#LTHEchat, Twitter, 1/16/2020 5:27:30 PM, 220077


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#LTHEchat Twitter NodeXL SNA Map and Report for Thursday, 16 January 2020 at 17:20 UTC
#LTHEchat Twitter NodeXL SNA Map and Report for Thursday, 16 January 2020 at 17:20 UTC
From:
scottturneruon
Uploaded on:
January 16, 2020
Short Description:
#LTHEchat via NodeXL http://bit.ly/2TueStT
@adaml50
@iain_d_cross
@lthechat
@a_l_t
@cwaterhouse_e
@racephil
@annasonit
@nomadwarmachine
@lj_rees
@patrickjmb

Top hashtags:
#lthechat
#highered
#loveld
#he
#altc
#hullsotl
#learning
#teaching
#livunipedres

Description:
Description
The graph represents a network of 236 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 Thursday, 16 January 2020 at 17:22 UTC.

The tweets in the network were tweeted over the 7-day, 19-hour, 33-minute period from Wednesday, 08 January 2020 at 21:43 UTC to Thursday, 16 January 2020 at 17:16 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 : 236
Unique Edges : 513
Edges With Duplicates : 1071
Total Edges : 1584
Number of Edge Types : 5
MentionsInRetweet : 335
Retweet : 175
Mentions : 500
Tweet : 195
Replies to : 379
Self-Loops : 195
Reciprocated Vertex Pair Ratio : 0.113884555382215
Reciprocated Edge Ratio : 0.204481792717087
Connected Components : 15
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 208
Maximum Edges in a Connected Component : 1557
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.910698
Graph Density : 0.0128741435268662
Modularity : 0.276542
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 236 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 Thursday, 16 January 2020 at 17:22 UTC.

The tweets in the network were tweeted over the 7-day, 19-hour, 33-minute period from Wednesday, 08 January 2020 at 21:43 UTC to Thursday, 16 January 2020 at 17:16 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 Harel-Koren Fast Multiscale 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://twitter.com/LTHEchat/status/1216316096590024704
[7] https://lthechat.com/tweetchat-help/
[7] https://lthechat.com/2020/01/12/lthechat-163-the-role-of-curriculum-frameworks-in-higher-education-with-adam-longcroft-adaml50-and-iain-cross-iain-d-cross/
[5] https://phil-race.co.uk/making-bureaucracy-disappear/
[5] http://www.open.ac.uk/blogs/innovating/
[4] https://twitter.com/LTHEchat/status/1217549515999211520
[4] https://www.advance-he.ac.uk/programmes-events/conferences/WomenHEConf20
[3] http://www.nomadwarmachine.co.uk/2020/01/13/recipes/
[2] https://wakelet.com/wake/9ce17dff-4c4b-4997-9b49-bfa831824368
[2] https://twitter.com/lthechat/status/1217544482901520384

Top URLs in Tweet in G1:
[4] https://twitter.com/LTHEchat/status/1216316096590024704
[3] https://lthechat.com/tweetchat-help/
[2] https://phil-race.co.uk/making-bureaucracy-disappear/
[2] http://www.nomadwarmachine.co.uk/2020/01/13/recipes/
[1] https://twitter.com/lthechat/status/1217733069857312768
[1] https://twitter.com/KeeleInnovation/status/1217551734849056768
[1] https://twitter.com/scottturneruon/status/1217527460864184322
[1] https://twitter.com/LTHEchat/status/1217535171596931074
[1] https://twitter.com/S_J_Lancaster/status/1217537490162200576
[1] https://twitter.com/Christo_HST/status/1217537787798396928

Top URLs in Tweet in G2:
[5] https://lthechat.com/2020/01/12/lthechat-163-the-role-of-curriculum-frameworks-in-higher-education-with-adam-longcroft-adaml50-and-iain-cross-iain-d-cross/
[3] https://lthechat.com/tweetchat-help/
[3] https://twitter.com/LTHEchat/status/1217549515999211520
[2] https://phil-race.co.uk/making-bureaucracy-disappear/
[2] https://wakelet.com/wake/9ce17dff-4c4b-4997-9b49-bfa831824368
[2] https://twitter.com/LTHEchat/status/1217552032426389504
[2] https://www.birmingham.ac.uk/university/hefi/news/2019/12/MicroCPD-Curriculum-Futures.aspx
[2] https://twitter.com/LTHEchat/status/1217539449589886976
[2] https://twitter.com/lthechat/status/1217544482901520384
[2] https://twitter.com/LTHEchat/status/1217537185106341888

Top URLs in Tweet in G3:
[1] https://twitter.com/LTHEchat/status/1216316096590024704
[1] https://phil-race.co.uk/making-bureaucracy-disappear/
[1] https://lthechat.com/tweetchat-help/

Top URLs in Tweet in G4:
[4] https://www.advance-he.ac.uk/programmes-events/conferences/WomenHEConf20
[1] http://www.nomadwarmachine.co.uk/2020/01/13/recipes/
[1] https://www.waterstones.com/book/effective-personal-tutoring-in-higher-education/dave-lochtie/emily-mcintosh/9781910391983

Top URLs in Tweet in G5:
[1] https://twitter.com/LTHEchat/status/1217446340474441728

Top URLs in Tweet in G6:
[1] http://www.learnhigher.ac.uk/learning-at-university/

Top URLs in Tweet in G8:
[1] https://twitter.com/iain_d_cross/status/1216820985631997952
[1] http://iconohash.com/LTHEchat/2020-01-15

Top URLs in Tweet in G9:
[1] https://twitter.com/LivUniAcademy/status/1217718410110558209
[1] https://twitter.com/ShellyMarieKemp/status/1217751173941338113

Top URLs in Tweet in G10:
[4] http://www.open.ac.uk/blogs/innovating/
[1] https://lthechat.com/2020/01/12/lthechat-163-the-role-of-curriculum-frameworks-in-higher-education-with-adam-longcroft-adaml50-and-iain-cross-iain-d-cross/

Top Domains
Top Domains in Tweet in Entire Graph:
[108] twitter.com
[18] lthechat.com
[14] ac.uk
[9] co.uk
[6] nuzzel.com
[3] wakelet.com
[3] hawksey.info
[1] youtu.be
[1] google.com
[1] iconohash.com

Top Domains in Tweet in G1:
[51] twitter.com
[5] lthechat.com
[4] co.uk
[3] nuzzel.com
[1] hawksey.info

Top Domains in Tweet in G2:
[45] twitter.com
[11] lthechat.com
[3] wakelet.com
[3] nuzzel.com
[3] ac.uk
[2] co.uk
[2] hawksey.info
[1] slideshare.net
[1] google.com
[1] youtu.be

Top Domains in Tweet in G3:
[1] twitter.com
[1] co.uk
[1] lthechat.com

Top Domains in Tweet in G4:
[4] ac.uk
[1] co.uk
[1] waterstones.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] ac.uk

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

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

Top Domains in Tweet in G10:
[4] ac.uk
[1] lthechat.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[712] lthechat
[11] highered
[10] loveld
[8] he
[8] altc
[6] hullsotl
[6] learning
[6] teaching
[4] livunipedres
[4] digilearnsector



Top Hashtags in Tweet in G1:
[220] lthechat
[3] altc
[2] sdgs
[2] bett2020
[2] he
[2] fe
[2] digilearnsector
[2] loveld
[1] curriculumframework
[1] curriculumframeworks

Top Hashtags in Tweet in G2:
[409] lthechat
[5] loveld
[3] skillsgap
[3] situationallenses
[2] inclusive
[2] curriculumfutures
[2] peers
[2] highered
[1] wideningparticipation
[1] assumptions

Top Hashtags in Tweet in G3:
[27] lthechat
[6] hullsotl

Top Hashtags in Tweet in G4:
[11] lthechat
[4] womenheconf20
[3] altc
[1] goodreads
[1] tutoring
[1] wednesdaywisdom
[1] studentsuccess
[1] lovehe
[1] podcastedu
[1] highered

Top Hashtags in Tweet in G5:
[3] lthechat

Top Hashtags in Tweet in G6:
[8] lthechat
[2] loveld
[1] highered

Top Hashtags in Tweet in G7:
[3] lthechat
[1] playfulness

Top Hashtags in Tweet in G8:
[7] lthechat
[1] onlinelearning
[1] highered
[1] dlnchat

Top Hashtags in Tweet in G9:
[4] livunipedres
[3] lthechat
[1] academicchatter

Top Hashtags in Tweet in G10:
[5] lthechat
[5] highered
[5] he
[5] learning
[5] teaching
[1] cdnpse
[1] ip2020report

Top Words
Top Words in Tweet in Entire Graph:
[909] Words in Sentiment List#1: Positive
[210] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[20443] Non-categorized Words
[21562] Total Words
[825] #lthechat
[262] lthechat
[226] curriculum
[177] adaml50
[147] frameworks

Top Words in Tweet in G1:
[242] #lthechat
[106] adaml50
[92] iain_d_cross
[90] curriculum
[77] frameworks
[61] higher
[61] education
[45] role
[45] wednesday
[45] lthechat

Top Words in Tweet in G2:
[480] #lthechat
[209] lthechat
[112] curriculum
[79] framework
[78] students
[57] staff
[55] adaml50
[53] frameworks
[42] one
[41] think

Top Words in Tweet in G3:
[27] #lthechat
[11] back
[11] new
[11] term
[11] weekly
[11] hour
[11] free
[11] cpd
[11] plus
[11] numerous

Top Words in Tweet in G4:
[17] #lthechat
[9] #altc
[8] more
[8] co
[8] authored
[5] out
[4] effective
[4] tutoring
[4] check
[4] book

Top Words in Tweet in G5:
[4] curriculum
[4] #lthechat
[3] 8
[2] design
[2] join
[2] adaml50
[2] iain_d_cross
[2] 9
[2] pm
[2] frameworks

Top Words in Tweet in G6:
[13] #lthechat
[6] curriculum
[6] frameworks
[6] #loveld
[5] happy
[5] 2020
[5] everyone
[5] kick
[5] year
[5] amazing

Top Words in Tweet in G7:
[3] #lthechat
[2] join
[2] wakelet

Top Words in Tweet in G8:
[7] #lthechat
[3] question
[2] comment
[2] use

Top Words in Tweet in G9:
[6] #lthechat
[5] #livunipedres
[3] good
[3] question
[3] posed
[3] peter
[3] kahn
[3] want
[3] published
[3] priority

Top Words in Tweet in G10:
[5] #lthechat
[5] #highered
[5] #he
[5] #learning
[5] #teaching
[4] reading
[4] latest
[4] report
[4] innovating
[4] pedagogy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[121] curriculum,frameworks
[96] higher,education
[95] frameworks,higher
[81] adaml50,iain_d_cross
[73] #lthechat,163
[65] role,curriculum
[54] curriculum,framework
[52] 163,role
[47] adam,longcroft
[47] iain,cross

Top Word Pairs in Tweet in G1:
[68] curriculum,frameworks
[61] higher,education
[60] frameworks,higher
[54] adaml50,iain_d_cross
[44] #lthechat,163
[44] role,curriculum
[32] 163,role
[31] adam,longcroft
[31] iain,cross
[30] blog,post

Top Word Pairs in Tweet in G2:
[38] curriculum,frameworks
[36] curriculum,framework
[25] frameworks,higher
[25] higher,education
[22] christo_hst,lthechat
[20] #lthechat,163
[19] lthechat,a2
[18] lthechat,a1
[17] role,curriculum
[16] 163,role

Top Word Pairs in Tweet in G3:
[11] #lthechat,back
[11] back,new
[11] new,term
[11] term,weekly
[11] weekly,hour
[11] hour,free
[11] free,cpd
[11] cpd,plus
[11] plus,numerous
[11] numerous,ripples

Top Word Pairs in Tweet in G4:
[8] co,authored
[5] #lthechat,#altc
[4] more,effective
[4] effective,tutoring
[4] tutoring,check
[4] check,out
[4] out,co
[4] authored,book
[4] book,co
[4] authored,davelochtie

Top Word Pairs in Tweet in G5:
[2] adaml50,iain_d_cross
[2] 8,9
[2] 9,pm
[2] curriculum,frameworks
[2] frameworks,higher
[2] higher,education
[2] blog,post

Top Word Pairs in Tweet in G6:
[6] curriculum,frameworks
[5] happy,2020
[5] 2020,everyone
[5] everyone,kick
[5] kick,year
[5] year,amazing
[5] amazing,resources
[5] resources,help
[5] help,students
[5] students,exams

Top Word Pairs in Tweet in G9:
[3] good,question
[3] question,posed
[3] posed,peter
[3] peter,kahn
[3] kahn,#livunipedres
[3] #livunipedres,want
[3] want,published
[3] published,priority
[3] priority,finding
[3] finding,time

Top Word Pairs in Tweet in G10:
[5] #learning,#teaching
[4] reading,latest
[4] latest,report
[4] report,innovating
[4] innovating,pedagogy
[4] pedagogy,2020
[4] 2020,#learning
[4] #teaching,#highered
[4] #highered,#he
[4] #he,#lthechat

Top Replied-To
Top Replied-To in Entire Graph:
@lthechat
@adaml50
@srowett
@iain_d_cross
@christo_hst
@s_j_lancaster
@bevgibbs
@aejeducation
@santanuvasant
@dale_munday

Top Replied-To in G1:
@lthechat
@adaml50
@srowett
@iain_d_cross
@santanuvasant
@drnsheridan
@belld17
@sfaulknerpando
@s_j_lancaster
@cpjobling

Top Replied-To in G2:
@lthechat
@adaml50
@srowett
@christo_hst
@bevgibbs
@aejeducation
@s_j_lancaster
@iain_d_cross
@chrisheadleand
@dale_munday

Top Replied-To in G3:
@profpeterbrad

Top Replied-To in G4:
@murphycolette21
@lthechat

Top Mentioned
Top Mentioned in Entire Graph:
@adaml50
@iain_d_cross
@lthechat
@drnsheridan
@belld17
@christo_hst
@tedilondon
@aejeducation
@racephil
@srowett

Top Mentioned in G1:
@adaml50
@iain_d_cross
@lthechat
@drnsheridan
@belld17
@suebecks
@sfaulknerpando
@debbaff
@neilwithnell
@nomadwarmachine

Top Mentioned in G2:
@lthechat
@adaml50
@iain_d_cross
@christo_hst
@tedilondon
@racephil
@aejeducation
@uob_hefi
@unibirmingham
@srowett

Top Mentioned in G3:
@adaml50
@iain_d_cross
@tinaoverton
@uohacademy
@zachary_north
@srhe73
@dominicchenri

Top Mentioned in G4:
@davelochtie
@criticalpub
@advancehe
@harrietminter
@mitchelloconnor
@alisonadvancehe
@sophierunning
@ruthsealy
@jummy_okoya
@gillysalmon

Top Mentioned in G5:
@adaml50
@iain_d_cross
@ulsteruni
@c_dewhirst
@tracygalvin77
@mcallistere
@aideengibson
@lizazamb

Top Mentioned in G6:
@adaml50
@iain_d_cross
@profsallybrown
@lthechat

Top Mentioned in G7:
@adaml50
@iain_d_cross
@lpennthomas
@lo_salt
@melcurds
@helenmd
@stevebeale1988

Top Mentioned in G9:
@cbkandiko
@livuniacademy

Top Mentioned in G10:
@adaml50
@iain_d_cross
@lthechat

Top Tweeters
Top Tweeters in Entire Graph:
@juandoming
@s_palm
@fidaisyg
@margymaclibrary
@iconohash
@profjcharmley
@laurapasquini
@catspyjamasnz
@kukharenko
@scottturneruon

Top Tweeters in G1:
@juandoming
@margymaclibrary
@profjcharmley
@suebecks
@rossanisabel
@chri5rowell
@tinasouth3
@chrissinerantzi
@rayyaghul
@neilwithnell

Top Tweeters in G2:
@s_palm
@fidaisyg
@scottturneruon
@kellyjs
@s_j_lancaster
@unibirmingham
@youtube
@bevgibbs
@racephil
@paulineridley

Top Tweeters in G3:
@he_harriet
@afdujardin
@leefallin
@ntf_tweet
@femedtech
@biosciencemum
@tinaoverton
@davidwooff
@dominicchenri
@ntutilt

Top Tweeters in G4:
@a_l_t
@sophierunning
@mitchelloconnor
@alisonadvancehe
@podcastedtech
@harrietminter
@criticalpub
@advancehe
@annasonit
@gillysalmon

Top Tweeters in G5:
@patrickjmb
@ulsteruni
@c_dewhirst
@aideengibson
@tracygalvin77
@mcallistere
@lizazamb

Top Tweeters in G6:
@profsallybrown
@scholastic_rat
@debbieroberts6
@hack_kay
@neiljohnford
@drlittle26
@learnhigher1

Top Tweeters in G7:
@kateawright
@helenmd
@melcurds
@lo_salt
@stevebeale1988
@lpennthomas

Top Tweeters in G8:
@iconohash
@drpaulkleiman
@duncan_cross
@avanbarn
@doc_mac19
@uhltic

Top Tweeters in G9:
@cbkandiko
@drsaetnan
@theovalencia
@livuniacademy

Top Tweeters in G10:
@laurapasquini
@catspyjamasnz
@kukharenko
@ufdml


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