#lthechat, Twitter, 2/13/2021 2:03:06 PM, 248639


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#lthechat Twitter NodeXL SNA Map and Report for Saturday, 13 February 2021 at 13:08 UTC
#lthechat Twitter NodeXL SNA Map and Report for Saturday, 13 February 2021 at 13:08 UTC
From:
scottturneruon
Uploaded on:
February 13, 2021
Short Description:
#lthechat via NodeXL https://bit.ly/3d9tZml
@lthechat
@virnarossi
@sarah__wright1
@kiusum
@judith_ekn
@scottturneruon
@drpaulkleiman
@hintondm
@s_j_lancaster
@alejandroa

Top hashtags:
#lthechat
#academictwitter
#ukfechat
#highered
#edchat
#edchateu
#aussieed
#altc

Description:
Description
The graph represents a network of 220 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, 13 February 2021 at 13:09 UTC.

The tweets in the network were tweeted over the 7-day, 16-hour, 11-minute period from Friday, 05 February 2021 at 16:21 UTC to Saturday, 13 February 2021 at 08:32 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 Fruchterman-Reingold layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 220
Unique Edges : 633
Edges With Duplicates : 1153
Total Edges : 1786
Number of Edge Types : 5
Retweet : 196
MentionsInRetweet : 309
Replies to : 423
Mentions : 688
Tweet : 170
Self-Loops : 174
Reciprocated Vertex Pair Ratio : 0.201729106628242
Reciprocated Edge Ratio : 0.335731414868106
Connected Components : 11
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 175
Maximum Edges in a Connected Component : 1715
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.760163
Graph Density : 0.0173100871731009
Modularity : 0.25698
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 220 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, 13 February 2021 at 13:09 UTC.

The tweets in the network were tweeted over the 7-day, 16-hour, 11-minute period from Friday, 05 February 2021 at 16:21 UTC to Saturday, 13 February 2021 at 08:32 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 Fruchterman-Reingold 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:
[14] https://lthechat.com/2021/02/08/lthechat196-love-is-in-the-air-cademy-with-hosts-rachelle-obrien-steve-rowett-sarah-wright/
[10] https://twitter.com/LTHEchat/status/1359592977497272321
[9] https://wke.lt/w/s/bBVZrT
[9] https://bit.ly/3aKqaBg
[7] https://twitter.com/LTHEchat/status/1359603042702811136
[6] https://twitter.com/TeachinginHE/status/1360176807249641473
[6] https://twitter.com/LTHEchat/status/1359595493123231744
[5] https://bit.ly/3pXt8ca
[5] https://twitter.com/LTHEchat/status/1359598009558917120
[5] https://twitter.com/lthechat/status/1359592977497272321

Top URLs in Tweet in G1:
[7] https://twitter.com/LTHEchat/status/1359592977497272321
[5] https://twitter.com/LTHEchat/status/1359603042702811136
[5] https://bit.ly/3pXt8ca
[4] http://educationobservatory.co.uk/teaching-learning-and-assessment-in-a-digital-world/
[4] https://twitter.com/LTHEchat/status/1359598009558917120
[3] https://lthechat.com/2021/02/08/lthechat196-love-is-in-the-air-cademy-with-hosts-rachelle-obrien-steve-rowett-sarah-wright/
[3] https://wke.lt/w/s/bBVZrT
[3] https://twitter.com/lthechat/status/1359592977497272321
[3] https://twitter.com/LTHEchat/status/1359600527793864706
[3] https://bit.ly/3aP39gA

Top URLs in Tweet in G2:
[5] https://twitter.com/UoB_HEFi/status/1359571829678047235
[4] https://lthechat.com/2021/02/08/lthechat196-love-is-in-the-air-cademy-with-hosts-rachelle-obrien-steve-rowett-sarah-wright/
[3] https://www.davidrobertsconsulting.org/blog/dyslexia-and-multimedia-learning
[3] https://edta.info.yorku.ca/
[2] https://wke.lt/w/s/bBVZrT
[2] https://twitter.com/drpaulkleiman/status/1359602720588652545
[2] https://twitter.com/cdelondon/status/1359924417913053188
[2] https://twitter.com/DrDr_CurieScott/status/1358782599230074883
[1] https://twitter.com/hintondm/status/1359034780269096961
[1] https://www.amazon.co.uk/Stephen-D-Brookfield/e/B001HOEZ68/ref=dp_byline_cont_pop_book_1

Top URLs in Tweet in G3:
[6] https://lthechat.com/2021/02/08/lthechat196-love-is-in-the-air-cademy-with-hosts-rachelle-obrien-steve-rowett-sarah-wright/
[4] https://wke.lt/w/s/bBVZrT
[3] https://twitter.com/LTHEchat/status/1359592977497272321
[2] https://media3.giphy.com/media/ZbUIi5RuPahtCN90OL/100.webp?cid=5a38a5a2xcjovr1y9m2dnsc0askzx5hsoaawy0ijctfb69zx&rid=100.webp
[2] https://twitter.com/LTHEchat/status/1359603042702811136
[2] https://twitter.com/LTHEchat/status/1359595493123231744
[1] https://www.scottishpoetrylibrary.org.uk/poem/he-wishes-cloths-heaven/#:~:text=I%20would%20spread%20the%20cloths,you%20tread%20on%20my%20dreams
[1] https://twitter.com/KaySocLearn/status/1360143093413076994?s=20
[1] https://blogs.sussex.ac.uk/daretotransform/2021/02/12/meq/
[1] https://twitter.com/scottturneruon/status/1359240922156965892

Top URLs in Tweet in G4:
[4] https://twitter.com/TeachinginHE/status/1360176807249641473
[3] https://www.tandfonline.com/doi/abs/10.1080/13562517.2021.1881773

Top URLs in Tweet in G7:
[2] https://doi.org/10.1080/07294360.2020.1871325
[2] https://doi.org/10.1080/07294360.2021.1877625
[2] https://doi.org/10.1080/07294360.2021.1877627

Top URLs in Tweet in G8:
[8] https://bit.ly/3aKqaBg

Top URLs in Tweet in G9:
[3] https://twitter.com/cmirza1/status/1359461130134032384
[2] https://twitter.com/AaronLinguini/status/1352009211501289472

Top URLs in Tweet in G10:
[2] https://stadium.open.ac.uk/3588

Top Domains
Top Domains in Tweet in Entire Graph:
[112] twitter.com
[21] bit.ly
[14] lthechat.com
[9] wke.lt
[6] co.uk
[6] doi.org
[4] org.uk
[3] tandfonline.com
[3] yorku.ca
[3] davidrobertsconsulting.org

Top Domains in Tweet in G1:
[64] twitter.com
[12] bit.ly
[5] co.uk
[3] lthechat.com
[3] wke.lt
[2] youtube.com
[2] org.uk
[2] youtu.be
[1] wordpress.com
[1] wikipedia.org

Top Domains in Tweet in G2:
[15] twitter.com
[4] lthechat.com
[3] davidrobertsconsulting.org
[3] yorku.ca
[2] wke.lt
[1] co.uk
[1] org.uk
[1] bit.ly
[1] reggiochildren.it

Top Domains in Tweet in G3:
[12] twitter.com
[6] lthechat.com
[4] wke.lt
[2] giphy.com
[1] org.uk
[1] ac.uk

Top Domains in Tweet in G4:
[4] twitter.com
[3] tandfonline.com

Top Domains in Tweet in G7:
[6] doi.org

Top Domains in Tweet in G8:
[8] bit.ly

Top Domains in Tweet in G9:
[5] twitter.com

Top Domains in Tweet in G10:
[2] ac.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[775] lthechat
[45] academictwitter
[37] ukfechat
[34] highered
[30] edchat
[30] edchateu
[28] aussieed
[18] altc
[17] edtwitter
[16] academicchatter



Top Hashtags in Tweet in G1:
[514] lthechat
[15] altc
[7] socmedhe
[6] creativehe
[5] nodexl
[4] edtech
[4] studentengagement
[4] giforbitmoji
[4] giforbitmojineither
[4] emojionly

Top Hashtags in Tweet in G2:
[108] lthechat
[30] academictwitter
[27] edchateu
[25] edchat
[25] aussieed
[25] ukfechat
[22] highered
[16] edtwitter
[7] academicchatter
[5] iwd2021

Top Hashtags in Tweet in G3:
[94] lthechat
[1] academicchat
[1] steam
[1] learntoteach
[1] edchat
[1] edchateu
[1] aussieed
[1] highered
[1] ukfechat
[1] academicchatter

Top Hashtags in Tweet in G4:
[7] lthechat
[4] he
[3] highereducation
[3] highered
[3] higheredchat
[3] teach
[3] pedagogy
[3] pedagogies
[3] abl

Top Hashtags in Tweet in G5:
[13] lthechat
[11] academictwitter
[4] universities
[4] academicchatter
[2] qualityassurance
[2] ukuniversities

Top Hashtags in Tweet in G6:
[3] lthechat
[3] edchat
[3] highered
[1] edchateu
[1] aussieed
[1] ukfechat
[1] academicchatter
[1] academictwitter

Top Hashtags in Tweet in G7:
[4] highered
[4] lthechat
[2] educationaldevelopment
[2] educationaldevelopers
[2] credibility
[2] trust
[1] peerlearning
[1] studentsuccess
[1] studentengagement
[1] undergraduates

Top Hashtags in Tweet in G8:
[8] ecrchat
[8] studentengagement
[8] lthechat
[8] ukfechat

Top Hashtags in Tweet in G9:
[5] lthechat
[3] digifest2021
[3] digitaltransformation
[3] lovehe

Top Hashtags in Tweet in G10:
[2] remotelearning
[2] kmistadium3588
[2] lthechat
[2] engineeringeducation

Top Words
Top Words in Tweet in Entire Graph:
[783] #lthechat
[279] lthechat
[120] sarah__wright1
[118] srowett
[94] learning
[91] rachelleeobrien
[78] love
[72] kiusum
[67] students
[63] judith_ekn

Top Words in Tweet in G1:
[519] #lthechat
[182] lthechat
[107] sarah__wright1
[104] srowett
[76] rachelleeobrien
[71] kiusum
[59] judith_ekn
[57] learning
[57] nomadwarmachine
[50] students

Top Words in Tweet in G2:
[109] #lthechat
[55] lthechat
[33] #academictwitter
[28] #edchateu
[26] #edchat
[26] #aussieed
[26] #ukfechat
[23] #highered
[17] #edtwitter
[16] never

Top Words in Tweet in G3:
[94] #lthechat
[40] lthechat
[22] institution
[18] love
[16] learning
[10] a5
[10] students
[9] srowett
[9] answer
[9] teaching

Top Words in Tweet in G4:
[7] pedagogic
[7] #lthechat
[4] interest
[4] article
[4] large
[4] scale
[4] change
[4] #he
[4] chrissinerantzi
[4] racephil

Top Words in Tweet in G5:
[24] uk
[22] academics
[13] experiences
[13] #lthechat
[11] email
[11] emhproject
[11] derby
[11] ac
[11] interested
[11] getting

Top Words in Tweet in G6:
[3] #lthechat
[3] #edchat
[3] #highered
[3] never
[2] virnarossi
[2] teacher2teacher
[2] lthechat
[2] edchatind
[2] edchatnz
[2] teachbetterteam

Top Words in Tweet in G7:
[6] #highered
[6] #lthechat
[2] credibility
[2] educational
[2] development
[2] trustworthiness
[2] expertise
[2] identification
[2] deandra_little
[2] greenadavid

Top Words in Tweet in G8:
[16] papers
[8] call
[8] raisenetwork
[8] ecr
[8] symposium
[8] wed
[8] 28th
[8] april
[8] online
[8] deadline

Top Words in Tweet in G9:
[5] learning
[5] #lthechat
[3] one
[3] regular
[3] discussions
[3] digital
[3] transformation
[3] leadership
[3] student
[3] debbieholley1

Top Words in Tweet in G10:
[2] lecture
[2] 09
[2] feb
[2] 19
[2] 30
[2] opening
[2] lid
[2] #remotelearning
[2] physicsnews
[2] rays

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[77] srowett,sarah__wright1
[35] kiusum,srowett
[27] #edchat,#edchateu
[26] rachelleeobrien,srowett
[22] lthechat,a1
[20] lthechat,a5
[20] a1,#lthechat
[19] lthechat,a4
[19] teaching,learning
[18] lthechat,a2

Top Word Pairs in Tweet in G1:
[71] srowett,sarah__wright1
[35] kiusum,srowett
[20] rachelleeobrien,srowett
[16] rachelleeobrien,sarah__wright1
[14] sarah__wright1,rachelleeobrien
[13] lthechat,a2
[13] a1,#lthechat
[13] teaching,learning
[13] sarah__wright1,judith_ekn
[13] srowett,rachelleeobrien

Top Word Pairs in Tweet in G2:
[25] #edchat,#edchateu
[16] #aussieed,#ukfechat
[16] #ukfechat,#edtwitter
[16] #edtwitter,#academictwitter
[14] #edchateu,#aussieed
[14] #academictwitter,#highered
[12] #lthechat,#edchat
[11] #edchateu,#lthechat
[11] #lthechat,#aussieed
[9] #aussieed,#highered

Top Word Pairs in Tweet in G3:
[8] lthechat,a5
[6] love,share
[6] share,image
[6] image,gif
[6] gif,song
[6] song,represent
[6] represent,answer
[6] lthechat,#lthechat
[6] lthechat,a4
[4] wednesday's,#lthechat

Top Word Pairs in Tweet in G4:
[4] interest,#lthechat
[4] #lthechat,article
[4] article,large
[4] large,scale
[4] scale,pedagogic
[4] pedagogic,change
[4] change,#he
[4] #he,chrissinerantzi
[4] chrissinerantzi,racephil
[4] racephil,profsallybrown

Top Word Pairs in Tweet in G5:
[13] uk,academics
[11] emhproject,derby
[11] derby,ac
[11] ac,uk
[11] interested,getting
[11] getting,involved
[11] involved,research
[7] happy,monday
[7] monday,academics
[7] academics,#lthechat

Top Word Pairs in Tweet in G6:
[3] #lthechat,#edchat
[2] virnarossi,teacher2teacher
[2] teacher2teacher,lthechat
[2] lthechat,edchatind
[2] edchatind,edchatnz
[2] edchatnz,teachbetterteam
[2] teachbetterteam,teacherspln
[2] teacherspln,staffpodcast
[2] staffpodcast,higheredh
[2] higheredh,advancehe_chat

Top Word Pairs in Tweet in G7:
[2] credibility,educational
[2] educational,development
[2] development,trustworthiness
[2] trustworthiness,expertise
[2] expertise,identification
[2] identification,deandra_little
[2] deandra_little,greenadavid
[2] greenadavid,#highered
[2] #highered,#educationaldevelopment
[2] #educationaldevelopment,#educationaldevelopers

Top Word Pairs in Tweet in G8:
[8] call,papers
[8] papers,raisenetwork
[8] raisenetwork,ecr
[8] ecr,symposium
[8] symposium,wed
[8] wed,28th
[8] 28th,april
[8] april,online
[8] online,deadline
[8] deadline,submit

Top Word Pairs in Tweet in G9:
[3] one,regular
[3] regular,discussions
[3] discussions,digital
[3] digital,transformation
[3] transformation,leadership
[3] leadership,student
[3] student,learning
[3] learning,debbieholley1
[3] debbieholley1,cmirza1
[3] cmirza1,ready

Top Word Pairs in Tweet in G10:
[2] lecture,09
[2] 09,feb
[2] feb,19
[2] 19,30
[2] 30,opening
[2] opening,lid
[2] lid,#remotelearning
[2] #remotelearning,physicsnews
[2] physicsnews,rays
[2] rays,waves

Top Replied-To
Top Replied-To in Entire Graph:
@lthechat
@judith_ekn
@kiusum
@nomadwarmachine
@rachelleeobrien
@suebecks
@srowett
@virnarossi
@fieryred1
@anortcliffe

Top Replied-To in G1:
@lthechat
@kiusum
@judith_ekn
@nomadwarmachine
@rachelleeobrien
@suebecks
@fieryred1
@anortcliffe
@drnsheridan
@virnarossi

Top Replied-To in G2:
@lthechat
@kjhaxton
@visual_learning
@mart_compton
@suebecks
@rachelleeobrien
@nomadwarmachine
@martbillingham
@judith_ekn
@anda19

Top Replied-To in G3:
@lthechat
@srowett
@hintondm
@martin_gillie
@profsallybrown
@_pxavier
@rachelleeobrien

Top Replied-To in G6:
@virnarossi

Top Mentioned
Top Mentioned in Entire Graph:
@lthechat
@sarah__wright1
@srowett
@rachelleeobrien
@kiusum
@judith_ekn
@nomadwarmachine
@scottturneruon
@s_j_lancaster
@hintondm

Top Mentioned in G1:
@sarah__wright1
@lthechat
@srowett
@rachelleeobrien
@kiusum
@judith_ekn
@nomadwarmachine
@scottturneruon
@suebecks
@s_j_lancaster

Top Mentioned in G2:
@lthechat
@skingcole
@elsvg
@karinbottom
@greenway_celia
@celia_popovic
@sarah__wright1
@rachelleeobrien
@virnarossi
@drsuesotl

Top Mentioned in G3:
@lthechat
@srowett
@rachelleeobrien
@sarah__wright1
@hintondm
@egillaspy
@virnarossi
@uofglasgow
@unistrathclyde

Top Mentioned in G4:
@chrissinerantzi
@racephil
@profsallybrown
@brendapadilla
@scottturneruon
@drjsimonrofe
@s_j_lancaster
@digisim
@grunberg
@virginia_kali

Top Mentioned in G6:
@teacher2teacher
@lthechat
@edchatind
@edchatnz
@teachbetterteam
@teacherspln
@staffpodcast
@higheredh
@advancehe_chat

Top Mentioned in G7:
@deandra_little
@greenadavid
@elonteaching
@sharmilagamlath
@qutlearn
@odedmcdossi
@osusoc

Top Mentioned in G8:
@raisenetwork
@drjjlean
@drlb66
@rmforsyth
@tomlowe_
@jennyamarie
@tstruetzel

Top Mentioned in G9:
@debbieholley1
@cmirza1
@jisc
@ntf_tweet

Top Mentioned in G10:
@physicsnews
@openstemlabs
@kmiou
@engprofcouncil

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@chidambara09
@academicchatter
@newsneus
@hohojanna
@teacher2teacher
@dmuleicester
@timeshighered
@inkgrrl
@fidaisyg

Top Tweeters in G1:
@academicchatter
@dmuleicester
@vivianfrancos
@scottturneruon
@warwicklanguage
@bobharrisonedu
@suebecks
@calvinmoorley
@s_j_lancaster
@chri5rowell

Top Tweeters in G2:
@newsneus
@edchateu
@ilenewinokur
@elearningtechie
@sarah__wright1
@santanuvasant
@mrsgingerlawyer
@mart_compton
@helenaustin2013
@cuthbert_kate

Top Tweeters in G3:
@fidaisyg
@jamesclay
@he_harriet
@uofglasgow
@merielchudleigh
@geomechsteph
@edtechyogi
@danceswithcloud
@lthechat
@jfitzacademical

Top Tweeters in G4:
@cecilia_bocking
@chrissinerantzi
@racephil
@brendapadilla
@digisim
@drjsimonrofe
@alejandroa
@juusonieminen
@grunberg
@rjhowe

Top Tweeters in G5:
@lizmorrish
@fightthecovid
@chisi_98
@alismithjohns
@brads4
@nicolabyrom
@katemarburg
@mandaclosier
@beckyupsher
@ou_scilab

Top Tweeters in G6:
@teacher2teacher
@hopkinsdavid
@teachbetterteam
@staffpodcast
@teacherspln
@edchatnz
@edchatind
@advancehe_chat
@higheredh

Top Tweeters in G7:
@reidterik3
@herdjournal
@elonteaching
@osusoc
@qutlearn
@greenadavid
@deandra_little
@odedmcdossi
@sharmilagamlath

Top Tweeters in G8:
@cgarside
@drjjlean
@rmforsyth
@raisenetwork
@drlb66
@begumru
@tomlowe_
@jennyamarie
@tstruetzel

Top Tweeters in G9:
@chidambara09
@inkgrrl
@jisc
@debbieholley1
@virtualsarahj
@ntf_tweet
@cmirza1

Top Tweeters in G10:
@physicsnews
@engprofcouncil
@kmiou
@adailysentence
@openstemlabs


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