#lthechat, Twitter, 1/16/2021 10:06:26 AM, 245733


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#lthechat Twitter NodeXL SNA Map
#lthechat Twitter NodeXL SNA Map
From:
scottturneruon
Uploaded on:
January 16, 2021
Short Description:
#lthechat via NodeXL https://bit.ly/3oOhwHG
@lthechat
@a_l_t
@suebecks
@virnarossi
@chris_wiley
@profsallybrown
@judith_ekn
@s_j_lancaster
@unibirmingham
@hintondm

Top hashtags:
#lthechat
#highered
#academicchatter
#he
#fe
#altc
#educhat
#academicchat

Description:
Description
The graph represents a network of 186 Twitter users whose recent tweets contained "#lthechat", 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 Saturday, 16 January 2021 at 10:01 UTC.

The tweets in the network were tweeted over the 6-day, 17-hour, 23-minute period from Saturday, 09 January 2021 at 16:02 UTC to Saturday, 16 January 2021 at 09:26 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 Spiral layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 186
Unique Edges : 457
Edges With Duplicates : 1416
Total Edges : 1873
Number of Edge Types : 5
Retweet : 225
Mentions : 890
Replies to : 419
MentionsInRetweet : 150
Tweet : 189
Self-Loops : 189
Reciprocated Vertex Pair Ratio : 0.195945945945946
Reciprocated Edge Ratio : 0.327683615819209
Connected Components : 13
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 151
Maximum Edges in a Connected Component : 1820
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.752938
Graph Density : 0.0205754141238012
Modularity : 0.188768
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 186 Twitter users whose recent tweets contained "#lthechat", 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 Saturday, 16 January 2021 at 10:01 UTC.

The tweets in the network were tweeted over the 6-day, 17-hour, 23-minute period from Saturday, 09 January 2021 at 16:02 UTC to Saturday, 16 January 2021 at 09:26 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 Spiral layout algorithm.
Graph Source : TwitterSearch
Graph Term : #lthechat
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:
[15] https://media.giphy.com/media/13EOgFTzFfiUM/giphy.gif
[10] https://lthechat.com/2021/01/11/lthechat191-dr_chris_wiley-evaluating-student-evaluation-of-teaching/
[9] https://landing.birmingham.ac.uk/uob/dfle-cert
[6] https://twitter.com/santanuvasant/status/1347475036412780545
[5] https://www.advance-he.ac.uk/membership/member-events/January
[5] https://www.tandfonline.com/doi/full/10.1080/13562517.2020.1863352
[4] https://twitter.com/LTHEchat/status/1349461215911804930
[4] https://twitter.com/LTHEchat/status/1349456182608420865
[4] https://twitter.com/LTHEchat/status/1349453667355787266
[4] https://twitter.com/LTHEchat/status/1348550247551803392

Top URLs in Tweet in G1:
[8] https://media.giphy.com/media/13EOgFTzFfiUM/giphy.gif
[4] https://lthechat.com/2021/01/11/lthechat191-dr_chris_wiley-evaluating-student-evaluation-of-teaching/
[2] https://media.giphy.com/media/xT1XGLSb5E1VjIUw4E/giphy.gif
[2] https://twitter.com/LTHEchat/status/1347564312940965888
[2] https://digitaleducation96.wordpress.com/page/
[1] https://twitter.com/LTHEchat/status/1349444857702477824
[1] https://twitter.com/kjhaxton/status/1349444628446113794
[1] https://twitter.com/JonnyJohnston/status/1349445189664956420
[1] https://twitter.com/VirnaRossi/status/1349448213321953281
[1] https://twitter.com/kjhaxton/status/1349450707993321472

Top URLs in Tweet in G2:
[6] https://twitter.com/santanuvasant/status/1347475036412780545
[3] https://twitter.com/LTHEchat/status/1349456182608420865
[3] https://media.giphy.com/media/13EOgFTzFfiUM/giphy.gif
[3] https://twitter.com/LTHEchat/status/1349446121492336641
[2] https://twitter.com/santanuvasant/status/1349459887907090432
[2] https://twitter.com/LTHEchat/status/1349451149749972992
[2] https://anchor.fm/talkingHE
[2] https://seda.ac.uk/spr-con-2021
[2] https://twitter.com/lthechat/status/1349451149749972992
[2] https://twitter.com/LTHEchat/status/1349453667355787266

Top URLs in Tweet in G3:
[5] https://lthechat.com/2021/01/11/lthechat191-dr_chris_wiley-evaluating-student-evaluation-of-teaching/
[3] https://twitter.com/LTHEchat/status/1349461215911804930
[2] https://media.giphy.com/media/13EOgFTzFfiUM/giphy.gif
[1] https://twitter.com/LTHEchat/status/1348550247551803392?s=20
[1] https://twitter.com/LTHEchat/status/1348550247551803392
[1] https://twitter.com/DrTABailey/status/1349446699312427009
[1] https://twitter.com/Sarah__wright1/status/1349446982478278659
[1] https://twitter.com/MartinRich106/status/1349447182378786820
[1] https://twitter.com/fashionnatascha/status/1349447212091256835
[1] https://twitter.com/chandosmama/status/1349447516270579714

Top URLs in Tweet in G4:
[2] https://twitter.com/OpenUniversity/status/1346414908418752515
[2] https://iet.open.ac.uk/file/innovating-pedagogy-2021.pdf
[2] https://twitter.com/IETatOU/status/1347126335555194880
[1] https://twitter.com/Jisc/status/1348578681585717249
[1] https://twitter.com/profpeterbrad/status/1349449729504112640
[1] https://lnkd.in/eJZthqK

Top URLs in Tweet in G5:
[2] https://twitter.com/rubynicholson99/status/1346379169102487553
[2] https://twitter.com/thinksitthrough/status/1347248843201638402
[1] https://media.giphy.com/media/13EOgFTzFfiUM/giphy.gif
[1] https://twitter.com/LTHEchat/status/1349448632983035913
[1] https://twitter.com/chandosmama/status/1349453864190275587

Top URLs in Tweet in G6:
[8] https://landing.birmingham.ac.uk/uob/dfle-cert

Top URLs in Tweet in G7:
[5] https://www.tandfonline.com/doi/full/10.1080/13562517.2020.1863352
[3] https://www.tandfonline.com/doi/abs/10.1080/13562517.2019.1632826

Top URLs in Tweet in G10:
[2] https://twitter.com/LTHEchat/status/1349453667355787266
[1] https://twitter.com/gravesle/status/1348044648061804549
[1] https://eventbrite.co.uk/e/creative-methods-round-table-tickets-131174639879
[1] https://twitter.com/LTHEchat/status/1349451149749972992
[1] https://twitter.com/LTHEchat/status/1349456182608420865

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[885] lthechat
[78] highered
[65] academicchatter
[37] he
[37] fe
[30] altc
[23] educhat
[22] academicchat
[12] academictwitter
[10] teaching



Top Hashtags in Tweet in G1:
[112] lthechat
[29] highered
[26] academicchatter
[17] he
[17] fe
[15] academicchat
[8] educhat
[2] aberpgcthe
[2] synchronous
[2] asynchronous

Top Hashtags in Tweet in G2:
[386] lthechat
[16] highered
[15] academicchatter
[9] he
[9] fe
[8] altc
[5] educhat
[1] phdchatter
[1] studentsascocreators
[1] studentsaspartners

Top Hashtags in Tweet in G3:
[234] lthechat
[10] highered
[9] academicchatter
[7] he
[7] fe
[5] academicchat
[3] educhat
[1] edutwitter
[1] ucl
[1] payitforward

Top Hashtags in Tweet in G4:
[51] lthechat
[7] edchateu
[6] edtwitter
[6] aussieed
[6] highered
[5] edchat
[4] academictwitter
[3] masterychat
[3] higherlogues
[2] academicchatter

Top Hashtags in Tweet in G5:
[41] lthechat
[3] academicchatter
[3] highered
[2] fe
[2] he
[2] altc
[2] femedtech
[2] edchatie
[1] educhat
[1] academicchat

Top Hashtags in Tweet in G6:
[8] joinus
[8] lthechat
[8] altc

Top Hashtags in Tweet in G7:
[8] teaching
[8] highereducation
[8] highered
[8] higheredchat
[8] academictwitter
[8] academicchatter
[8] lthechat
[8] teach
[5] pedagogy
[5] theory

Top Hashtags in Tweet in G8:
[9] lthechat

Top Hashtags in Tweet in G9:
[5] highered
[5] lthechat
[5] altc
[5] edtech

Top Hashtags in Tweet in G10:
[14] lthechat
[1] actionresearch
[1] creativeresearch

Top Words
Top Words in Tweet in Entire Graph:
[886] #lthechat
[213] lthechat
[187] students
[165] feedback
[158] student
[130] evaluation
[112] dr_chris_wiley
[98] learning
[94] teaching
[84] module

Top Words in Tweet in G1:
[112] #lthechat
[32] week
[29] #highered
[27] 8pm
[26] #academicchatter
[25] back
[25] looking
[24] forward
[24] student
[24] feedback

Top Words in Tweet in G2:
[387] #lthechat
[96] lthechat
[77] students
[64] s_j_lancaster
[63] feedback
[62] srowett
[62] judith_ekn
[61] sarah__wright1
[54] student
[53] drnsheridan

Top Words in Tweet in G3:
[234] #lthechat
[62] students
[54] feedback
[53] lthechat
[46] student
[41] evaluation
[37] teaching
[33] dr_chris_wiley
[31] module
[26] more

Top Words in Tweet in G4:
[51] #lthechat
[26] lthechat
[14] dr_chris_wiley
[12] evaluation
[9] students
[8] learning
[8] end
[8] feedback
[7] #edchateu
[7] mid

Top Words in Tweet in G5:
[41] #lthechat
[24] lthechat
[11] feedback
[11] students
[10] dr_chris_wiley
[10] student
[8] module
[8] evaluation
[7] learning
[6] teaching

Top Words in Tweet in G6:
[16] design
[8] interested
[8] studying
[8] online
[8] pgcert
[8] learning
[8] environments
[8] unibirmingham
[8] study
[8] instructional

Top Words in Tweet in G7:
[8] please
[8] #teaching
[8] #highereducation
[8] #highered
[8] #higheredchat
[8] #academictwitter
[8] #academicchatter
[8] #lthechat
[8] #teach
[6] identities

Top Words in Tweet in G8:
[15] uk
[9] emhproject
[9] derby
[9] ac
[9] more
[9] information
[9] #lthechat
[9] work
[9] explore
[9] inclusivity

Top Words in Tweet in G9:
[15] student
[5] super
[5] interesting
[5] preliminary
[5] chat
[5] mattipetri
[5] vp
[5] education
[5] aaltouniversity
[5] ahead

Top Words in Tweet in G10:
[14] #lthechat
[5] using
[5] module
[4] a4
[4] feedback
[3] a5
[3] process
[3] end
[3] students
[3] think

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[75] lthechat,dr_chris_wiley
[63] student,evaluation
[61] looking,forward
[48] s_j_lancaster,cuthbert_kate
[35] evaluation,teaching
[35] cuthbert_kate,drnsheridan
[35] kjmeriwick,drtabailey
[33] drnsheridan,suebecks
[33] #lthechat,back
[32] suebecks,cpjobling

Top Word Pairs in Tweet in G1:
[24] looking,forward
[21] student,evaluation
[16] #lthechat,#academicchat
[16] #lthechat,back
[15] week,looking
[14] evaluation,feedback
[14] feedback,hot
[14] hot,topic
[14] topic,join
[14] join,#lthechat

Top Word Pairs in Tweet in G2:
[48] s_j_lancaster,cuthbert_kate
[35] cuthbert_kate,drnsheridan
[35] kjmeriwick,drtabailey
[34] lthechat,dr_chris_wiley
[33] drnsheridan,suebecks
[32] suebecks,cpjobling
[28] cpjobling,kjmeriwick
[27] judith_ekn,s_j_lancaster
[23] fitzwalterfran,nomadwarmachine
[22] nomadwarmachine,judith_ekn

Top Word Pairs in Tweet in G3:
[22] student,evaluation
[18] lthechat,dr_chris_wiley
[16] evaluation,teaching
[9] looking,forward
[9] teaching,learning
[8] end,module
[7] yorkellen,lthechat
[6] mid,module
[6] #lthechat,#academicchat
[6] isobel_gowers,chemichael7

Top Word Pairs in Tweet in G4:
[12] lthechat,dr_chris_wiley
[4] joyperk60627657,lthechat
[3] #aussieed,#edchateu
[3] looking,forward
[3] unit,evaluation
[3] dr_chris_wiley,#lthechat
[3] #lthechat,a1
[3] giving,feedback
[3] pre,covid
[3] judith_ekn,lthechat

Top Word Pairs in Tweet in G5:
[10] lthechat,dr_chris_wiley
[4] looking,forward
[4] dr_chris_wiley,a1
[4] module,evaluation
[4] dr_chris_wiley,a4
[3] emoji,module
[3] lthechat,a2
[3] lthechat,a3
[3] feedback,#lthechat
[3] suebecks,lthechat

Top Word Pairs in Tweet in G6:
[8] interested,studying
[8] studying,online
[8] online,pgcert
[8] pgcert,design
[8] design,learning
[8] learning,environments
[8] environments,unibirmingham
[8] unibirmingham,study
[8] study,instructional
[8] instructional,design

Top Word Pairs in Tweet in G7:
[8] #highered,#higheredchat
[8] #higheredchat,#academictwitter
[8] #academictwitter,#academicchatter
[8] #academicchatter,#lthechat
[8] #lthechat,#teach
[5] please,subject
[5] subject,matter
[5] matter,#pedagogy
[5] #pedagogy,university
[5] university,#teaching

Top Word Pairs in Tweet in G8:
[9] emhproject,derby
[9] derby,ac
[9] ac,uk
[9] more,information
[9] information,#lthechat
[9] work,explore
[9] explore,inclusivity
[9] transgender,students
[9] students,within
[9] within,learning

Top Word Pairs in Tweet in G9:
[5] super,interesting
[5] interesting,preliminary
[5] preliminary,chat
[5] chat,mattipetri
[5] mattipetri,vp
[5] vp,education
[5] education,aaltouniversity
[5] aaltouniversity,ahead
[5] ahead,next
[5] next,week's

Top Word Pairs in Tweet in G10:
[2] end,module
[2] comment,cards
[2] focus,groups
[2] opportunity,#lthechat

Top Replied-To
Top Replied-To in Entire Graph:
@lthechat
@chris_wiley
@judith_ekn
@kiusum
@s_j_lancaster
@srowett
@sarah__wright1
@kjhaxton
@rachelleeobrien
@isobel_gowers

Top Replied-To in G1:
@lthechat
@chris_wiley
@baaanedict
@sarah__wright1

Top Replied-To in G2:
@lthechat
@chris_wiley
@kiusum
@judith_ekn
@srowett
@sarah__wright1
@s_j_lancaster
@kjhaxton
@nomadwarmachine
@drtabailey

Top Replied-To in G3:
@lthechat
@chris_wiley
@s_j_lancaster
@isobel_gowers
@srowett
@drnsheridan
@martinrich106
@traceymadden
@santanuvasant
@rachelleeobrien

Top Replied-To in G4:
@lthechat
@chris_wiley
@judith_ekn
@sarah__wright1
@joyperk60627657
@drtabailey
@derekbruff
@suebecks
@kulvirbahra
@s_j_lancaster

Top Replied-To in G5:
@lthechat
@suebecks
@chris_wiley
@judith_ekn
@clairemtimmins
@s_j_lancaster
@chandosmama
@benedikt_ahrens
@chrissinerantzi

Top Mentioned
Top Mentioned in Entire Graph:
@dr_chris_wiley
@lthechat
@s_j_lancaster
@sarah__wright1
@srowett
@suebecks
@drnsheridan
@cpjobling
@cuthbert_kate
@kjmeriwick

Top Mentioned in G1:
@chris_wiley
@dr_chris_wiley
@lthechat
@uniofsurrey

Top Mentioned in G2:
@lthechat
@s_j_lancaster
@drnsheridan
@dr_chris_wiley
@cuthbert_kate
@cpjobling
@sarah__wright1
@kjmeriwick
@suebecks
@srowett

Top Mentioned in G3:
@dr_chris_wiley
@lthechat
@s_j_lancaster
@isobel_gowers
@chemichael7
@chris_wiley
@srowett
@sarah__wright1
@suebecks
@yorkellen

Top Mentioned in G4:
@dr_chris_wiley
@lthechat
@openuniversity
@pamelajcalabres
@napierstudents
@judith_ekn
@futurelearn
@isobel_gowers
@joyperk60627657
@ietatou

Top Mentioned in G5:
@dr_chris_wiley
@lthechat
@rubynicholson99
@chris_wiley
@uniofsurrey
@bsof
@gculondon
@fashionnatascha
@santanuvasant

Top Mentioned in G6:
@unibirmingham

Top Mentioned in G7:
@mvereijken
@roelandder
@velmc

Top Mentioned in G9:
@mattipetri
@aaltouniversity

Top Tweeters
Top Tweeters in Entire Graph:
@epuujee
@academicchatter
@margymaclibrary
@thisaeshaw
@scottturneruon
@warwicklanguage
@catspyjamasnz
@peteqconsult
@suebecks
@cmdatascoop

Top Tweeters in G1:
@academicchatter
@warwicklanguage
@sheilmcn
@jnyrose
@lindakkaye
@diverselearners
@neilwithnell
@afdujardin
@gc_wood
@samlp

Top Tweeters in G2:
@scottturneruon
@suebecks
@s_j_lancaster
@profsallybrown
@karenraycosta
@nomadwarmachine
@kjmeriwick
@a_l_t
@research_ftw
@cpjobling

Top Tweeters in G3:
@chrissinerantzi
@swanseauni
@halehmoravej
@siatraining
@profclairelucas
@traceymadden
@patrickthomson
@belld17
@chemichael7
@krishnaregmi186

Top Tweeters in G4:
@openuniversity
@derekbruff
@paulineridley
@futurelearn
@simonrae
@virnarossi
@ward_caro
@napierstudents
@jdew2
@ietatou

Top Tweeters in G5:
@uniofsurrey
@rubynicholson99
@fashionnatascha
@fieryred1
@clairemtimmins
@gculondon
@jonnyjohnston
@davidhamill
@bsof
@openucl

Top Tweeters in G6:
@epuujee
@margymaclibrary
@unibirmingham
@elswedgio
@hintondm
@adam_matthews
@tandlrhul
@lizlovelearn
@empract

Top Tweeters in G7:
@athielsch
@ibrar_bhatt
@velmc
@schalelanff
@teachinginhe
@mvereijken
@stephanejusteau
@roelandder

Top Tweeters in G8:
@nicolabyrom
@chloecaracasey
@juliahaas07
@s_hash93
@beckyupsher
@edu4wellbeing
@kckirkman

Top Tweeters in G9:
@catspyjamasnz
@cmdatascoop
@edubot_he
@podcastedtech
@aaltouniversity
@amplifyfe
@mattipetri

Top Tweeters in G10:
@thisaeshaw
@peteqconsult
@drpaulkleiman
@charharagain
@wilsojs
@uhltic