#LTHEchat, Twitter, 11/12/2021 3:42:57 PM, 266091


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#LTHEchat_2021-11-11_23-39-36.xlsx
#LTHEchat_2021-11-11_23-39-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 12, 2021
Short Description:
#LTHEchat via NodeXL https://bit.ly/3HgFXqZ
@lthechat
@fieryred1
@hintondm
@leefallin
@s_j_lancaster
@virnarossi
@suebecks
@sfaulknerpando
@halamansour
@teachinginhe

Top hashtags:
#lthechat
#advancehe_chat
#altc
#highered
#hyflex
#joinus
#academictwitter
#hybrid

Description:
Description
The graph represents a network of 827 Twitter users whose tweets in the requested range contained "#LTHEchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 November 2021 at 07:44 UTC.

The requested start date was Friday, 12 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 57-day, 6-hour, 34-minute period from Wednesday, 15 September 2021 at 05:26 UTC to Thursday, 11 November 2021 at 12:01 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 : 827
Unique Edges : 1759
Edges With Duplicates : 18610
Total Edges : 20369
Number of Edge Types : 5
MentionsInRetweet : 8575
Mentions : 4622
Retweet : 3686
Replies to : 2529
Tweet : 957
Self-Loops : 968
Reciprocated Vertex Pair Ratio : 0.159170560747664
Reciprocated Edge Ratio : 0.274628369866465
Connected Components : 18
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 798
Maximum Edges in a Connected Component : 20325
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.934007
Graph Density : 0.00581025966839506
Modularity : 0.095774
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 827 Twitter users whose tweets in the requested range contained "#LTHEchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 November 2021 at 07:44 UTC.

The requested start date was Friday, 12 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 57-day, 6-hour, 34-minute period from Wednesday, 15 September 2021 at 05:26 UTC to Thursday, 11 November 2021 at 12:01 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 : GraphServerTwitterSearch
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:
[16] https://figshare.edgehill.ac.uk/articles/poster/Designing_for_Diverse_Learners_Poster_3_2_2_/16840531/1
[15] https://lthechat.com/2021/11/01/lthechat-217-symbiotic-versus-parasitic-aggregation-good-practice-for-social-media/
[13] https://learnhub.aucegypt.edu/cltnewsletter/2021/09/12/ten-tips-for-teaching-with-masks-and-physical-distancing-fall-2021/
[12] https://learning-management-system-europe.educationtechnologyinsights.com/cxoinsights/don-t-just-deliver-teach-nid-1542.html
[10] https://www.advance-he.ac.uk/news-and-views/what-good-university-and-who-needs-know
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262804
[8] https://www.tandfonline.com/toc/cher20/40/6?nav=tocList
[8] https://lthechat.com/2021/11/07/lthechat-218-expertise-a-new-discourse-for-learning-teaching-in-higher-education-led-by-dr-helen-king-drhelenking/
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265604
[7] https://socioviz.net/

Top URLs in Tweet in G1:
[10] https://lthechat.com/2021/11/01/lthechat-217-symbiotic-versus-parasitic-aggregation-good-practice-for-social-media/
[5] http://www.irrodl.org/index.php/irrodl/article/view/4539/5309
[5] https://lthechat.com/2021/10/10/lthechat-215-developing-being-belonging-becoming-to-support-student-success-led-by-dr-harriet-dunbar-morris-he_harriet/
[5] https://lthechat.com/2021/11/07/lthechat-218-expertise-a-new-discourse-for-learning-teaching-in-higher-education-led-by-dr-helen-king-drhelenking/
[5] https://lthechat.com/2021/09/19/lthechat-213-belonging-does-it-matter-in-the-student-experience-led-by-jenny-crow-jennycrow/
[4] https://padlet.com/hefi1/e6t48ua86n0ivy66
[4] https://figshare.edgehill.ac.uk/articles/poster/Designing_for_Diverse_Learners_Poster_3_2_2_/16840531/1
[4] https://peopledevelopment.leeds.ac.uk/belonging-at-leeds/
[4] https://lthechat.com/2021/10/17/lthechat-216-breaking-boundaries-career-progression-and-education-focussed-roles-led-by-david-walker-drdjwalker-and-susan-smith-smithysusana/
[3] https://canvas.bham.ac.uk/courses/60593

Top URLs in Tweet in G2:
[10] https://learning-management-system-europe.educationtechnologyinsights.com/cxoinsights/don-t-just-deliver-teach-nid-1542.html
[7] https://www.advance-he.ac.uk/membership/member-benefits-2021-22/connect-benefit-series/student-success
[7] https://www.advance-he.ac.uk/news-and-views/what-good-university-and-who-needs-know
[4] https://altc.alt.ac.uk/blog/2021/11/decolonising-learning-technology-part-1/
[4] https://twitter.com/LTHEchat/status/1445826192557232137
[3] https://twitter.com/LTHEchat/status/1448207474641809408
[3] https://padlet.com/hefi1/e6t48ua86n0ivy66
[3] https://twitter.com/LTHEchat/status/1445735648158273537
[3] https://twitter.com/LTHEchat/status/1447273127424167937
[3] https://blog.digis.im/ed-tech/is-hyflex-in-flux/

Top URLs in Tweet in G3:
[10] https://figshare.edgehill.ac.uk/articles/poster/Designing_for_Diverse_Learners_Poster_3_2_2_/16840531/1
[3] https://twitter.com/carolak/status/1450903919031373827
[3] https://forms.office.com/pages/responsepage.aspx?id=KVxybjp2UE-B8i4lTwEzyIWRaSfisDZNr7noDyyUqrdURjREMVFFSjc5VThQR0FaUkVTV0ZNR1BIWC4u
[3] https://daisyabbottitchio.itch.io/creative-thinking-quest
[1] https://twitter.com/lthechat/status/1455977447506186248
[1] https://figshare.edgehill.ac.uk/The_National_Teaching_Repository
[1] https://twitter.com/MRGSheffield/status/1450906904469901322
[1] https://twitter.com/suebecks/status/1450904144957542408
[1] https://figshare.edgehill.ac.uk/articles/poster/Scholarship_and_Impact/16602089/1
[1] https://twitter.com/Judith_ekn/status/1450912892023361541

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265604
[4] https://lthechat.com/2021/11/01/lthechat-217-symbiotic-versus-parasitic-aggregation-good-practice-for-social-media/
[2] https://twitter.com/LTHEchat/status/1455183491931455489
[2] https://twitter.com/LTHEchat/status/1455537839001808907
[2] https://twitter.com/LTHEchat/status/1455867354349441032
[2] https://www.lib.washington.edu/digitalscholarship/about#:~:text=At%20the%20University%20of%20Washington,unique%20affordances%20of%20digital%20media
[2] https://socioviz.net/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263333
[1] https://learnhub.aucegypt.edu/cltnewsletter/2021/09/12/ten-tips-for-teaching-with-masks-and-physical-distancing-fall-2021/
[1] https://twitter.com/lthechat/status/1440755275280101376

Top URLs in Tweet in G5:
[3] https://twitter.com/hack_kay/status/1453436837716893702
[3] https://twitter.com/AdvanceHE_chat/status/1453441367103836162
[2] https://twitter.com/lthechat/status/1440753010854879233
[2] https://twitter.com/lthechat/status/1440755275280101376
[2] https://twitter.com/lthechat/status/1440757792193671177
[2] https://twitter.com/lthechat/status/1440760311447969793
[2] https://twitter.com/lthechat/status/1440762824960184321
[2] https://twitter.com/LTHEchat/status/1440765341655711746
[2] https://twitter.com/LTHEchat/status/1445828705411031044
[2] https://twitter.com/LTHEchat/status/1445831222001868800

Top URLs in Tweet in G6:
[7] https://www.tandfonline.com/toc/cher20/40/6?nav=tocList
[4] https://www.tandfonline.com/doi/full/10.1080/13562517.2021.1973406?cookieSet=1
[2] https://www.tandfonline.com/toc/cher20/40/5?nav=tocList
[1] https://www.tandfonline.com/doi/full/10.1080/07294360.2021.1985088?cookieSet=1
[1] https://www.linkedin.com/posts/thomas-roche-4380b949_transforming-lives-the-power-of-an-australian-activity-6858629426457006080-mf16
[1] http://www.tandfonline.com/doi/abs/10.1080/07294360.2014.911257
[1] https://www.tandfonline.com/doi/full/10.1080/07294360.2021.1979939
[1] https://www.tandfonline.com/doi/full/10.1080/13562517.2021.1992753?cookieSet=1
[1] https://twitter.com/i/web/status/1438786379408891905
[1] https://www.tandfonline.com/doi/abs/10.1080/13562517.2021.1973412?cookieSet=1

Top URLs in Tweet in G7:
[9] https://learnhub.aucegypt.edu/cltnewsletter/2021/09/12/ten-tips-for-teaching-with-masks-and-physical-distancing-fall-2021/

Top URLs in Tweet in G8:
[1] https://twitter.com/AdvanceHE/status/1442474279292088321
[1] https://twitter.com/i/web/status/1443937641544683526
[1] https://lmutake5.wordpress.com/2021/09/29/take5-63-design-sprints-for-developmental-learning/
[1] https://www.nicole-brown.co.uk/audience-response-systems/
[1] https://twitter.com/LTHEchat/status/1455867354349441032

Top URLs in Tweet in G9:
[1] https://twitter.com/UOWEdObs/status/1456555499634180112
[1] https://twitter.com/impactology/status/1447546194733920256
[1] https://shows.acast.com/the-illustration-conversation
[1] https://ual.tal.net/vx/lang-en-GB/mobile-0/appcentre-1/brand-1/candidate/so/pm/6/pl/1/opp/7415-Course-Leader-PgCert-Academic-Practice-in-Art-Design-and-Communication-maternity-cover/en-GB

Top URLs in Tweet in G10:
[1] https://open.spotify.com/show/5oOBPrlO68dNZXen9Kxg0e

Top Domains
Top Domains in Tweet in Entire Graph:
[745] twitter.com
[74] ac.uk
[49] lthechat.com
[32] nodexlgraphgallery.org
[26] tandfonline.com
[16] youtube.com
[13] aucegypt.edu
[12] educationtechnologyinsights.com
[8] padlet.com
[7] socioviz.net

Top Domains in Tweet in G1:
[142] twitter.com
[35] lthechat.com
[25] ac.uk
[10] nodexlgraphgallery.org
[6] irrodl.org
[5] padlet.com
[5] wakelet.com
[4] tandfonline.com
[4] youtube.com
[4] podbean.com

Top Domains in Tweet in G2:
[330] twitter.com
[28] ac.uk
[10] youtube.com
[10] educationtechnologyinsights.com
[6] lthechat.com
[5] nodexlgraphgallery.org
[4] digis.im
[4] org.uk
[4] co.uk
[3] padlet.com

Top Domains in Tweet in G3:
[25] twitter.com
[14] ac.uk
[3] office.com
[3] itch.io
[1] co.uk
[1] socioviz.net
[1] lthechat.com
[1] family.blog
[1] socialmediaforlearning.com
[1] educationtechnologyinsights.com

Top Domains in Tweet in G4:
[42] twitter.com
[12] nodexlgraphgallery.org
[5] lthechat.com
[2] ac.uk
[2] washington.edu
[2] socioviz.net
[1] aucegypt.edu
[1] acdevadventures.blog
[1] open.edu
[1] wordpress.com

Top Domains in Tweet in G5:
[191] twitter.com
[5] nodexlgraphgallery.org
[4] ac.uk
[2] lthechat.com
[1] youtube.com
[1] kpcrossacademy.org
[1] itv.com
[1] apple.com
[1] phoenix.edu
[1] blogspot.com

Top Domains in Tweet in G6:
[20] tandfonline.com
[1] linkedin.com
[1] twitter.com
[1] digis.im

Top Domains in Tweet in G7:
[9] aucegypt.edu

Top Domains in Tweet in G8:
[3] twitter.com
[1] wordpress.com
[1] co.uk

Top Domains in Tweet in G9:
[2] twitter.com
[1] acast.com
[1] tal.net

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5529] lthechat
[701] advancehe_chat
[108] altc
[90] highered
[87] hyflex
[81] joinus
[70] academictwitter
[56] hybrid
[53] highereducation
[32] dualmode



Top Hashtags in Tweet in G1:
[1374] lthechat
[96] advancehe_chat
[47] joinus
[36] academictwitter
[35] hybrid
[26] hyflex
[21] highered
[21] academicchatter
[20] dualmode
[19] register

Top Hashtags in Tweet in G2:
[2736] lthechat
[474] advancehe_chat
[48] hyflex
[32] highered
[30] altc
[16] studentsuccess
[16] joinus
[14] edutwitter
[13] aberpgcthe
[10] academictwitter

Top Hashtags in Tweet in G3:
[176] lthechat
[24] advancehe_chat
[14] altc
[10] socmedhe21
[9] academictwitter
[8] highered
[7] socmedhe20
[7] socmedhe
[6] joinus
[4] creativehe

Top Hashtags in Tweet in G4:
[300] lthechat
[10] advancehe_chat
[10] academictwitter
[9] highered
[7] joinus
[6] altc
[4] tweetchat
[4] hyflex
[4] hybrid
[4] dualmode

Top Hashtags in Tweet in G5:
[883] lthechat
[92] advancehe_chat
[49] altc
[10] femedtech
[6] hyflex
[6] hybrid
[5] scholarship
[5] joinus
[3] activelearning
[3] dualmode

Top Hashtags in Tweet in G6:
[17] highereducation
[12] decolonising
[11] highered
[11] lthechat
[11] university
[9] teaching
[6] pedagogy
[6] criticalthinking
[6] students
[6] research

Top Hashtags in Tweet in G7:
[1] lthechat

Top Hashtags in Tweet in G8:
[12] lthechat
[2] advancehe_chat
[2] highereducation
[1] he
[1] eddev
[1] highered
[1] acdev
[1] teaching
[1] teachereducation
[1] pgce

Top Hashtags in Tweet in G9:
[9] pgcert
[4] highered
[4] lthe
[4] lthechat
[3] highereducation
[1] digitallearning
[1] academicwriting
[1] illustration
[1] higheredjobs

Top Hashtags in Tweet in G10:
[4] lthechat
[2] onlinelearning
[2] edtech
[2] edchat
[1] homeschooling
[1] teachingonline
[1] wellbeing
[1] educhat
[1] edutech
[1] ukedchat

Top Words
Top Words in Tweet in Entire Graph:
[5529] #lthechat
[3485] lthechat
[897] students
[735] a1
[701] #advancehe_chat
[694] learning
[667] fieryred1
[661] advancehe_chat
[643] a3
[639] a2

Top Words in Tweet in G1:
[1374] #lthechat
[997] lthechat
[218] jennncrow
[215] drdjwalker
[199] students
[197] smithysusana
[191] learning
[165] he_harriet
[159] belonging
[158] teaching

Top Words in Tweet in G2:
[2736] #lthechat
[1411] lthechat
[474] #advancehe_chat
[467] students
[389] advancehe_chat
[316] a1
[313] fieryred1
[298] a3
[295] learning
[288] a2

Top Words in Tweet in G3:
[176] #lthechat
[124] poster
[81] leefallin
[79] lthechat
[76] ntrepository
[69] sharing
[60] diverse
[59] created
[58] re
[57] designing

Top Words in Tweet in G4:
[300] #lthechat
[179] lthechat
[95] drlinneasoler
[68] drntasler
[40] learning
[34] more
[31] a1
[29] jennncrow
[28] fieryred1
[28] think

Top Words in Tweet in G5:
[883] #lthechat
[806] lthechat
[244] a1
[216] fieryred1
[202] a3
[190] a2
[182] students
[173] mattcornock
[169] hintondm
[155] a4

Top Words in Tweet in G6:
[33] please
[27] teachinginhe
[20] herdjournal
[17] #highereducation
[15] development
[12] silence
[12] strategic
[12] advancement
[12] institutional
[12] responses

Top Words in Tweet in G7:
[10] suebecks
[10] cltauc
[10] bali_maha
[10] physical
[10] teaching
[9] very
[9] useful
[9] tips
[9] masks
[9] distancing

Top Words in Tweet in G8:
[12] #lthechat
[4] teaching
[3] use
[2] university
[2] know
[2] #advancehe_chat
[2] think
[2] one
[2] students
[2] help

Top Words in Tweet in G9:
[10] ualtle
[9] come
[9] work
[9] amazing
[9] team
[9] looking
[9] interim
[9] course
[9] leader
[9] #pgcert

Top Words in Tweet in G10:
[4] #lthechat
[3] teaching
[2] jaimestweets
[2] cosmickidsyoga
[2] down
[2] camera
[2] #onlinelearning
[2] #edtech
[2] good
[2] #edchat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[505] #lthechat,#advancehe_chat
[496] drdjwalker,smithysusana
[479] lthechat,drdjwalker
[437] lthechat,jennncrow
[406] mattcornock,fieryred1
[392] lthechat,mattcornock
[288] lthechat,drlinneasoler
[282] lthechat,drhelenking
[262] lthechat,he_harriet
[253] drlinneasoler,drntasler

Top Word Pairs in Tweet in G1:
[166] drdjwalker,smithysusana
[151] lthechat,drdjwalker
[123] lthechat,he_harriet
[119] lthechat,jennncrow
[89] #lthechat,213
[67] drlinneasoler,drntasler
[66] #lthechat,#advancehe_chat
[62] mattcornock,fieryred1
[58] 8pm,bst
[58] lthechat,drlinneasoler

Top Word Pairs in Tweet in G2:
[343] #lthechat,#advancehe_chat
[203] drdjwalker,smithysusana
[196] lthechat,drdjwalker
[187] lthechat,jennncrow
[179] mattcornock,fieryred1
[175] lthechat,mattcornock
[138] lthechat,drhelenking
[126] #advancehe_chat,#lthechat
[102] lthechat,drlinneasoler
[90] drlinneasoler,drntasler

Top Word Pairs in Tweet in G3:
[57] designing,diverse
[57] diverse,learners
[57] learners,poster
[56] happy,re
[56] re,sharing
[56] sharing,designing
[56] poster,ntrepository
[56] ntrepository,poster
[56] poster,created
[55] leefallin,happy

Top Word Pairs in Tweet in G4:
[59] lthechat,drlinneasoler
[32] drlinneasoler,drntasler
[21] lthechat,jennncrow
[12] lthechat,mattcornock
[12] mattcornock,fieryred1
[10] looking,forward
[10] lthechat,#lthechat
[10] symbiotic,versus
[10] versus,parasitic
[10] parasitic,aggregation

Top Word Pairs in Tweet in G5:
[146] mattcornock,fieryred1
[142] lthechat,mattcornock
[113] lthechat,drdjwalker
[110] lthechat,jennncrow
[106] drdjwalker,smithysusana
[94] lthechat,drhelenking
[78] lthechat,he_harriet
[72] hintondm,lthechat
[71] #lthechat,#advancehe_chat
[61] lthechat,drlinneasoler

Top Word Pairs in Tweet in G6:
[27] teachinginhe,please
[12] please,silence
[12] silence,strategic
[12] strategic,advancement
[12] advancement,institutional
[12] institutional,responses
[12] responses,#decolonising
[12] #decolonising,#highereducation
[11] #highereducation,eng
[9] higher,education

Top Word Pairs in Tweet in G7:
[10] cltauc,bali_maha
[9] suebecks,very
[9] very,useful
[9] useful,tips
[9] tips,teaching
[9] teaching,masks
[9] masks,physical
[9] physical,distancing
[9] distancing,cltauc
[9] bali_maha,wanderingwyne

Top Word Pairs in Tweet in G8:
[2] use,synchtube
[2] synchtube,sites
[2] cytube,teaching

Top Word Pairs in Tweet in G9:
[9] come,work
[9] work,amazing
[9] amazing,team
[9] team,looking
[9] looking,interim
[9] interim,course
[9] course,leader
[9] leader,#pgcert
[9] #pgcert,jan
[9] jan,sept

Top Word Pairs in Tweet in G10:
[2] jaimestweets,cosmickidsyoga
[2] down,camera
[2] 1950s,1980s
[2] 1980s,tv
[2] tv,presenters
[2] presenters,teach
[2] teach,teaching
[2] teaching,remotely
[2] remotely,fred
[2] fred,rogers

Top Replied-To
Top Replied-To in Entire Graph:
@lthechat
@advancehe_chat
@s_j_lancaster
@judith_ekn
@hintondm
@nomadwarmachine
@kiusum
@sfaulknerpando
@fieryred1
@suebecks

Top Replied-To in G1:
@lthechat
@advancehe_chat
@judith_ekn
@suebecks
@hintondm
@santanuvasant
@maryjacobtel1
@chrisekennedy
@s_j_lancaster
@louisescicomm

Top Replied-To in G2:
@lthechat
@advancehe_chat
@s_j_lancaster
@judith_ekn
@hintondm
@nomadwarmachine
@kiusum
@sfaulknerpando
@fieryred1
@profpeterbrad

Top Replied-To in G3:
@lthechat
@kiusum
@sfaulknerpando
@judith_ekn
@drntasler
@s_j_lancaster
@niall_barr
@cdg_81_
@ou_ld_team
@fieryred1

Top Replied-To in G4:
@lthechat
@hintondm
@judith_ekn
@leefallin
@mrgsheffield
@santanuvasant
@chrissinerantzi
@cdg_81_
@drntasler
@nomadwarmachine

Top Replied-To in G5:
@lthechat
@fieryred1
@halamansour
@mirena07
@kiusum
@paulfryorkshire
@advancehe_chat

Top Replied-To in G7:
@suebecks

Top Mentioned
Top Mentioned in Entire Graph:
@lthechat
@drdjwalker
@fieryred1
@jennncrow
@smithysusana
@advancehe_chat
@hintondm
@mattcornock
@drhelenking
@drntasler

Top Mentioned in G1:
@lthechat
@jennncrow
@drdjwalker
@smithysusana
@he_harriet
@hintondm
@fieryred1
@drntasler
@mattcornock
@drhelenking

Top Mentioned in G2:
@lthechat
@fieryred1
@advancehe_chat
@drdjwalker
@smithysusana
@jennncrow
@drhelenking
@mattcornock
@hintondm
@drntasler

Top Mentioned in G3:
@leefallin
@ntrepository
@lthechat
@sue
@drdjwalker
@drntasler
@smithysusana
@fieryred1
@hintondm
@drlinneasoler

Top Mentioned in G4:
@lthechat
@drlinneasoler
@drntasler
@jennncrow
@fieryred1
@sfaulknerpando
@hintondm
@chrissinerantzi
@alejandroa
@maryjacobtel1

Top Mentioned in G5:
@lthechat
@fieryred1
@mattcornock
@hintondm
@advancehe_chat
@smithysusana
@drdjwalker
@judith_ekn
@drhelenking
@jennncrow

Top Mentioned in G6:
@teachinginhe
@herdjournal
@mhwami
@masseyuni
@otago
@berben_ana
@hku_science
@cetlhku
@lindariebe1
@craig_whitsed

Top Mentioned in G7:
@cltauc
@bali_maha
@suebecks
@wanderingwyneth
@jennyagriffiths
@lthechat

Top Mentioned in G9:
@ualtle

Top Mentioned in G10:
@jaimestweets
@cosmickidsyoga
@floellabenjamin
@podcastedtech
@lthechat
@advancehe_chat

Top Tweeters
Top Tweeters in Entire Graph:
@fantasticradioo
@isthisab0t
@blkhwk0ps
@imbotss
@evidencerobot
@margymaclibrary
@scalarhumanity
@idkflowers1
@drpetra
@teacher2teacher

Top Tweeters in G1:
@blkhwk0ps
@imbotss
@evidencerobot
@grammasheri
@thartman2u
@bali_maha
@trabimechanic
@parkendlydia
@emmakeddev
@unibirmingham

Top Tweeters in G2:
@isthisab0t
@idkflowers1
@drpetra
@david_t_evans
@fidaisyg
@akazeeox
@warwicklanguage
@hopkinsdavid
@suebecks
@s_j_lancaster

Top Tweeters in G3:
@catspyjamasnz
@chri5rowell
@livinginhope
@hallmum5
@phdforum
@ifrank
@research_ftw
@neilwithnell
@leohavemann
@drmjbunting

Top Tweeters in G4:
@margymaclibrary
@scalarhumanity
@scottturneruon
@iainmacl
@chrissinerantzi
@cristinacost
@_conorgalvin
@falmouthuni
@plagiarismtoday
@leicesterunion

Top Tweeters in G5:
@teacher2teacher
@thisaeshaw
@getkahoot
@jnyrose
@wakelet
@bbc
@stephendann
@slideshare
@infosys
@bevgibbs

Top Tweeters in G6:
@drkatyvigurs
@samheadart
@sophiaoc
@umity1
@globalfaultline
@masseyuni
@fadiax
@leonoraritter
@otago
@ncsehe

Top Tweeters in G7:
@topofthefield
@katyavdgk
@jasonptrdavies
@profclairelucas
@vcrodrigues_uea
@geneticsmbbs
@owenmarie
@libraryquays
@felicia_vulcu
@wanderingwyneth

Top Tweeters in G8:
@sarah__hallam
@tzijlstra
@stem_gender
@paramachaudhury
@ncjbrown
@edubabbie
@drrhys
@unirdg_tel
@nathaniel__p
@drelliekennedy

Top Tweeters in G9:
@ellieracheldare
@lcf_library
@ualpgcommunity
@ualtle
@uowedobs
@arslucia
@jimpurnell
@idoodledesign
@ualspark
@edu_sheldon

Top Tweeters in G10:
@floellabenjamin
@podcastedtech
@soph_bailey
@cosmickidsyoga
@jaimestweets