#altc, Twitter, 9/2/2019 3:22:59 PM, 208486


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#altc_2019-09-02_08-11-49.xlsx
#altc_2019-09-02_08-11-49.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 02, 2019
Short Description:
#altc via NodeXL http://bit.ly/2PyZNqA
@a_l_t
@lthechat
@warwicklanguage
@leefallin
@marendeepwell
@yi_shan_tsai
@helenbeetham
@santanuvasant
@francesbell
@sfaulknerpando

Top hashtags:
#altc
#lthechat
#edtech
#femedtech
#eurocall2019
#openedsig
#embed
#lta7

Description:
Description
The graph represents a network of 474 Twitter users whose recent tweets contained "#altc", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 02 September 2019 at 15:14 UTC.

The tweets in the network were tweeted over the 9-day, 7-hour, 33-minute period from Saturday, 24 August 2019 at 07:37 UTC to Monday, 02 September 2019 at 15:11 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 : 474
Unique Edges : 1200
Edges With Duplicates : 1236
Total Edges : 2436
Self-Loops : 278
Reciprocated Vertex Pair Ratio : 0.135265700483092
Reciprocated Edge Ratio : 0.238297872340426
Connected Components : 40
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 423
Maximum Edges in a Connected Component : 2380
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.075033
Graph Density : 0.00628897155243932
Modularity : 0.33701
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[52] https://altc.alt.ac.uk/2019/
[17] https://altc.alt.ac.uk/2019/awardsvoting/
[12] https://marendeepwell.com/?p=2218
[11] https://virtuallyconnecting.org/blog/2019/09/01/virtually-connecting-at-alt2019-altc/
[10] http://femedtech.net/published/data-dialogue-and-doing-in-femedtech-values-development/
[10] https://lthechat.com/2019/08/21/special-altc-edition-of-lthechat-28-august-2019-8pm/
[8] https://www.alt.ac.uk/news/all_news/call-papers-research-learning-technology-special-collection-mobile-mixed-reality-0
[7] https://media.ed.ac.uk/media/1_8635rogy
[6] http://dlvr.it/RCJl0h
[6] https://altc.alt.ac.uk/blog/2019/09/what-makes-a-learning-technologist-part-1-of-4-job-titles/

Top URLs in Tweet in G1:
[8] https://lthechat.com/2019/08/21/special-altc-edition-of-lthechat-28-august-2019-8pm/
[6] https://marendeepwell.com/?p=2218
[4] https://virtuallyconnecting.org/blog/2019/09/01/virtually-connecting-at-alt2019-altc/
[4] https://altc.alt.ac.uk/2019/
[3] https://www.mindmeister.com/1319796104?t=Z97TAl37gb
[3] http://blog.edtechie.net/category/25yearsedtech/
[3] https://twitter.com/LTHEchat/status/1166787551128162304
[3] https://education.microsoft.com/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208061
[3] https://twitter.com/LTHEchat/status/1166789943957577728

Top URLs in Tweet in G2:
[5] https://www.alt.ac.uk/news/all_news/call-papers-research-learning-technology-special-collection-mobile-mixed-reality-0
[4] https://www.alt.ac.uk/about-alt/how-we-are-governed/agm
[4] https://altc.alt.ac.uk/2019/awardsvoting/
[3] http://dlvr.it/RCJl0h
[3] https://twitter.com/EmpowerWithTech/status/1164931148209954819
[3] https://twitter.com/marendeepwell/status/1168223690443677696
[3] https://www.nearfutureteaching.ed.ac.uk/outcomes/
[3] https://twitter.com/A_L_T/status/1165927162190409729
[3] https://www.cengage.co.uk/education/student_voices/?utm_source=Twitter&utm_medium=EMEA&utm_campaign=11.08.19
[2] https://altc.alt.ac.uk/2019/

Top URLs in Tweet in G3:
[45] https://altc.alt.ac.uk/2019/
[4] https://ammienoot.com/brain-fluff/alt-c-2019-ethical-edtech/
[4] https://media.ed.ac.uk/media/1_8635rogy
[1] http://dlvr.it/RCJl0h
[1] https://twitter.com/HoneybHighton/status/1167432721687285760
[1] https://twitter.com/HoneybHighton/status/1167432197013463041
[1] https://www.flickr.com/photos/interactive-content/albums/72157677872336117
[1] https://twitter.com/smythkrs/status/1168094892041678856
[1] https://virtuallyconnecting.org/blog/2019/09/01/virtually-connecting-at-alt2019-altc/
[1] https://www.alt.ac.uk/news/all_news/call-papers-research-learning-technology-special-collection-mobile-mixed-reality-0

Top URLs in Tweet in G4:
[1] https://altc.alt.ac.uk/2019/sessions/a-116/
[1] https://altc.alt.ac.uk/2019/remote-participation/
[1] https://marendeepwell.com/?p=2218
[1] https://www.sussex.ac.uk/about/jobs/learning-technologist-2190
[1] https://twitter.com/Distance_E/status/1166056647149514753
[1] https://altc.alt.ac.uk/2019/news/guest-post-virtual-participation-at-altc19-by-frances-bell/
[1] https://wcol2019.ie/virtual-papers/

Top URLs in Tweet in G5:
[2] https://twitter.com/VConnecting/status/1168084858171731968
[2] https://marendeepwell.com/?p=2218
[2] https://virtuallyconnecting.org/blog/2019/09/01/virtually-connecting-at-alt2019-altc/
[2] https://altc.alt.ac.uk/2019/speakers/laura-czerniewicz/
[2] https://twitter.com/Czernie/status/1167269061547438080
[1] https://hewn.substack.com/p/hewn-no-319?utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://altc.alt.ac.uk/2019/
[1] https://altc.alt.ac.uk/2019/sessions/open-education-sig/
[1] https://twitter.com/MarenDeepwell/status/1168116860858064896
[1] https://altc.alt.ac.uk/2019/news/guest-post-virtual-participation-at-altc19-by-frances-bell/

Top URLs in Tweet in G6:
[10] https://altc.alt.ac.uk/2019/awardsvoting/
[1] https://twitter.com/LTHEchat/status/1166797759959240711
[1] https://twitter.com/LTHEchat/status/1166800370678542337
[1] https://nuzzel.com/TheWayneGibbons/2019/08/31?utm_medium=referral&utm_campaign=ashare&utm_source=twitter
[1] https://virtuallyconnecting.org/blog/2019/09/01/virtually-connecting-at-alt2019-altc/
[1] https://altc.alt.ac.uk/2019/remote-participation/#gref
[1] https://twitter.com/robtreharne/status/1168506633326141440
[1] https://docs.google.com/presentation/d/e/2PACX-1vRVXs_1bQw9fY8mqeWn19MzspedUbsWRWe-Qd2W-Xuc5TJ8wvMggOHTQCnniuSbvCJewnpas-5jU3di/pub?start=false&loop=false&delayms=3000
[1] https://www.memozing.com/
[1] https://elearningstuff.net/2019/09/02/the-vle-is-still-dead-altc/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[7] http://femedtech.net/published/data-dialogue-and-doing-in-femedtech-values-development/
[3] https://twitter.com/ivankutil/status/1165520315981750272
[3] https://thenextweb.com/eu/2019/08/27/facial-recognition-in-schools-leads-to-swedens-first-gdpr-fine/?utm_source=t.co&utm_medium=referral&utm_content=Facial%20recognition%20in%20schools%20leads%20to%20Sweden%E2%80%99s%20first%20GDPR%20fine&utm_campaign=share%2Bbutton
[2] https://marendeepwell.com/?p=2218
[2] https://virtuallyconnecting.org/blog/2019/09/01/virtually-connecting-at-alt2019-altc/
[2] https://altc.alt.ac.uk/2019/news/guest-post-virtual-participation-at-altc19-by-frances-bell/
[1] http://lornamcampbell.org/higher-education/looking-forward-to-altc-wikimedia-academic-blogging-and-creative-engagement-with-oer/
[1] https://twitter.com/A_L_T/status/1164528665826226176
[1] https://twitter.com/ammienoot/status/1168229447415291904
[1] http://dlvr.it/RCJl0h

Top URLs in Tweet in G8:
[5] https://altc.alt.ac.uk/blog/2019/09/what-makes-a-learning-technologist-part-1-of-4-job-titles/
[2] https://altc.alt.ac.uk/2019/sessions/a-075/
[1] https://altc.alt.ac.uk/2019/awardsvoting/
[1] http://oldsite.alt.ac.uk/altc2006/about_the_venue.html
[1] https://altc.alt.ac.uk/2019/sessions/a-174/
[1] https://www.magonlinelibrary.com/doi/abs/10.12968/bjnn.2019.15.4.190?journalCode=bjnn&cookieSet=1
[1] https://www.youtube.com/watch?v=Z_K8MG-FYZg&app=desktop

[1] https://twitter.com/clareriley100/status/1166409010486136835
[1] https://altc.alt.ac.uk/2019/sessions/a-011/
[1] https://danielscott86.blogspot.com/p/reading.html

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=2bwAwkPkDqc&feature=youtu.be


Top URLs in Tweet in G10:
[3] http://www.ajenterprises.co.uk/events/

Top Domains
Top Domains in Tweet in Entire Graph:
[156] ac.uk
[100] twitter.com
[24] dlvr.it
[12] marendeepwell.com
[12] femedtech.net
[12] virtuallyconnecting.org
[12] lthechat.com
[9] co.uk
[6] nuzzel.com
[5] elearningstuff.net

Top Domains in Tweet in G1:
[46] twitter.com
[26] ac.uk
[9] lthechat.com
[8] dlvr.it
[6] marendeepwell.com
[5] virtuallyconnecting.org
[5] nuzzel.com
[4] nodexlgraphgallery.org
[3] mindmeister.com
[3] edtechie.net

Top Domains in Tweet in G2:
[39] ac.uk
[19] twitter.com
[12] dlvr.it
[3] lthechat.com
[3] myshowcase.me
[3] youtube.com
[3] co.uk
[2] google.com
[2] lornamcampbell.org
[2] blogspot.com

Top Domains in Tweet in G3:
[50] ac.uk
[4] ammienoot.com
[3] twitter.com
[2] dlvr.it
[1] flickr.com
[1] virtuallyconnecting.org

Top Domains in Tweet in G4:
[4] ac.uk
[1] marendeepwell.com
[1] twitter.com
[1] wcol2019.ie

Top Domains in Tweet in G5:
[8] twitter.com
[5] ac.uk
[2] marendeepwell.com
[2] virtuallyconnecting.org
[2] femedtech.net
[1] substack.com
[1] dlvr.it
[1] springer.com
[1] unbundleduni.com

Top Domains in Tweet in G6:
[11] ac.uk
[3] twitter.com
[2] elearningstuff.net
[1] nuzzel.com
[1] virtuallyconnecting.org
[1] google.com
[1] memozing.com

Top Domains in Tweet in G7:
[13] twitter.com
[7] femedtech.net
[4] ac.uk
[3] thenextweb.com
[2] marendeepwell.com
[2] virtuallyconnecting.org
[1] lornamcampbell.org
[1] dlvr.it
[1] vecteezy.com
[1] spreaker.com

Top Domains in Tweet in G8:
[11] ac.uk
[2] blogspot.com
[1] magonlinelibrary.com
[1] youtube.com
[1] twitter.com
[1] co.uk

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

Top Domains in Tweet in G10:
[3] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1059] altc
[371] lthechat
[59] edtech
[33] femedtech
[32] eurocall2019
[31] openedsig
[12] embed
[11] lta7
[11] holographicacademic
[11] tags



Top Hashtags in Tweet in G1:
[495] altc
[342] lthechat
[28] edtech
[24] eurocall2019
[11] femedtech
[11] holographicacademic
[10] tags
[8] openedsig
[6] go_gn
[4] cmalt

Top Hashtags in Tweet in G2:
[223] altc
[12] edtech
[11] embed
[6] eurocall2019
[6] lthechat
[6] conference
[5] openedsig
[5] edinburgh
[5] digitalsolutions
[4] altccrossword

Top Hashtags in Tweet in G3:
[82] altc
[4] learninganalytics
[4] drone
[2] ukoer
[1] femedtech
[1] etug
[1] mediaproduction
[1] wehavegreatstuff
[1] ccby
[1] lthechat

Top Hashtags in Tweet in G4:
[51] altc
[5] lthechat
[4] legoseriousplay
[2] globalchangemakers
[2] raise19
[1] openedsig
[1] wcol2019
[1] legoinhe

Top Hashtags in Tweet in G5:
[54] altc
[16] openedsig
[10] femedtech
[6] oer
[6] opendata
[5] opened
[3] lthechat
[3] iuadiged
[2] femetech
[1] openeducation

Top Hashtags in Tweet in G6:
[32] altc
[6] lta7
[5] lta10
[3] edtech
[2] lta9
[2] lthechat
[2] edapp
[2] vle
[1] lta3
[1] lta6

Top Hashtags in Tweet in G7:
[47] altc
[11] lthechat
[10] femedtech
[2] edtech
[2] cmalt
[2] oer19
[1] eurocall2019
[1] femetech
[1] seda
[1] outofpractice

Top Hashtags in Tweet in G8:
[36] altc
[12] edtech
[6] elearning
[5] he
[5] teacherprep
[5] studying
[5] digitalskills
[5] teachertraining
[3] digitalcapability
[3] mieexpert

Top Hashtags in Tweet in G9:
[10] altc
[10] sheilaproject
[9] lta1

Top Hashtags in Tweet in G10:
[1] altc

Top Words
Top Words in Tweet in Entire Graph:
[1032] Words in Sentiment List#1: Positive
[238] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[29166] Non-categorized Words
[30436] Total Words
[1275] #altc
[416] #lthechat
[243] learning
[198] lthechat
[195] conference

Top Words in Tweet in G1:
[567] #altc
[380] #lthechat
[190] lthechat
[109] learning
[103] technology
[61] s
[60] nomadwarmachine
[57] cpjobling
[55] students
[49] a_l_t

Top Words in Tweet in G2:
[277] #altc
[68] a_l_t
[62] conference
[52] edinburgh
[45] learning
[38] 2019
[36] alt
[36] week
[36] next
[32] looking

Top Words in Tweet in G3:
[101] #altc
[47] uoe_ltw
[37] present
[25] edinburgh
[25] conference
[19] looking
[19] forward
[18] alt
[18] learning
[16] 2019

Top Words in Tweet in G4:
[60] #altc
[24] learning
[18] conference
[12] t
[11] a_l_t
[10] edinburgh
[9] forward
[9] see
[8] week
[8] find

Top Words in Tweet in G5:
[81] #altc
[20] new
[16] open
[16] #openedsig
[16] #oer
[15] a_l_t
[15] special
[15] week
[15] czernie
[14] welcome

Top Words in Tweet in G6:
[32] #altc
[14] vote
[14] community
[14] awards
[10] find
[10] out
[10] more
[7] edinburgh
[6] #lta7
[5] #lta10

Top Words in Tweet in G7:
[69] #altc
[18] conference
[13] post
[12] data
[11] s
[11] #femedtech
[11] #lthechat
[9] alt
[9] dialogue
[8] participate

Top Words in Tweet in G8:
[43] #altc
[28] learning
[20] gt
[13] technologist
[13] #edtech
[10] #he
[9] edinburgh
[9] job
[8] a_l_t
[8] #fe

Top Words in Tweet in G9:
[18] #sheilaproject
[18] vote
[10] #altc
[9] forget
[9] using
[9] #lta1
[9] send
[9] message
[9] ltawards
[9] alt

Top Words in Tweet in G10:
[6] events
[3] 10
[3] learning
[3] skills
[3] week's
[3] calendar
[3] scqfpartnership
[3] skillsdevscot
[3] dywedinmideast
[3] edinburghcoll

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[210] #lthechat,#altc
[164] #altc,#lthechat
[85] looking,forward
[77] annual,conference
[71] learning,technology
[70] next,week
[41] alt,annual
[40] #altc,uoe_ltw
[37] uoe_ltw,present
[36] data,dialogue

Top Word Pairs in Tweet in G1:
[198] #lthechat,#altc
[150] #altc,#lthechat
[44] learning,technology
[24] annual,conference
[23] dale_munday,lthechat
[20] special,#altc
[20] lthechat,a1
[19] lthechat,a6
[18] #eurocall2019,#altc
[17] looking,forward

Top Word Pairs in Tweet in G2:
[28] next,week
[27] looking,forward
[24] annual,conference
[13] maturity,model
[13] model,blended
[13] blended,education
[13] a_l_t,annual
[12] community,choice
[11] choice,awards
[10] #altc,#embed

Top Word Pairs in Tweet in G3:
[40] #altc,uoe_ltw
[37] uoe_ltw,present
[19] looking,forward
[10] gasta,talk
[10] alt,annual
[10] annual,conference
[10] conference,2019
[9] 2019,data
[9] data,dialogue
[9] dialogue,doing

Top Word Pairs in Tweet in G4:
[8] find,out
[8] learning,technology
[7] looking,forward
[7] week,t
[5] annual,learning
[5] technology,conference
[5] conference,a_l_t
[5] a_l_t,takes
[5] takes,place
[5] place,next

Top Word Pairs in Tweet in G5:
[14] #openedsig,#altc
[12] brand,new
[12] a_l_t,open
[12] open,education
[11] hello,everyone
[11] everyone,welcome
[11] welcome,brand
[11] new,account
[11] account,a_l_t
[11] education,special

Top Word Pairs in Tweet in G6:
[14] vote,#altc
[14] #altc,community
[14] community,awards
[10] find,out
[10] out,more
[6] awards,#lta7
[4] awards,#lta10
[4] #lta10,find
[2] awards,#lta9
[2] #lta9,find

Top Word Pairs in Tweet in G7:
[7] want,participate
[7] participate,values
[7] values,development
[7] development,#femedtech
[7] #femedtech,dialogue
[7] dialogue,data
[7] data,post
[7] post,writing
[7] writing,#altc
[7] annual,conference

Top Word Pairs in Tweet in G8:
[9] learning,technologist
[8] technologist,gt
[6] #edtech,#elearning
[5] makes,learning
[5] those,doing
[5] doing,#teacherprep
[5] #teacherprep,#studying
[5] #studying,towards
[5] towards,#edtech
[5] #elearning,#digitalskills

Top Word Pairs in Tweet in G9:
[9] #sheilaproject,forget
[9] forget,vote
[9] vote,using
[9] using,#lta1
[9] #lta1,#altc
[9] #altc,send
[9] send,message
[9] message,ltawards
[9] ltawards,vote
[9] vote,alt

Top Word Pairs in Tweet in G10:
[3] 10,learning
[3] learning,skills
[3] skills,events
[3] events,week's
[3] week's,calendar
[3] calendar,scqfpartnership
[3] scqfpartnership,skillsdevscot
[3] skillsdevscot,dywedinmideast
[3] dywedinmideast,edinburghcoll
[3] edinburghcoll,a_l_t

Top Replied-To
Top Replied-To in Entire Graph:
@lthechat
@nomadwarmachine
@cpjobling
@leefallin
@a_l_t
@charlesknight
@debbaff
@marendeepwell
@dompates
@sfaulknerpando

Top Replied-To in G1:
@lthechat
@cpjobling
@leefallin
@nomadwarmachine
@marendeepwell
@charlesknight
@dompates
@sfaulknerpando
@debbaff
@kiusum

Top Replied-To in G2:
@a_l_t
@eurocall2019
@sbayne
@dompates
@diogocasanova
@pjrayment
@stitchinoz
@samwisefox
@ammienoot
@hrgore

Top Replied-To in G3:
@hopkinsdavid
@ammienoot
@honeybhighton

Top Replied-To in G4:
@debbaff
@sfaulknerpando
@safiabarikzai
@sheilmcn
@suebecks
@hack_kay
@profsallybrown
@kiusum
@alexgspiers

Top Replied-To in G5:
@sheilmcn

Top Replied-To in G7:
@lthechat
@lornamcampbell
@mhawksey
@nomadwarmachine
@elizabethecharl

Top Replied-To in G8:
@krisedtech
@a_l_t
@mattlingard
@yi_shan_tsai
@_daniel_scott

Top Replied-To in G9:
@a_l_t

Top Mentioned
Top Mentioned in Entire Graph:
@a_l_t
@lthechat
@uoe_ltw
@marendeepwell
@nomadwarmachine
@cpjobling
@suebecks
@dale_munday
@scotlandlouise
@debbaff

Top Mentioned in G1:
@lthechat
@a_l_t
@nomadwarmachine
@cpjobling
@marendeepwell
@dale_munday
@suebecks
@kiusum
@charlesknight
@santanuvasant

Top Mentioned in G2:
@a_l_t
@edinburghuni
@marendeepwell
@uel_news
@edinadigital
@scotlandlouise
@samwisefox
@qualichain
@kmiou
@ucisa

Top Mentioned in G3:
@uoe_ltw
@scotlandlouise
@ontasklearning
@edtechfactotum
@kaltura
@media_hopper
@smythkrs
@edinburghuni
@a_l_t
@apereo

Top Mentioned in G4:
@a_l_t
@uohacademy
@inventeurs_
@inspiringteach
@padlet
@visualthinkery
@helenbeetham
@jisc
@sussextel
@grassmkthotel

Top Mentioned in G5:
@a_l_t
@czernie
@vconnecting
@warwicklanguage
@scotlandlouise
@suebecks
@oelmann_richard
@femedtech
@leohavemann
@t1mc

Top Mentioned in G7:
@a_l_t
@francesbell
@etug
@fiona_m_jones
@slowtech2000
@ascilite
@ucisa
@iltatweets
@educause
@katemfd

Top Mentioned in G8:
@_daniel_scott
@a_l_t
@ldtool
@krisedtech
@diogocasanova
@microsoftedu
@honeybhighton
@scotlandlouise
@sheilmcn
@scottuhi

Top Mentioned in G9:
@solaresearch
@dgasevic
@laceproject
@eddiged
@diogocasanova

Top Mentioned in G10:
@scqfpartnership
@skillsdevscot
@dywedinmideast
@edinburghcoll
@a_l_t
@pedagoosow
@youthlinkscot
@ucas_corporate
@samemusedscot
@slplearn

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@tim_fargo
@anacristinaprts
@donnalanclos
@snigskitchen
@hallymk1
@scalarhumanity
@margymaclibrary
@sardimperium
@stevewheeler

Top Tweeters in G1:
@donnalanclos
@snigskitchen
@industryai
@warwicklanguage
@scottturneruon
@iainmacl
@hopkinsdavid
@proftomcrick
@suebecks
@s_j_lancaster

Top Tweeters in G2:
@tim_fargo
@scalarhumanity
@sardimperium
@catspyjamasnz
@jamesclay
@wfvanvalkenburg
@parboo
@scotedublogs
@fullnam35087976
@lawrie

Top Tweeters in G3:
@edinburghwatch
@cleardiff
@psychemedia
@onlinecrslady
@catherinecronin
@peteqconsult
@horrocks_simon
@debbieholley1
@iandolphin24
@kevingashley

Top Tweeters in G4:
@jisc
@ghizzi_d
@ronald_2008
@neilwithnell
@drdjwalker
@sarahknight
@alexgspiers
@sfaulknerpando
@bigbadbuckley
@edualliancenews

Top Tweeters in G5:
@sheilmcn
@gravesle
@jessifer
@marloft
@kshjensen
@sharonlflynn
@sumingkhoo
@oelmann_richard
@leohavemann
@glasgow_watch

Top Tweeters in G6:
@wrubens
@memozing
@chalkpete
@heywayne
@sverjans
@xarahc
@0x4c41
@isleofwight_zoo
@joneseclaire
@agentramsay

Top Tweeters in G7:
@anacristinaprts
@hallymk1
@margymaclibrary
@tweetinchar
@_valeriei
@lornamcampbell
@katemfd
@francesbell
@mhawksey
@voicedcanada

Top Tweeters in G8:
@stevewheeler
@microsoftedu
@markj_ohnson
@uclanhealth
@mattlingard
@edubot_he
@dustinhosseini
@helenmd
@acrawford100
@realtimeedu

Top Tweeters in G9:
@aneesha
@danielamof
@flaterik3
@dgasevic
@jtdellinger
@aldous2018
@laceproject
@m_a_s_c
@yi_shan_tsai
@solaresearch

Top Tweeters in G10:
@youthlinkscot
@skillsdevscot
@slplearn
@scqfpartnership
@informedscot
@edinburghcoll
@samemusedscot
@ucas_corporate
@dywedinmideast
@scotdeclearning


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