6] advanced,representation

Top Word Pairs in Tweet in G7:
[3] visiting,researcher
[3] researcher,wojciechkusa
[3] wojciechkusa,kmiou
[3] kmiou,today
[3] today,first
[3] first,person
[3] person,seminar
[3] seminar,over
[3] over,2yrs
[3] 2yrs,discussing

Top Word Pairs in Tweet in G8:
[5] thank,blmk_ccg
[5] blmk_ccg,inviting
[5] inviting,share
[5] share,thoughts
[5] thoughts,#breakthebiasin
[5] #breakthebiasin,health
[5] health,healthwatch_mk
[5] healthwatch_mk,vowmk
[4] janewhild,thank
[4] vowmk,fawcett_m

Top Replied-To
Top Replied-To in Entire Graph:
@kmiou
@oacore
@agnese_chiatti
@sharplm
@johndmk
@hockeyshooter
@petrknoth
@arosha
@davejavupride
@iamkrizick

Top Replied-To in G1:
@kmiou
@johndmk
@misogynoir_
@kofi_smiles

Top Replied-To in G2:
@oacore
@sharplm
@hockeyshooter
@petrknoth
@agnese_chiatti
@dgtlmike
@kmiou
@philippconzett
@kosson
@toranshaw

Top Replied-To in G3:
@kmiou
@arosha
@iamkrizick
@pinelopi_tr
@civiwhat
@gyoengyik
@martinomensio
@heros_eu
@halani

Top Replied-To in G4:
@enridaga

Top Replied-To in G6:
@agnese_chiatti
@patzpaci
@danieljgooch

Top Replied-To in G7:
@davejavupride

Top Replied-To in G8:
@peter_scott

Top Replied-To in G9:
@hyundai_nft

Top Mentioned
Top Mentioned in Entire Graph:
@kmiou
@openuniversity
@petrknoth
@oacore
@ou_stem
@misogynoir_
@halani
@t_m_farrell
@johndmk
@enridaga

Top Mentioned in G1:
@kmiou
@misogynoir_
@openuniversity
@johndmk
@gatekeeper_eu
@ou_stem
@t_m_farrell
@halani
@heros_eu
@oacore

Top Mentioned in G2:
@kmiou
@petrknoth
@oacore
@openuniversity
@ou_stem
@jiscopenres
@jisc
@johndmk
@nisoinfo

Top Mentioned in G3:
@kmiou
@halani
@t_m_farrell
@openuniversity
@heros_eu
@iamkrizick
@misogynoir_
@oucomputing
@ou_stem
@evhart

Top Mentioned in G4:
@enridaga
@kmiou
@polifoniah2020
@spiceh2020
@ou_lhcs
@paulmulholland3
@isdsou
@dchavesf
@gxytraining
@galaxyproject

Top Mentioned in G5:
@hannahcac79
@blminthestix
@lochiks
@blm_sandbach
@wepchristine
@mandureid
@wep_uk
@chawrec
@raceequality_uk
@glitchuk_

Top Mentioned in G6:
@kmiou
@ou_stem
@isdsou
@polimi
@nimi_infai
@savahdati
@agnese_chiatti
@gatekeeper_eu
@palrobotics
@openuniversity

Top Mentioned in G7:
@kmiou
@petrknoth
@oacore
@wojciechkusa
@davejavupride
@projectdossier
@raspberry_pi
@cancm
@robodasha

Top Mentioned in G8:
@kmiou
@blmk_ccg
@healthwatch_mk
@vowmk
@jondron
@janewhild
@fawcett_m
@peter_scott
@fawcett_mk
@wepmiltonkeynes

Top Mentioned in G9:
@polmirmac
@zaqerzahar
@sdfahrenthold
@kmiou
@mopop
@f6xqeirr9ombyzc
@stipemiocic
@aeonmag

Top Mentioned in G10:
@fraunhofer_fit
@3clmt
@martel_innovate
@openuniversity
@heinnovate
@eit_digital
@digskillup

Top Tweeters
Top Tweeters in Entire Graph:
@jamesroy
@jfsebastian146
@eraser
@hiringcare
@mdrechsler
@b0tsci
@nordicgeo
@manifattura40
@finneyivan1963
@ucas_online

Top Tweeters in G1:
@jamesroy
@jfsebastian146
@hiringcare
@ucas_online
@timeshighered
@botblacktech
@mk_citizen
@smm_news_feed
@educationgovuk
@unesco

Top Tweeters in G2:
@eraser
@finneyivan1963
@openscitalk
@nogbad
@isidroaguillo
@tac_niso
@malcpowers
@icey_mark
@gemcairn
@openuniversity

Top Tweeters in G3:
@nordicgeo
@joe_co_uk
@conversationuk
@blkwomenradical
@seyiakiwowo
@cityline
@mensa_jr
@1richmiller
@blklivesmatter
@womensaid

Top Tweeters in G4:
@b0tsci
@unsplash
@aaranged
@eltonteb
@immaireland
@fredericktoates
@ha
@galaxyproject
@albertmeronyo
@fpianz

Top Tweeters in G5:
@hannahcac79
@wep_uk
@mandureid
@sholamos1
@glitchuk_
@wepcheshireeast
@nadine_writes
@wepchristine
@merseysideblm
@oliviavincenti

Top Tweeters in G6:
@manifattura40
@mklibraries
@polimi
@borisveytsman
@palrobotics
@fraosborne
@christian_zinke
@akshikaw
@anna_de_liddo
@patzpaci

Top Tweeters in G7:
@raspberry_pi
@springernature
@angelosalatino
@univca
@lizziegadd
@davejavupride
@bolanosf_
@cancm
@robodasha
@allanhanbury

Top Tweeters in G8:
@5050parliament
@athabascau
@blmk_ccg
@janewhild
@wepmiltonkeynes
@healthwatch_mk
@peter_scott
@mprineas
@fawcett_mk
@jondron

Top Tweeters in G9:
@aeonmag
@mopop
@zaqerzahar
@stipemiocic
@polmirmac
@sdfahrenthold
@hyundai_nft
@sona001231
@f6xqeirr9ombyzc

Top Tweeters in G10:
@eit_digital
@martel_innovate
@3clmt
@fraunhofer_fit
@heinnovate
@del4all
@digskillup