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Lenandlar Twitter Ego Network 3200 2019-04-26 (experimental version)
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From:
SMRFoundation
Uploaded on:
April 26, 2019
Short Description:
Lenandlar via NodeXL http://bit.ly/2VrMU3b
@lenandlar
@suzankoseoglu
@bali_maha
@ed_saber
@crumphelen
@nomadwarmachine
@arasbozkurt
@davidgbeer
@whitneykilgore
@scottturneruon

Top hashtags:
#lthechat
#aussieed
#engagemooc
#ethicalcs
#hedigid
#oep
#digciz
#sigcse2018

Description:
Description
The graph represents a network of 1 specified Twitter user. The network was obtained from Twitter on Friday, 26 April 2019 at 12:51 UTC.

It shows who was mentioned or replied to in the users' recent tweets.

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 : 1186
Unique Edges : 1832
Edges With Duplicates : 17660
Total Edges : 19492
Number of Edge Types : 4
Mentions : 12180
Replies to : 5039
Tweet : 1876
Retweet : 397
Self-Loops : 1876
Reciprocated Vertex Pair Ratio : 0.184397163120567
Reciprocated Edge Ratio : 0.311377245508982
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1182
Maximum Edges in a Connected Component : 19488
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.0329
Graph Density : 0.00225770415750564
Modularity : 0.106903
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[18] https://docs.google.com/forms/d/e/1FAIpQLScLqGxd6EJI5vxeAEPjgFVaTOSs8d25aYnaOQOdxijrWZzp3A/viewform?usp=sf_link
[6] https://csedresearch.wordpress.com/computational-thinking/
[2] https://www.tandfonline.com/doi/abs/10.1080/17439884.2014.915851?cookieSet=1
[2] http://www.nomadwarmachine.co.uk/2017/07/16/researcher-journal-follow-up-lurker-research/
[2] https://link.springer.com/article/10.1007/s11159-017-9694-6
[2] https://translate.google.com/
[2] https://computinged.wordpress.com/2018/02/26/confusion-over-the-forms-of-programming-problems-mathematics-physics-versus-cs/
[2] https://twitter.com/neilccbrown/status/1057292296264339456
[2] https://www.youtube.com/watch?v=1Ci9z7jn5hU&t=0s&list=PLyrlk8Xaylp4hRBrMJlov4fRy5YH8UgWu&index=33

[2] https://ajet.org.au/index.php/AJET/article/view/4252

Top URLs in Tweet in G1:
[18] https://docs.google.com/forms/d/e/1FAIpQLScLqGxd6EJI5vxeAEPjgFVaTOSs8d25aYnaOQOdxijrWZzp3A/viewform?usp=sf_link
[6] https://csedresearch.wordpress.com/computational-thinking/
[2] https://www.youtube.com/watch?v=pgBu682tKz4&feature=youtu.be

[2] https://onlinelibrary.wiley.com/doi/full/10.1111/rego.12158
[2] https://twitter.com/terguy/status/971921623912607744
[2] https://twitter.com/Educ_Futures/status/1007348930240077825
[2] https://www.sciencedirect.com/science/article/pii/S0360131518301829
[2] https://twitter.com/felipecocco/status/1025488394930020353
[2] https://www.theverge.com/2018/4/16/17233946/olpcs-100-laptop-education-where-is-it-now
[2] https://www.fatml.org/resources/relevant-scholarship

Top URLs in Tweet in G2:
[2] https://en.m.wikipedia.org/wiki/Cynefin_framework
[2] https://www.tandfonline.com/doi/abs/10.1080/17439884.2014.915851?cookieSet=1
[2] https://twitter.com/arasbozkurt/status/904756325636243457
[2] https://twitter.com/arasbozkurt/status/913836832282087426
[2] https://mastodon.social/
[1] https://clmoocring.jgregorymcverry.com/
[1] https://docs.google.com/spreadsheets/d/1Ga3hD5rA7vQwmxZVKyATrqtMTQv0ElQry6TeYYT2oG8/edit?usp=sharing
[1] https://hawksey.info/tagsexplorer/?key=1Ga3hD5rA7vQwmxZVKyATrqtMTQv0ElQry6TeYYT2oG8&gid=400689247
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=175147
[1] http://www.nomadwarmachine.co.uk/2019/04/17/the-future-of-learning/

Top URLs in Tweet in G3:
[2] https://computinged.wordpress.com/2018/02/26/confusion-over-the-forms-of-programming-problems-mathematics-physics-versus-cs/
[2] https://twitter.com/neilccbrown/status/1057292296264339456
[1] https://www.bloomsbury.com/uk/computer-science-education-9781350057104/
[1] https://www.futurelearn.com/courses/programming-101
[1] https://cerc.kcl.ac.uk/cerc-activities/cerc-student-forum/
[1] https://www.tandfonline.com/doi/full/10.1080/08993408.2018.1525233?cookieSet=1
[1] https://www.eventbrite.co.uk/e/cas-research-meeting-cambridge-february-2019-tickets-54938632930
[1] http://blogs.kcl.ac.uk/cser/2017/12/19/threshold-concepts-and-non-cognitive-dimensions-of-learning/?utm_content=buffer942a1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/microbit_edu/status/986297991660093440
[1] https://sigcse2019.sigcse.org/

Top URLs in Tweet in G4:
[1] http://ccfest.rocks
[1] https://twitter.com/i/moments/1046751546992709632
[1] http://ethicaCS.org
[1] https://twitter.com/ed_saber/status/1022279216317046790
[1] https://blueprint.cs4all.nyc/
[1] https://www.acm.org/code-of-ethics
[1] https://twitter.com/theofficialacm/status/1019231577514151936
[1] https://twitter.com/matthew_d_green/status/855782125471227904
[1] https://twitter.com/ed_saber/status/1022272733042954240
[1] https://twitter.com/chriseng/status/913461726963748865

Top URLs in Tweet in G5:
[1] http://www.oxfordhandbooks.com/view/10.1093/oxfordhb/9780198812746.001.0001/oxfordhb-9780198812746-e-35
[1] https://socmedhe18.wordpress.com/session-information/

Top URLs in Tweet in G6:
[1] https://journals.sagepub.com/doi/full/10.1177/1074840716689078

Top URLs in Tweet in G7:
[1] https://twitter.com/AmandaChetwynd1/status/993967061268385793
[1] https://zoom.us/j/164568392
[1] https://twitter.com/AmyWeb99/status/1028154792277946368
[1] https://twitter.com/howard_lyz/status/1054620205639446528
[1] http://www.lancaster.ac.uk/educational-research/

Top URLs in Tweet in G8:
[1] https://twitter.com/tryberg/status/857652090231021569
[1] https://www.ivir.nl/publicaties/download/Global-Online-Piracy-Study.pdf

Top URLs in Tweet in G9:
[1] https://twitter.com/andy_nobes/status/923161245196455936
[1] https://www.triple-c.at/index.php/tripleC/article/view/870/1031
[1] https://www.triple-c.at/index.php/tripleC/article/view/867/1042
[1] https://docs.google.com/document/d/1WQAFUebPx5TNvgUKuIaUFPa80cdBuJhDbhwlh15EHz0/edit#heading=h.dk9mcb7kjq19
[1] https://twitter.com/jasonpriem/status/948853511965609985
[1] https://crl.acrl.org/index.php/crl/article/view/16614
[1] https://www.natureindex.com/news-blog/indias-misfire-on-predatory-publishing-hits-open-access
[1] https://journals.sagepub.com/doi/10.1177/0306312718772086
[1] https://www.scienceopen.com/search#collection/996823e0-8104-4490-b26a-f2f733f810fb
[1] https://twitter.com/Protohedgehog/status/930760667040280576

Top URLs in Tweet in G10:
[1] http://www.espncricinfo.com/story/_/id/19061022/adam-voges-told-end-average-61,-taken-it
[1] https://twitter.com/ShaneWarne/status/1052860006448619520
[1] https://twitter.com/piersmorgan/status/1017141762547167232
[1] http://www.espncricinfo.com/story/_/id/24499489/fresh-corruption-allegations-australian-players-set-aired
[1] https://twitter.com/analytics_jonas?protected_redirect=true
[1] https://twitter.com/DamianRutledge/status/1060127192292646913
[1] http://www.thecricketmonthly.com/story/1174426/who-recently-equalled-the-world-record-for-most-wicketkeeping-dismissals-in-a-test
[1] https://www.playersvoice.com.au/darcy-short-story-of-mitakoodi-man/#OuO2bh3Rj3fXdt1C.97
[1] https://twitter.com/ESPNcricinfo/status/1004601022491254784

Top Domains
Top Domains in Tweet in Entire Graph:
[453] twitter.com
[65] espncricinfo.com
[40] wordpress.com
[37] ac.uk
[35] google.com
[32] co.uk
[27] acm.org
[23] springer.com
[20] tandfonline.com
[20] sciencedirect.com

Top Domains in Tweet in G1:
[354] twitter.com
[63] espncricinfo.com
[27] wordpress.com
[24] google.com
[22] springer.com
[19] ac.uk
[17] linkis.com
[17] sciencedirect.com
[16] co.uk
[15] acm.org

Top Domains in Tweet in G2:
[40] twitter.com
[13] ac.uk
[10] co.uk
[8] nodexlgraphgallery.org
[7] blogspot.com
[6] edtechie.net
[5] mahabali.me
[5] wikipedia.org
[4] wordpress.com
[4] differentreadings.com

Top Domains in Tweet in G3:
[27] twitter.com
[8] wordpress.com
[8] acm.org
[6] youtube.com
[6] google.com
[6] medium.com
[4] ac.uk
[4] co.uk
[3] github.io
[2] tandfonline.com

Top Domains in Tweet in G4:
[10] twitter.com
[1] ccfest.rocks
[1] ethicacs.org
[1] cs4all.nyc
[1] acm.org
[1] vanderbilt.edu
[1] colorado.edu

Top Domains in Tweet in G5:
[1] oxfordhandbooks.com
[1] wordpress.com

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

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

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

Top Domains in Tweet in G9:
[6] twitter.com
[2] triple-c.at
[2] scienceopen.com
[1] google.com
[1] acrl.org
[1] natureindex.com
[1] sagepub.com
[1] figshare.com
[1] wiley.com
[1] tandfonline.com

Top Domains in Tweet in G10:
[5] twitter.com
[2] espncricinfo.com
[1] thecricketmonthly.com
[1] com.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[77] lthechat
[59] aussieed
[59] engagemooc
[47] ethicalcs
[42] hedigid
[38] oep
[33] digciz
[30] sigcse2018
[26] digped
[25] oer18



Top Hashtags in Tweet in G1:
[50] engagemooc
[41] aussieed
[28] sigcse2018
[24] sotlchat
[20] lthechat
[13] sigcse2019
[12] ethicalcs
[10] engvind
[9] oer
[8] lak18

Top Hashtags in Tweet in G2:
[56] lthechat
[35] hedigid
[32] oep
[31] digciz
[20] digped
[13] socmedhe18
[13] oer
[10] clmooc
[10] rhizo15
[10] oer18

Top Hashtags in Tweet in G3:
[6] microbit
[6] csforall
[5] caschat
[3] iticse17
[3] csed
[3] icer2018
[3] msuepet
[2] computing
[2] sigcse2018
[2] stem

Top Hashtags in Tweet in G4:
[35] ethicalcs
[3] csforall
[2] acmcodeofethics
[2] ireadthecode
[1] backtoschoolwithp5js
[1] csta2018
[1] csforallnyc
[1] ilish
[1] maach
[1] oer

Top Hashtags in Tweet in G5:
[4] socmedhe18
[1] socmedhe
[1] harrypotter
[1] lthechat
[1] highered
[1] academia
[1] student
[1] cyber
[1] psychology
[1] cognitive

Top Hashtags in Tweet in G6:
[1] cop

Top Hashtags in Tweet in G7:
[2] lovelancaster
[1] 25years
[1] pgopenday
[1] ice2018

Top Hashtags in Tweet in G8:
[1] nlc2018

Top Hashtags in Tweet in G9:
[1] openscience
[1] engagerdm
[1] acadape
[1] osfair2017
[1] oairony

Top Hashtags in Tweet in G10:
[2] ashes
[2] savaus
[1] pakvaus
[1] superbowl
[1] nzvwi
[1] slveng

Top Words
Top Words in Tweet in Entire Graph:
[4706] Words in Sentiment List#1: Positive
[2182] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Your list of keywords
[109064] Non-categorized Words
[115951] Total Words
[768] lenandlar
[459] arasbozkurt
[456] nomadwarmachine
[396] more
[343] suzankoseoglu

Top Words in Tweet in G1:
[281] more
[271] arasbozkurt
[240] one
[218] out
[209] think
[203] good
[199] much
[198] nomadwarmachine
[195] thanks
[194] now

Top Words in Tweet in G2:
[449] lenandlar
[257] nomadwarmachine
[185] arasbozkurt
[162] suzankoseoglu
[146] bali_maha
[134] koutropoulos
[131] leohavemann
[103] bonstewart
[100] davecormier
[99] suewatling

Top Words in Tweet in G3:
[80] lenandlar
[39] guzdial
[31] students
[28] computing
[28] more
[28] cs
[28] yadavaman
[28] bennytheshap
[27] education
[24] pgbovine

Top Words in Tweet in G4:
[35] #ethicalcs
[20] ethics
[15] lenandlar
[12] cs
[10] amp
[9] next
[8] computing
[7] code
[7] acm_ethics
[7] right

Top Words in Tweet in G5:
[4] #socmedhe18
[4] chri5rowell
[4] jennylewinjones
[4] thespacelathe
[4] warwicklanguage
[4] kerry_truman
[4] clairemtimmins
[4] ntutilt
[4] colinjmitchell
[4] paulfenn16

Top Words in Tweet in G6:
[3] bali_maha
[3] paid
[3] lenandlar
[3] field
[3] jessifer
[2] yes
[2] cost
[2] twitter
[2] data
[2] pay

Top Words in Tweet in G7:
[7] lenandlar
[7] edreslancaster
[4] lancasteruni
[4] learning
[4] link
[3] online
[3] phd
[3] great
[2] congratulations
[2] donpassey

Top Words in Tweet in G9:
[7] access
[6] open
[5] research
[3] oa
[3] need
[3] signatories
[3] using
[3] people
[3] publishers
[3] paywalled

Top Words in Tweet in G10:
[12] test
[6] brydoncoverdale
[5] australia
[4] team
[4] first
[4] australian
[4] cricket
[4] year
[3] side
[3] both

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[119] arasbozkurt,suzankoseoglu
[67] computer,science
[63] moocresearch,tanyalau
[54] very,much
[54] bonstewart,vconnecting
[53] looking,forward
[47] lenandlar,arasbozkurt
[47] nomadwarmachine,lenandlar
[46] tanyalau,bonstewart
[41] open,access

Top Word Pairs in Tweet in G1:
[68] arasbozkurt,suzankoseoglu
[50] very,much
[46] computer,science
[43] looking,forward
[36] suzankoseoglu,arasbozkurt
[34] open,access
[32] thanks,sharing
[26] nomadwarmachine,arasbozkurt
[25] thank,very
[22] much,appreciated

Top Word Pairs in Tweet in G2:
[51] arasbozkurt,suzankoseoglu
[46] moocresearch,tanyalau
[45] nomadwarmachine,lenandlar
[42] lenandlar,arasbozkurt
[39] bonstewart,vconnecting
[35] leohavemann,irenequstewart
[34] suzankoseoglu,leohavemann
[33] tanyalau,bonstewart
[33] lenandlar,nomadwarmachine
[32] lenandlar,koutropoulos

Top Word Pairs in Tweet in G3:
[18] bennytheshap,lsudol
[15] computer,science
[13] yadavaman,bennytheshap
[11] lsudol,jbclements
[10] computing,education
[10] kathifisler,shriramkmurthi
[10] shriramkmurthi,yadavaman
[9] guzdial,pgbovine
[8] cs,ed
[7] education,research

Top Word Pairs in Tweet in G4:
[6] next,up
[5] up,#ethicalcs
[5] computer,science
[5] amp,co
[4] code,ethics
[3] codes,ethics
[3] acm_ethics,jakebask
[3] jakebask,dongotterbarn
[3] dongotterbarn,kirkpams
[3] kirkpams,luke_stark

Top Word Pairs in Tweet in G5:
[4] chri5rowell,jennylewinjones
[4] jennylewinjones,thespacelathe
[4] kerry_truman,clairemtimmins
[4] clairemtimmins,ntutilt
[4] ntutilt,colinjmitchell
[4] colinjmitchell,paulfenn16
[4] paulfenn16,mhawksey
[4] johncoup,lenandlar
[3] thespacelathe,warwicklanguage
[3] warwicklanguage,kerry_truman

Top Word Pairs in Tweet in G7:
[3] lenandlar,edreslancaster
[2] fassresearch_lu,lancasteruni
[2] lenandlar,twitthaus
[2] technology,enhanced
[2] enhanced,learning

Top Word Pairs in Tweet in G9:
[5] open,access

Top Word Pairs in Tweet in G10:
[3] test,team
[2] team,mate
[2] rangana,herath

Top Replied-To
Top Replied-To in Entire Graph:
@lenandlar
@nomadwarmachine
@arasbozkurt
@bali_maha
@koutropoulos
@suzankoseoglu
@espncricinfo
@suesentance
@gailcarmichael
@scottturneruon

Top Replied-To in G1:
@lenandlar
@arasbozkurt
@koutropoulos
@nomadwarmachine
@bali_maha
@suzankoseoglu
@espncricinfo
@suesentance
@gailcarmichael
@danbrettig

Top Replied-To in G2:
@lenandlar
@nomadwarmachine
@bali_maha
@suewatling
@arasbozkurt
@suzankoseoglu
@koutropoulos
@leohavemann
@scottturneruon
@bonstewart

Top Replied-To in G3:
@lenandlar
@guzdial
@shriramkmurthi
@bennytheshap
@yadavaman
@mattersofcs
@andyjko
@austincorgibart
@suesentance
@baggiepr

Top Replied-To in G4:
@lenandlar
@shuchig
@aspittel
@ed_saber
@catherineflick

Top Replied-To in G5:
@warwicklanguage
@socmedhe
@oliviakellyou
@lthechat

Top Replied-To in G6:
@anneperez
@lenandlar
@suzankoseoglu
@bali_maha
@jessifer

Top Replied-To in G7:
@lenandlar

Top Replied-To in G9:
@protohedgehog
@lenandlar
@bali_maha

Top Replied-To in G10:
@brydoncoverdale
@abhi_bhan

Top Mentioned
Top Mentioned in Entire Graph:
@arasbozkurt
@nomadwarmachine
@lenandlar
@suzankoseoglu
@koutropoulos
@leohavemann
@bali_maha
@bonstewart
@davecormier
@suebecks

Top Mentioned in G1:
@arasbozkurt
@suzankoseoglu
@nomadwarmachine
@koutropoulos
@bali_maha
@leohavemann
@suesentance
@bonstewart
@suebecks
@davecormier

Top Mentioned in G2:
@lenandlar
@nomadwarmachine
@arasbozkurt
@suzankoseoglu
@koutropoulos
@leohavemann
@bali_maha
@davecormier
@bonstewart
@suebecks

Top Mentioned in G3:
@guzdial
@yadavaman
@pgbovine
@bennytheshap
@kathifisler
@lsudol
@suesentance
@lenandlar
@shriramkmurthi
@microbit_edu

Top Mentioned in G4:
@acm_ethics
@theofficialacm
@robinsony811
@stoyanoj
@kirkpams
@jakebask
@dongotterbarn
@luke_stark
@martyjwolf
@processingorg

Top Mentioned in G5:
@chri5rowell
@jennylewinjones
@thespacelathe
@kerry_truman
@clairemtimmins
@ntutilt
@colinjmitchell
@paulfenn16
@mhawksey
@johncoup

Top Mentioned in G6:
@bali_maha
@jessifer
@lenandlar
@slamteacher
@sarahlw6
@omerbaykal74
@aslitelli
@colinhickie
@onlinecrslady
@verenanz

Top Mentioned in G7:
@edreslancaster
@lancasteruni
@donpassey
@dr_finn_
@suecranmer
@fassresearch_lu
@twitthaus
@julieannsime
@howard_lyz

Top Mentioned in G8:
@scaprogramme
@cherylhw
@lesliekwchan
@jjkaraganis
@graysouth
@bodobalazs
@petarpjandric
@atarkowski

Top Mentioned in G9:
@codecademy
@andy_nobes
@euombudsman
@fosterscience
@utpjournals
@science_open

Top Mentioned in G10:
@brydoncoverdale

Top Tweeters
Top Tweeters in Entire Graph:
@eraser
@guardian
@nolanews
@raulpacheco
@bar_zie
@thomaspower
@mjoehlerich
@tressiemcphd
@ajenglish
@formerleft

Top Tweeters in G1:
@guardian
@nolanews
@raulpacheco
@thomaspower
@tressiemcphd
@ajenglish
@formerleft
@hertz
@qz
@darrenrovell

Top Tweeters in G2:
@eraser
@bar_zie
@mjoehlerich
@readywriting
@daverage
@cogdog
@zeynep
@trilearning
@bonstewart
@margymaclibrary

Top Tweeters in G3:
@workshopshed
@jeffbigham
@ipl
@clcsimon
@gvwilson
@alfredtwo
@mberry
@hadleywickham
@raspberry_pi
@whaleygeek

Top Tweeters in G4:
@luke_stark
@rptrpn
@acmsigcas
@bkcharvard
@ed_saber
@the_qa_guy
@aspittel
@shiffman
@todd_lash
@catherineflick

Top Tweeters in G5:
@chri5rowell
@kerry_truman
@jasonnurse
@jennylewinjones
@paulfenn16
@thespacelathe
@johncoup
@clairemtimmins
@pressedconf
@socmedhe

Top Tweeters in G6:
@onlinecrslady
@jessifer
@slamteacher
@aslitelli
@anneperez
@ltaub
@cscharber
@colinhickie
@krisisaacson
@sarahlw6

Top Tweeters in G7:
@lancasteruni
@dr_finn_
@gemmaderrick
@suecranmer
@carolynpjackson
@johnkerr001
@edreslancaster
@sandraeflynn
@howard_lyz
@fassresearch_lu

Top Tweeters in G8:
@czernie
@graysouth
@jjkaraganis
@lesliekwchan
@cherylhw
@atarkowski
@scaprogramme
@bodobalazs
@petarpjandric

Top Tweeters in G9:
@protohedgehog
@miketaylor
@science_open
@utpjournals
@codecademy
@andy_nobes
@euombudsman
@fosterscience

Top Tweeters in G10:
@mumdeep
@a4stara
@brydoncoverdale
@joshmaharkness
@abhi_bhan
@brett_hay
@simongreynolds


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