#altc, Twitter, 7/10/2019 6:13:09 PM, 202677


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#altc_2019-07-10_10-58-21.xlsx
#altc_2019-07-10_10-58-21.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 10, 2019
Short Description:
#altc via NodeXL http://bit.ly/2YLq31h
@a_l_t
@chrislearntech
@warwicklanguage
@johncoup
@mattlingard
@alexgspiers
@cityunilead
@marendeepwell
@howardlramsay
@mhawksey

Top hashtags:
#altc
#edtech
#telfest
#highereducation
#uclandigilearn
#openedsig
#lthechat

Description:
Description
The graph represents a network of 351 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 Wednesday, 10 July 2019 at 18:08 UTC.

The tweets in the network were tweeted over the 9-day, 3-hour, 52-minute period from Monday, 01 July 2019 at 13:32 UTC to Wednesday, 10 July 2019 at 17:25 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 : 351
Unique Edges : 733
Edges With Duplicates : 321
Total Edges : 1054
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0.0864864864864865
Reciprocated Edge Ratio : 0.159203980099502
Connected Components : 11
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 337
Maximum Edges in a Connected Component : 1038
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.106917
Graph Density : 0.00654456654456654
Modularity : 0.501321
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://altc.alt.ac.uk/2019/registration/
[20] https://altc.alt.ac.uk/2019/news/altc-2019-annual-conference-programme-announced/
[9] https://altc.alt.ac.uk/2019/programme/
[8] https://strathvacancies.engageats.co.uk/ViewAttachment.aspx?enc=jmxpV+AcVus8i/wvT3FZXrrCOvCUGNWd9uca/tGZrAITAAGsyzrpruWFHzf0K8lek31BL4zLC7Aw5JbNCK6gmcLl0vEakALyfaW+z9BpdJHp94oMW9K6gPvx1gYoOvAk
[7] https://altc.alt.ac.uk/2019/
[7] https://www.sheffield.ac.uk/telfest/live
[6] https://www.dontwasteyourtime.co.uk/elearning/maren-deepwell-altc/
[5] https://twitter.com/SocMedHE/status/1147115391782662144
[5] https://tnw.to/0VMyq
[5] http://dlvr.it/R7sVYQ

Top URLs in Tweet in G1:
[14] https://altc.alt.ac.uk/2019/registration/
[7] https://altc.alt.ac.uk/2019/news/altc-2019-annual-conference-programme-announced/
[6] https://www.dontwasteyourtime.co.uk/elearning/maren-deepwell-altc/
[5] https://altc.alt.ac.uk/2019/
[4] https://altc.alt.ac.uk/2019/sessions/a-050/
[3] https://www.alt.ac.uk/about-alt/who-we-are/roles-available-within-alt
[3] https://www.alt.ac.uk/civicrm/event/info%3Fid%3D440%26amp%3Breset%3D1
[3] http://dlvr.it/R84LHb
[3] https://www.elearninglearning.com/go/r/0/a/10798892/e/328515?utm_source=dlvr.it&utm_medium=twitter
[2] http://dlvr.it/R7pJTx

Top URLs in Tweet in G2:
[5] https://altc.alt.ac.uk/2019/news/altc-2019-annual-conference-programme-announced/
[4] https://altc.alt.ac.uk/2019/registration/
[3] https://twitter.com/SocMedHE/status/1147115391782662144
[2] https://www.sciencedirect.com/science/article/pii/S0360131519301575
[2] http://events.arts.ac.uk/event/2019/7/10/UAL-Teaching-Platform-Networked-Making-new-modes-of-learning/
[1] https://ual.tal.net/vx/lang-en-GB/mobile-0/appcentre-1/brand-1/xf-af057a9ec736/candidate/so/pm/6/pl/1/opp/5361-Technology-Enhanced-Learning-TEL-Coordinator/en-GB
[1] https://twitter.com/mattlingard/status/1148251543663271938
[1] http://www.tiki-toki.com/timeline/entry/50469/M25LTG-History
[1] https://www.timeshighereducation.com/news/accept-lecture-capture-despite-attendance-drop-says-dean
[1] https://www.instagram.com/p/Bw64utnl-w_/?utm_source=ig_web_copy_link

Top URLs in Tweet in G3:
[1] https://twitter.com/acbmidwife/status/1146440943526207488
[1] https://altc.alt.ac.uk/2019/programme/#/day2
[1] http://repository.jisc.ac.uk/7455/1/enhance-student-progression-and-employability-with-e-portfolios.pdf
[1] https://teltblog.uclan.ac.uk/2019/02/13/how-can-technology-support-inclusive-and-participatory-learning/
[1] https://digitaleducation96.wordpress.com/2019/07/04/evolving-from-a-virtual-learning-environment-to-a-hybrid-learning-environment/
[1] https://altc.alt.ac.uk/2019/programme/

Top URLs in Tweet in G4:
[5] https://altc.alt.ac.uk/2019/programme/
[5] https://altc.alt.ac.uk/2019/news/altc-2019-annual-conference-programme-announced/
[4] https://tnw.to/0VMyq
[2] http://blog.edtechie.net/ou/flexibility-as-a-key-benefit-of-open/
[2] https://blog.ouseful.info/2019/07/09/fragment-reversionable-open-educational-resources/
[2] https://twitter.com/MarenDeepwell/status/1144515157802016768
[2] https://altc.alt.ac.uk/2019/registration/
[1] https://twitter.com/A_L_T/status/1148502336106631168
[1] https://twitter.com/A_L_T/status/1148864747162521602
[1] https://www.lireo.com/top-takeaways-from-zoom-accessibility-webinar/

Top URLs in Tweet in G5:
[2] https://read.bookcreator.com/czHiWg1mbURBt6XGEriXdgYJEr62/j09MDQqZTXGthHfmyzsU0Q
[2] https://twitter.com/EdTechYogi/status/1145686314517499904
[2] https://twitter.com/dubdonaldson/status/1145988920125067264
[2] https://altc.alt.ac.uk/2019/registration/
[2] https://altc.alt.ac.uk/2019/programme/#/day1
[1] https://news.media-and-learning.eu/newsletter/july-2019/
[1] https://twitter.com/samwisefox/status/1145627377650872320
[1] https://twitter.com/mariekeguy/status/1145691818455121921
[1] https://twitter.com/_CWilkinson/status/1145989763926769664
[1] https://teresa-nextsteps.blogspot.com/2019/07/on-sustainability-of-teaching.html

Top URLs in Tweet in G6:
[7] https://www.sheffield.ac.uk/telfest/live
[2] https://altc.alt.ac.uk/2019/news/altc-2019-annual-conference-programme-announced/
[1] https://twitter.com/echo360/status/1146042256249577474
[1] https://twitter.com/Dan_LXIX/status/1145990482406838273
[1] https://www.jisc.ac.uk/training/accessibility-drop-in-clinic#
[1] https://www.alt.ac.uk/news/all_news/call-expressions-interest-chair-2020-alt-annual-conference

Top URLs in Tweet in G7:
[1] https://altc.alt.ac.uk/2019/
[1] https://altc.alt.ac.uk/2019/sessions/a-062/
[1] http://dlvr.it/R7sVYQ
[1] http://dlvr.it/R84LH7
[1] https://www.alt.ac.uk/news/all_news/call-expressions-interest-chair-2020-alt-annual-conference

Top URLs in Tweet in G8:
[1] https://podcasts.apple.com/gb/podcast/the-edtech-podcast/id1107282759?mt=2
[1] https://edtechmagazine.com/higher/article/2019/05/2019-deans-list-edtechs-30-must-read-higher-education-it-influencers
[1] https://altc.alt.ac.uk/2019/programme/

Top URLs in Tweet in G9:
[7] https://strathvacancies.engageats.co.uk/ViewAttachment.aspx?enc=jmxpV+AcVus8i/wvT3FZXrrCOvCUGNWd9uca/tGZrAITAAGsyzrpruWFHzf0K8lek31BL4zLC7Aw5JbNCK6gmcLl0vEakALyfaW+z9BpdJHp94oMW9K6gPvx1gYoOvAk
[1] https://strathvacancies.engageats.co.uk/ViewAttachment.aspx?enc=jmxpV+AcVus8i/wvT3FZXrrCOvCUGNWd9uca/tGZrAITAAGsyzrpruWFHzf0K8leAGOu+SiTi0HV7gx+TxJs5e1dQyDuQBmBNmrq6eYI+eI85qLZmKBbQW44viUK3uKG
[1] https://www.youtube.com/watch?v=c3b0g_nOEZc&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://uelcelt.wordpress.com

Top Domains
Top Domains in Tweet in Entire Graph:
[122] ac.uk
[49] twitter.com
[18] co.uk
[15] dlvr.it
[5] tnw.to
[3] myshowcase.me
[3] elearninglearning.com
[3] sciencedirect.com
[3] ouseful.info
[3] edtechie.net

Top Domains in Tweet in G1:
[52] ac.uk
[19] twitter.com
[10] dlvr.it
[9] co.uk
[3] elearninglearning.com
[3] myshowcase.me
[2] edutalk.info
[1] playthinklearn.net
[1] blogspot.com
[1] sciencedirect.com

Top Domains in Tweet in G2:
[15] ac.uk
[4] twitter.com
[2] sciencedirect.com
[1] tal.net
[1] tiki-toki.com
[1] timeshighereducation.com
[1] instagram.com
[1] co.uk
[1] dlvr.it

Top Domains in Tweet in G3:
[4] ac.uk
[1] twitter.com
[1] wordpress.com

Top Domains in Tweet in G4:
[17] ac.uk
[8] twitter.com
[4] tnw.to
[2] edtechie.net
[2] ouseful.info
[1] lireo.com
[1] tobiasrevell.com
[1] edutalk.cc

Top Domains in Tweet in G5:
[9] twitter.com
[6] ac.uk
[2] bookcreator.com
[2] dlvr.it
[1] media-and-learning.eu
[1] blogspot.com
[1] youtube.com

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

Top Domains in Tweet in G7:
[3] ac.uk
[2] dlvr.it

Top Domains in Tweet in G8:
[1] apple.com
[1] edtechmagazine.com
[1] ac.uk

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[350] altc
[24] edtech
[22] telfest
[14] highereducation
[11] uclandigilearn
[9] openedsig
[9] lthechat
[8] femedtech
[8] m25ltg
[7] accessibility



Top Hashtags in Tweet in G1:
[165] altc
[6] edtech
[5] femedtech
[3] playlearn19
[3] openedsig
[3] m25ltg
[2] telfest
[2] virtualteams
[2] student
[2] openaccess

Top Hashtags in Tweet in G2:
[35] altc
[5] m25ltg
[3] lipasocial
[3] edtech
[3] melsig
[1] ualplatform
[1] highered
[1] lthe
[1] acj
[1] learningtechnologist

Top Hashtags in Tweet in G3:
[11] uclandigilearn
[11] altc
[10] edtech
[6] highereducation
[6] mieexpert
[5] digitalcapability
[5] digitaluclan
[5] teamsuniversity
[4] ltconf19
[4] microsoftedu

Top Hashtags in Tweet in G4:
[46] altc
[4] openedsig
[3] oer19
[3] oer20
[3] workshoptilyoudrop
[2] virtualteams
[2] accessibility
[2] a11y
[2] learningatcity19
[2] activemobilelearning

Top Hashtags in Tweet in G5:
[32] altc
[4] teachinghe
[4] virtualexchange
[3] edtech
[3] accessibility
[3] learningatcity19
[2] eportfolios
[2] employabililty
[2] mahara
[2] assessement

Top Hashtags in Tweet in G6:
[20] telfest
[16] altc
[5] lthechat
[3] lecturecapture
[2] highered
[2] encore
[1] accessibility
[1] a11y
[1] activelearning

Top Hashtags in Tweet in G7:
[10] altc
[1] teachinghe
[1] data
[1] dialogue
[1] doing

Top Hashtags in Tweet in G8:
[6] highereducation
[4] altc
[2] lovehe
[1] lthechat
[1] highered
[1] edtech

Top Hashtags in Tweet in G9:
[1] altc

Top Hashtags in Tweet in G10:
[3] mondaymotivation
[3] academictwitter
[3] uelltsymp19
[1] altc

Top Words
Top Words in Tweet in Entire Graph:
[370] Words in Sentiment List#1: Positive
[39] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[11144] Non-categorized Words
[11553] Total Words
[350] #altc
[178] conference
[151] a_l_t
[139] 2019
[128] annual

Top Words in Tweet in G1:
[165] #altc
[81] a_l_t
[79] conference
[61] 2019
[58] annual
[47] now
[38] register
[33] alt
[29] out
[28] 2nd

Top Words in Tweet in G2:
[49] mattlingard
[35] #altc
[30] more
[21] a_l_t
[19] lcclondon
[19] digital
[16] vacancy
[16] tel
[16] coordinator
[16] 0

Top Words in Tweet in G3:
[30] learning
[24] environment
[19] chrislearntech
[18] looking
[13] dale_munday
[12] evolving
[12] virtual
[12] hybrid
[12] possibilities
[11] #uclandigilearn

Top Words in Tweet in G4:
[53] conference
[46] #altc
[39] 2019
[31] annual
[26] a_l_t
[22] alt
[19] july
[18] time
[17] wednesday
[16] edutalkr

Top Words in Tweet in G5:
[32] #altc
[9] conference
[8] 2019
[7] a_l_t
[7] annual
[6] more
[6] angel
[5] open
[5] now
[5] cityunilead

Top Words in Tweet in G6:
[28] johncoup
[20] #telfest
[17] t
[16] #altc
[14] live
[14] sheffielduni
[13] programme
[13] don
[13] miss
[12] today

Top Words in Tweet in G7:
[10] #altc
[7] a_l_t
[6] conference
[5] edinburghuni
[5] open
[5] 2019
[4] delighted
[4] talking
[4] supporting
[4] creative

Top Words in Tweet in G8:
[8] edtech
[6] podcastedtech
[6] thanks
[6] eaztweets
[6] edtech_highered
[6] mentioning
[6] podcast
[6] #highereducation
[6] list
[6] earlier

Top Words in Tweet in G9:
[8] https
[8] t
[8] co
[7] recruiting
[7] further
[7] four
[7] learning
[7] technologists
[7] strathclyde
[7] three

Top Words in Tweet in G10:
[4] symposium
[3] #mondaymotivation
[3] #academictwitter
[3] uel_news
[3] staff
[3] proposals
[3] #uelltsymp19
[3] annual
[3] l
[3] t

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[124] annual,conference
[63] #altc,2019
[63] register,now
[58] alt,annual
[49] conference,2019
[47] early,bird
[46] find,out
[41] out,more
[36] a_l_t,#altc
[36] webinar,accessibility

Top Word Pairs in Tweet in G1:
[57] annual,conference
[37] register,now
[29] #altc,2019
[27] find,out
[27] alt,annual
[26] early,bird
[24] out,more
[23] webinar,accessibility
[23] accessibility,vles
[23] vles,free

Top Word Pairs in Tweet in G2:
[16] vacancy,tel
[16] tel,coordinator
[16] coordinator,0
[15] 0,6
[15] 6,fte
[15] fte,permanent
[15] permanent,lcclondon
[15] lcclondon,work
[15] work,mattlingard
[15] mattlingard,leeleewis

Top Word Pairs in Tweet in G3:
[24] learning,environment
[12] evolving,virtual
[12] virtual,learning
[12] environment,hybrid
[12] hybrid,learning
[12] environment,looking
[12] looking,possibilities
[11] dale_munday,evolving
[11] possibilities,microsoft
[6] #uclandigilearn,back

Top Word Pairs in Tweet in G4:
[31] annual,conference
[19] conference,2019
[15] wednesday,10
[14] a_l_t,listen
[14] listen,special
[14] special,preview
[14] preview,a_l_t's
[14] a_l_t's,annual
[14] 2019,edutalkr
[14] edutalkr,wednesday

Top Word Pairs in Tweet in G5:
[7] annual,conference
[5] #altc,2019
[4] alt,annual
[4] early,bird
[4] here's,quick
[4] quick,guide
[4] guide,printing
[4] printing,pdf
[4] pdf,certificate
[4] certificate,digital

Top Word Pairs in Tweet in G6:
[13] don,t
[13] t,miss
[11] miss,packed
[11] packed,programme
[11] programme,#telfest
[11] #telfest,today
[11] today,sheffielduni
[11] sheffielduni,live
[11] live,stream
[11] stream,sessions

Top Word Pairs in Tweet in G7:
[4] delighted,talking
[4] talking,#altc
[4] #altc,supporting
[4] supporting,creative
[4] creative,engagement
[4] engagement,open
[4] open,education
[4] education,edinburghuni
[4] annual,conference
[3] lornamcampbell,delighted

Top Word Pairs in Tweet in G8:
[6] thanks,eaztweets
[6] eaztweets,edtech_highered
[6] edtech_highered,mentioning
[6] mentioning,edtech
[6] edtech,podcast
[6] podcast,#highereducation
[6] #highereducation,list
[6] list,earlier
[5] podcastedtech,thanks
[2] new,episode

Top Word Pairs in Tweet in G9:
[8] https,t
[8] t,co
[7] recruiting,further
[7] further,four
[7] four,learning
[7] learning,technologists
[7] technologists,strathclyde
[7] strathclyde,three
[7] three,open
[7] open,contracts

Top Word Pairs in Tweet in G10:
[3] #mondaymotivation,#academictwitter
[3] #academictwitter,uel_news
[3] uel_news,staff
[3] staff,proposals
[3] proposals,#uelltsymp19
[3] #uelltsymp19,annual
[3] annual,l
[3] l,t
[3] t,symposium
[2] uel_celt,#mondaymotivation

Top Replied-To
Top Replied-To in Entire Graph:
@rachelleeobrien
@sfaulknerpando
@edtechfactotum
@krisedtech
@mattlingard
@qmulbartsthelon
@dale_munday
@rbhartshorne
@a_l_t
@jimgroom

Top Replied-To in G1:
@lawrie
@rbhartshorne
@krisedtech
@mattlingard
@jimgroom
@qmulbartsthelon
@edtechfactotum
@kateawright
@a_l_t

Top Replied-To in G2:
@daveowhite
@rachelleeobrien
@mattcornock
@edtechfactotum

Top Replied-To in G3:
@dale_munday

Top Replied-To in G4:
@livvyfox

Top Replied-To in G5:
@dubdonaldson
@julievoce
@hopkinsdavid
@andyfield
@onlinecrslady
@francesbell

Top Mentioned
Top Mentioned in Entire Graph:
@a_l_t
@mattlingard
@johncoup
@marendeepwell
@mhawksey
@chrislearntech
@edutalkr
@lcclondon
@suebeck
@ual

Top Mentioned in G1:
@a_l_t
@marendeepwell
@mhawksey
@hopkinsdavid
@mattlingard
@wfvanvalkenburg
@edutalkr
@ulsteruni
@fiona_m_jones
@johncoup

Top Mentioned in G2:
@mattlingard
@a_l_t
@lcclondon
@ual
@leeleewis
@annamckie
@neilmorrisleeds
@timeshighered
@nlafferty
@sharonlflynn

Top Mentioned in G3:
@chrislearntech
@dale_munday
@uclan
@microsoft
@microsoftteams
@northumbriauni
@neesharidley
@advancehe
@jisc
@andysprake

Top Mentioned in G4:
@a_l_t
@edutalkr
@suebeck
@mhawksey
@smythkrs
@marendeepwell
@scotlandlouise
@suebecks
@dr_black
@johnjohnston

Top Mentioned in G5:
@a_l_t
@cityunilead
@warwicklanguage
@cityunilondon
@unicollaborate
@santanuvasant
@squinsee
@ft30uk
@dubdonaldson
@fieryred1

Top Mentioned in G6:
@johncoup
@sheffielduni
@bexhuxbinns
@a_l_t
@jisc
@louisescicomm
@echo360
@mhawksey

Top Mentioned in G7:
@a_l_t
@edinburghuni
@lornamcampbell
@sfar
@mscct_odl
@sfarley_charlie
@stubot
@edutalkr
@suebeck

Top Mentioned in G8:
@podcastedtech
@eaztweets
@edtech_highered
@johnjohnston
@a_l_t

Top Mentioned in G9:
@howardlramsay

Top Mentioned in G10:
@uel_news
@uel_celt
@aceatuel
@artsdigitaluel
@uelsocsci
@uel_nursing

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@csa_dvillamizar
@redcrew
@dr_black
@donnalanclos
@google
@timeshighered
@scalarhumanity
@mynaedu
@margymaclibrary

Top Tweeters in G1:
@scalarhumanity
@mynaedu
@onlinecrslady
@catspyjamasnz
@jimgroom
@elearningposts
@hopkinsdavid
@lborouniversity
@wfvanvalkenburg
@covcampus

Top Tweeters in G2:
@timeshighered
@bali_maha
@jamesclay
@jessifer
@chri5rowell
@nlafferty
@daveowhite
@sharonlflynn
@tobias_revell
@nomadwarmachine

Top Tweeters in G3:
@office365
@msonenote
@ianstuart66
@uclan
@microsoft
@uclanhealth
@adrianibbetson
@uniofnewcastle
@microsoftteams
@northumbriauni

Top Tweeters in G4:
@edinburghwatch
@redcrew
@dr_black
@donnalanclos
@margymaclibrary
@psychemedia
@tweetinchar
@dawnhallybone
@suebecks
@sheilmcn

Top Tweeters in G5:
@google
@warwicklanguage
@catherinecronin
@katemfd
@francesbell
@andyfield
@samwisefox
@anitsirk
@ghenrick
@santanuvasant

Top Tweeters in G6:
@stormpetrel
@scottturneruon
@jisc
@storyingshef
@echo360
@sheffielduni
@andy_tattersall
@vhmdale
@leefallin
@paulfenn16

Top Tweeters in G7:
@lornamcampbell
@stubot
@edinburghuni
@sfarley_charlie
@tweelearning
@mscct_odl
@openededinburgh
@sfar

Top Tweeters in G8:
@cmdatascoop
@edtech_highered
@edubot_he
@podcastedtech
@wcol2019
@asmaacademia
@eaztweets
@euredtech

Top Tweeters in G9:
@karenembra
@guuye
@clairemtimmins
@aidej
@strathtalon
@clairemjeffrey
@howardlramsay

Top Tweeters in G10:
@uel_news
@uel_celt
@aceatuel
@artsdigitaluel
@uelsocsci
@oneheglobal
@uel_nursing


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