#LTHEchat, Twitter, 12/10/2021 8:08:31 AM, 268016


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#LTHEchat_2021-12-09_23-39-36.xlsx
#LTHEchat_2021-12-09_23-39-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 10, 2021
Short Description:
#LTHEchat via NodeXL https://bit.ly/31OvR04
@lthechat
@fieryred1
@leefallin
@hintondm
@alejandroa
@virnarossi
@s_j_lancaster
@sfaulknerpando
@ntrepository
@suebecks

Top hashtags:
#lthechat
#advancehe_chat
#highered
#altc
#flexiblelearning
#joinus
#edchateu

Description:
Description
The graph represents a network of 893 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, 10 December 2021 at 07:48 UTC.

The requested start date was Friday, 10 December 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 67-day, 23-hour, 54-minute period from Friday, 01 October 2021 at 11:00 UTC to Wednesday, 08 December 2021 at 10:54 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 : 893
Unique Edges : 1855
Edges With Duplicates : 20142
Total Edges : 21997
Number of Edge Types : 5
Retweet : 3737
MentionsInRetweet : 9307
Mentions : 5576
Replies to : 2445
Tweet : 932
Self-Loops : 952
Reciprocated Vertex Pair Ratio : 0.163879598662207
Reciprocated Edge Ratio : 0.281609195402299
Connected Components : 18
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 826
Maximum Edges in a Connected Component : 21576
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.994253
Graph Density : 0.00524256926066717
Modularity : 0.096331
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 893 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, 10 December 2021 at 07:48 UTC.

The requested start date was Friday, 10 December 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 67-day, 23-hour, 54-minute period from Friday, 01 October 2021 at 11:00 UTC to Wednesday, 08 December 2021 at 10:54 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:
[30] https://lthechat.com/2021/11/28/lthechat-220-decolonising-learning-technology-led-by-professor-john-traxler-johntraxler/
[17] 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/
[10] https://www.tandfonline.com/toc/cher20/40/6?nav=tocList
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265604
[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/
[7] https://www.advance-he.ac.uk/news-and-views/identity-and-belonging-centre-new-models-learning
[7] https://www.advance-he.ac.uk/membership/member-benefits-2021-22/connect-benefit-series/student-success
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267020
[6] https://twitter.com/LTHEchat/status/1445828705411031044

Top URLs in Tweet in G1:
[12] https://figshare.edgehill.ac.uk/articles/poster/Designing_for_Diverse_Learners_Poster_3_2_2_/16840531/1
[9] https://www.tandfonline.com/toc/cher20/40/6?nav=tocList
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265604
[5] https://forms.office.com/pages/responsepage.aspx?id=KVxybjp2UE-B8i4lTwEzyIWRaSfisDZNr7noDyyUqrdURjREMVFFSjc5VThQR0FaUkVTV0ZNR1BIWC4u
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267020
[4] https://lthechat.com/2021/11/28/lthechat-220-decolonising-learning-technology-led-by-professor-john-traxler-johntraxler/
[4] https://view.genial.ly/606c234e7f9d910d7c1683ed
[4] https://peopledevelopment.leeds.ac.uk/belonging-at-leeds/
[4] https://lthechat.com/2021/11/01/lthechat-217-symbiotic-versus-parasitic-aggregation-good-practice-for-social-media/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266641

Top URLs in Tweet in G2:
[13] https://lthechat.com/2021/11/28/lthechat-220-decolonising-learning-technology-led-by-professor-john-traxler-johntraxler/
[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/identity-and-belonging-centre-new-models-learning
[5] https://lthechat.com/2021/11/01/lthechat-217-symbiotic-versus-parasitic-aggregation-good-practice-for-social-media/
[4] https://twitter.com/lthechat/status/1450170471140544514
[4] https://blog.digis.im/ed-tech/is-hyflex-in-flux/
[4] https://altc.alt.ac.uk/blog/2021/11/decolonising-learning-technology-part-1/
[4] https://sally-brown.net/
[4] https://twitter.com/LTHEchat/status/1445826192557232137
[3] https://twitter.com/LTHEchat/status/1445735648158273537

Top URLs in Tweet in G3:
[3] https://twitter.com/hack_kay/status/1453436837716893702
[3] https://twitter.com/AdvanceHE_chat/status/1453441367103836162
[2] https://theconversation.com/online-translators-are-sexist-heres-how-we-gave-them-a-little-gender-sensitivity-training-157846
[2] https://twitter.com/LTHEchat/status/1445828705411031044
[2] https://twitter.com/LTHEchat/status/1445831222001868800
[2] https://twitter.com/Judith_ekn/status/1461064094757367822
[2] https://twitter.com/LTHEchat/status/1461066612157472768
[2] https://lthechat.com/2021/11/28/lthechat-220-decolonising-learning-technology-led-by-professor-john-traxler-johntraxler/
[2] https://twitter.com/AdvanceHE_chat/status/1453438850609696779
[1] https://twitter.com/i/web/status/1466142400389304334

Top URLs in Tweet in G4:
[8] https://lthechat.com/2021/11/28/lthechat-220-decolonising-learning-technology-led-by-professor-john-traxler-johntraxler/
[6] https://lthechat.com/2021/11/01/lthechat-217-symbiotic-versus-parasitic-aggregation-good-practice-for-social-media/
[4] https://lthechat.com/2021/10/10/lthechat-215-developing-being-belonging-becoming-to-support-student-success-led-by-dr-harriet-dunbar-morris-he_harriet/
[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://lthechat.com/2021/11/14/lthechat-219-supporting-and-assessing-student-groupwork-led-by-peter-hartley-profpeterbrad-mark-dawson-mark_g_dawson-sue-beckingham-suebecks/
[2] https://lthechat.com/tweetchat-help/
[2] https://lthechat.com/2021/11/07/lthechat-218-expertise-a-new-discourse-for-learning-teaching-in-higher-education-led-by-dr-helen-king-drhelenking/
[1] https://twitter.com/LTHEchat/status/1444899276396564487?s=20
[1] https://twitter.com/i/web/status/1445369852844285953
[1] https://twitter.com/i/web/status/1466133750593556484

Top URLs in Tweet in G5:
[3] https://lthechat.com/2021/11/07/lthechat-218-expertise-a-new-discourse-for-learning-teaching-in-higher-education-led-by-dr-helen-king-drhelenking/
[2] https://twitter.com/LTHEchat/status/1448207474641809408
[2] https://twitter.com/hintondm/status/1462900323975151617
[2] https://twitter.com/lthechat/status/1455183491931455489
[2] https://twitter.com/lthechat/status/1464976463896186884
[2] https://twitter.com/UoB_HEFi/status/1460153097607602176?s=20
[1] https://sally-brown.net/
[1] https://twitter.com/i/web/status/1445046249867169792
[1] https://twitter.com/i/web/status/1445413399987380230
[1] https://docs.google.com/forms/d/e/1FAIpQLSeMg-li0T_3WuOoqI8lHJXszN3UWjNDimrPSJP0l5H56gM0SQ/viewform?usp=send_form

Top URLs in Tweet in G6:
[2] https://twitter.com/DrLizzieBurns/status/1464657325529178115
[1] https://twitter.com/i/web/status/1464662271729229838
[1] https://www.youtube.com/watch?v=I6Pz5dT1sDE

[1] https://twitter.com/OuraniaVarsou/status/1464643664467173376
[1] https://twitter.com/OuraniaVarsou/status/1464649795214225416
[1] https://twitter.com/DrLizzieBurns/status/1464664590755803141
[1] https://twitter.com/DrSharonSneddon/status/1464665647443496969
[1] https://twitter.com/drsharonsneddon/status/1464671383733035011
[1] https://twitter.com/romanyinstem/status/1464677084425601024
[1] https://twitter.com/iaincmrowe/status/1464682218211758083

Top URLs in Tweet in G7:
[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 G8:
[1] https://staff.kent.ac.uk/news/29359/e-learning-webinar-multimedia-and-accessibility-making-online-work-for-everyone

Top URLs in Tweet in G9:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266771
[1] https://blogs.brighton.ac.uk/race/

Top URLs in Tweet in G10:
[1] https://naerjournal.ua.es/article/view/v10n2-1
[1] https://naerjournal.ua.es/article/view/v10n2-3

Top Domains
Top Domains in Tweet in Entire Graph:
[642] twitter.com
[93] ac.uk
[77] lthechat.com
[55] nodexlgraphgallery.org
[21] tandfonline.com
[12] co.uk
[8] sally-brown.net
[8] youtube.com
[8] wakelet.com
[6] office.com

Top Domains in Tweet in G1:
[122] twitter.com
[38] nodexlgraphgallery.org
[30] ac.uk
[12] tandfonline.com
[10] lthechat.com
[5] office.com
[5] podbean.com
[4] genial.ly
[3] igi-global.com
[2] washington.edu

Top Domains in Tweet in G2:
[247] twitter.com
[37] ac.uk
[22] lthechat.com
[8] nodexlgraphgallery.org
[8] co.uk
[5] sally-brown.net
[4] digis.im
[3] wordpress.com
[3] org.uk
[2] theconversation.com

Top Domains in Tweet in G3:
[175] twitter.com
[7] ac.uk
[5] nodexlgraphgallery.org
[3] lthechat.com
[2] theconversation.com
[1] sally-brown.net
[1] apple.com
[1] co.uk
[1] youtube.com
[1] phoenix.edu

Top Domains in Tweet in G4:
[31] lthechat.com
[15] twitter.com
[7] wakelet.com
[3] youtube.com
[1] drhelenking.com
[1] ac.uk
[1] paper.li

Top Domains in Tweet in G5:
[56] twitter.com
[14] ac.uk
[7] lthechat.com
[3] nodexlgraphgallery.org
[2] sally-brown.net
[1] google.com
[1] phoenix.edu
[1] academia.edu
[1] wordpress.com
[1] researchgate.net

Top Domains in Tweet in G6:
[14] twitter.com
[1] youtube.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] acast.com
[1] tal.net

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

Top Domains in Tweet in G9:
[1] nodexlgraphgallery.org
[1] ac.uk

Top Domains in Tweet in G10:
[2] ua.es

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5576] lthechat
[706] advancehe_chat
[114] highered
[100] altc
[85] flexiblelearning
[72] joinus
[70] edchateu
[67] academictwitter
[63] creativehe
[52] highereducation



Top Hashtags in Tweet in G1:
[760] lthechat
[84] advancehe_chat
[55] highered
[31] academictwitter
[28] academicchatter
[27] altc
[23] socmedhe
[18] socmedhe21
[18] aussieed
[16] joinus

Top Hashtags in Tweet in G2:
[3246] lthechat
[524] advancehe_chat
[62] flexiblelearning
[35] joinus
[32] highered
[30] altc
[19] studentsuccess
[15] edutwitter
[15] decolonisation
[14] highereducation

Top Hashtags in Tweet in G3:
[877] lthechat
[60] advancehe_chat
[37] altc
[7] femedtech
[6] flexiblelearning
[6] joinus
[5] scholarship
[5] decolonisation
[3] highereducation
[3] skills

Top Hashtags in Tweet in G4:
[257] lthechat
[9] joinus
[8] advancehe_chat
[5] academictwitter
[4] tweetchat
[3] areyoucoming
[3] savethedate
[2] thanks
[2] conversation
[2] debate

Top Hashtags in Tweet in G5:
[324] lthechat
[28] advancehe_chat
[18] register
[14] highereducation
[13] academictwitter
[12] decolonisation
[10] highered
[9] cpd
[9] scholarship
[8] pgche

Top Hashtags in Tweet in G6:
[70] edchateu
[55] creativehe
[54] lthechat
[22] arts
[19] crafts
[14] teaching
[12] science
[5] origami
[5] teachers
[4] students

Top Hashtags in Tweet in G7:
[10] pgcert
[5] highered
[4] lthe
[4] lthechat
[3] highereducation
[2] illustration
[1] digitallearning
[1] academicwriting
[1] higheredjobs

Top Hashtags in Tweet in G8:
[12] digieduwebinar
[4] lthechat
[1] academictwitter
[1] highereducation
[1] academicchatter

Top Hashtags in Tweet in G9:
[2] lthechat
[1] academicchatter
[1] advancehe_chat

Top Hashtags in Tweet in G10:
[4] computationalthinking
[4] young
[4] measuring
[4] phubbing
[4] peruvian
[2] lthechat
[1] peruvianuniversities
[1] highered
[1] romanian
[1] educational

Top Words
Top Words in Tweet in Entire Graph:
[5575] #lthechat
[3437] lthechat
[931] students
[832] learning
[706] #advancehe_chat
[705] suebecks
[685] a1
[667] fieryred1
[666] profpeterbrad
[635] drdjwalker

Top Words in Tweet in G1:
[760] #lthechat
[363] lthechat
[127] poster
[120] learning
[116] drlinneasoler
[113] leefallin
[107] drntasler
[84] #advancehe_chat
[84] ntrepository
[82] students

Top Words in Tweet in G2:
[3245] #lthechat
[1888] lthechat
[595] students
[524] #advancehe_chat
[476] learning
[418] profpeterbrad
[409] suebecks
[404] drdjwalker
[378] smithysusana
[371] fieryred1

Top Words in Tweet in G3:
[877] #lthechat
[841] lthechat
[227] a1
[221] fieryred1
[191] students
[190] suebecks
[180] mattcornock
[176] a2
[175] a3
[168] profpeterbrad

Top Words in Tweet in G4:
[257] #lthechat
[112] lthechat
[70] led
[54] learning
[51] student
[45] please
[44] reply
[41] drhelenking
[40] comments
[32] education

Top Words in Tweet in G5:
[324] #lthechat
[227] lthechat
[65] hintondm
[56] teaching
[47] he_harriet
[46] online
[44] education
[42] learning
[42] gmt
[35] 8pm

Top Words in Tweet in G6:
[87] edchateu
[70] #edchateu
[55] #creativehe
[54] #lthechat
[47] drlizzieburns
[46] ouraniavarsou
[44] drkmprice
[43] romanyinstem
[22] #arts
[22] use

Top Words in Tweet in G7:
[14] ualtle
[10] come
[10] work
[10] amazing
[10] team
[10] looking
[10] interim
[10] course
[10] leader
[10] #pgcert

Top Words in Tweet in G8:
[12] please
[12] share
[12] agenda
[12] next
[12] #digieduwebinar
[12] multimedia
[12] accessibility
[12] making
[12] online
[12] work

Top Words in Tweet in G9:
[17] many
[17] requests
[17] created
[17] website
[17] provides
[17] articles
[17] posters
[17] race
[17] equality
[17] feel

Top Words in Tweet in G10:
[8] students
[6] naerjournal
[5] university
[4] investigating
[4] #computationalthinking
[4] ability
[4] #young
[4] school
[4] grade
[4] levels

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[573] #lthechat,#advancehe_chat
[501] profpeterbrad,mark_g_dawson
[496] drdjwalker,smithysusana
[490] lthechat,profpeterbrad
[479] lthechat,drdjwalker
[446] mark_g_dawson,suebecks
[406] mattcornock,fieryred1
[392] lthechat,mattcornock
[288] lthechat,drlinneasoler
[284] lthechat,drhelenking

Top Word Pairs in Tweet in G1:
[77] lthechat,drlinneasoler
[57] designing,diverse
[57] diverse,learners
[57] learners,poster
[57] #lthechat,#advancehe_chat
[56] happy,re
[56] re,sharing
[56] sharing,designing
[56] poster,ntrepository
[56] ntrepository,poster

Top Word Pairs in Tweet in G2:
[435] #lthechat,#advancehe_chat
[326] drdjwalker,smithysusana
[322] profpeterbrad,mark_g_dawson
[319] lthechat,profpeterbrad
[316] lthechat,drdjwalker
[284] mark_g_dawson,suebecks
[225] mattcornock,fieryred1
[221] lthechat,mattcornock
[153] lthechat,johntraxler
[139] lthechat,drhelenking

Top Word Pairs in Tweet in G3:
[155] mattcornock,fieryred1
[152] lthechat,mattcornock
[127] lthechat,profpeterbrad
[127] profpeterbrad,mark_g_dawson
[118] lthechat,drdjwalker
[113] mark_g_dawson,suebecks
[111] drdjwalker,smithysusana
[95] lthechat,drhelenking
[91] lthechat,he_harriet
[76] hintondm,lthechat

Top Word Pairs in Tweet in G4:
[40] please,reply
[38] #lthechat,comments
[36] lthechat,#lthechat
[20] led,dr
[18] symbiotic,versus
[18] versus,parasitic
[18] higher,education
[18] drdjwalker,smithysusana
[17] parasitic,aggregation
[15] #lthechat,218

Top Word Pairs in Tweet in G5:
[41] lthechat,he_harriet
[31] higher,education
[28] adapting,thriving
[28] thriving,pgcert
[28] pgcert,teaching
[28] online,symposium
[27] teaching,higher
[25] education,online
[25] symposium,4th
[25] 4th,nov

Top Word Pairs in Tweet in G6:
[55] #edchateu,#creativehe
[53] #creativehe,#lthechat
[49] #lthechat,edchateu
[25] romanyinstem,drkmprice
[21] drkmprice,edchateu
[19] #arts,#crafts
[16] edchateu,drlizzieburns
[16] drlizzieburns,thealiceroberts
[13] please,quote
[12] #science,#teaching

Top Word Pairs in Tweet in G7:
[10] come,work
[10] work,amazing
[10] amazing,team
[10] team,looking
[10] looking,interim
[10] interim,course
[10] course,leader
[10] leader,#pgcert
[10] #pgcert,jan
[10] jan,sept

Top Word Pairs in Tweet in G8:
[12] please,share
[12] share,agenda
[12] agenda,next
[12] next,#digieduwebinar
[12] #digieduwebinar,multimedia
[12] multimedia,accessibility
[12] accessibility,making
[12] making,online
[12] online,work
[11] philanthony4,please

Top Word Pairs in Tweet in G9:
[17] many,requests
[17] requests,created
[17] created,website
[17] website,provides
[17] provides,articles
[17] articles,posters
[17] posters,race
[17] race,equality
[17] equality,feel
[17] feel,free

Top Word Pairs in Tweet in G10:
[4] investigating,#computationalthinking
[4] #computationalthinking,ability
[4] ability,#young
[4] #young,school
[4] school,students
[4] students,grade
[4] grade,levels
[4] levels,two
[4] two,different
[4] different,types

Top Replied-To
Top Replied-To in Entire Graph:
@lthechat
@jdew2
@judith_ekn
@advancehe_chat
@hintondm
@s_j_lancaster
@nomadwarmachine
@sfaulknerpando
@kiusum
@fieryred1

Top Replied-To in G1:
@lthechat
@judith_ekn
@hintondm
@jdew2
@cdg_81_
@s_j_lancaster
@drntasler
@santanuvasant
@maryjacobtel1
@mrgsheffield

Top Replied-To in G2:
@lthechat
@jdew2
@advancehe_chat
@judith_ekn
@s_j_lancaster
@nomadwarmachine
@hintondm
@sfaulknerpando
@kiusum
@leefallin

Top Replied-To in G3:
@lthechat
@johntraxler
@fieryred1
@virnarossi
@santanuvasant
@halamansour
@sfaulknerpando
@benrjen
@paulfryorkshire
@urbaninuk

Top Replied-To in G4:
@lthechat
@suebecks
@amysampsonuk
@drntasler
@maryjacobtel1
@advancehe_chat
@he_harriet

Top Replied-To in G5:
@lthechat
@advancehe_chat
@santanuvasant
@suebecks
@judith_ekn
@chrissinerantzi
@profsallybrown
@drdjwalker
@hack_kay
@nomadwarmachine

Top Replied-To in G6:
@romanyinstem
@drkmprice
@drlizzieburns
@drsharonsneddon
@bob_maclean
@drkirstyross
@iaincmrowe

Top Replied-To in G8:
@santanuvasant

Top Mentioned
Top Mentioned in Entire Graph:
@lthechat
@suebecks
@profpeterbrad
@drdjwalker
@fieryred1
@smithysusana
@mark_g_dawson
@mattcornock
@hintondm
@drhelenking

Top Mentioned in G1:
@lthechat
@drlinneasoler
@leefallin
@drntasler
@ntrepository
@hintondm
@suebecks
@sue
@sfaulknerpando
@virnarossi

Top Mentioned in G2:
@lthechat
@drdjwalker
@profpeterbrad
@suebecks
@smithysusana
@mark_g_dawson
@fieryred1
@advancehe_chat
@mattcornock
@drhelenking

Top Mentioned in G3:
@lthechat
@fieryred1
@suebecks
@mattcornock
@profpeterbrad
@drdjwalker
@smithysusana
@hintondm
@mark_g_dawson
@drhelenking

Top Mentioned in G4:
@lthechat
@drhelenking
@drdjwalker
@he_harriet
@smithysusana
@profpeterbrad
@mark_g_dawson
@suebecks
@mattcornock
@johntraxler

Top Mentioned in G5:
@lthechat
@hintondm
@he_harriet
@drdjwalker
@johntraxler
@suebecks
@profpeterbrad
@smithysusana
@drntasler
@mark_g_dawson

Top Mentioned in G6:
@edchateu
@ouraniavarsou
@drlizzieburns
@drkmprice
@romanyinstem
@thealiceroberts
@uofgmvlsengage
@drsharonsneddon
@iaincmrowe
@uofglasgowasc

Top Mentioned in G7:
@ualtle
@maryjacobtel1
@cathybovill
@uoe_teaching
@virnarossi

Top Mentioned in G8:
@philanthony4
@lthechat
@akwyz
@stephenlrose
@anda19
@mart_compton
@maryjacobtel1
@leefallin
@ntrepository
@sue

Top Mentioned in G9:
@bhavikanilpatel
@scottturneruon
@suebecks
@mark_g_dawson
@lthechat
@fieryred1
@alejandroa
@drdjwalker

Top Mentioned in G10:
@naerjournal
@infouma
@gerardochtic
@usatenlinea
@suneduperu
@cientificospe
@educacion_uma
@cies_us
@alejandroa
@johntraxler

Top Tweeters
Top Tweeters in Entire Graph:
@artificialbra1n
@fantasticradioo
@eraser
@juandoming
@education_24x7
@akwyz
@blkhwk0ps
@academicchatter
@fortunemagazine
@satyajit1910

Top Tweeters in G1:
@fortunemagazine
@satyajit1910
@margymaclibrary
@hohoyanna
@junjudapi
@botforequality
@scottturneruon
@bali_maha
@peteqconsult
@do_kinder

Top Tweeters in G2:
@academicchatter
@idkflowers1
@drpetra
@david_t_evans
@fidaisyg
@fernand0
@diffandrep
@iainmacl
@warwicklanguage
@kwooleyy

Top Tweeters in G3:
@artificialbra1n
@teacher2teacher
@thisaeshaw
@grammasheri
@jamesclay
@jnyrose
@getkahoot
@uniofherts
@bbc
@uniofeastanglia

Top Tweeters in G4:
@blkhwk0ps
@tes
@akazeeox
@markannand
@chri5rowell
@impactwales
@cjrw
@kshjensen
@carolinecooke
@fatbadger442

Top Tweeters in G5:
@scalarhumanity
@dmuleicester
@markj_ohnson
@mini_lebowski
@trabimechanic
@unibirmingham
@netflix
@kaymagpie
@usc
@guildofstudents

Top Tweeters in G6:
@edchateu
@ed
@thealiceroberts
@roysocchem
@bob_maclean
@thephysoc
@uofglasgowasc
@scottborder1
@drkirstyross
@drlizzieburns

Top Tweeters in G7:
@ellieracheldare
@lcf_library
@ualpgcommunity
@ualtle
@timbocop
@uowedobs
@uoe_teaching
@cathybovill
@arslucia
@jimpurnell

Top Tweeters in G8:
@akwyz
@stephenlrose
@mart_compton
@karlgimblett
@anda19
@sarahcrabbe1
@timkingo
@yvomoore
@cl4ireg
@philanthony4

Top Tweeters in G9:
@braincures
@zamorasdream
@zjayres
@johngcanning
@brightphysios
@drkaraayers
@jamescolearch
@bhavikanilpatel
@beththomashanco
@marinanovelli73

Top Tweeters in G10:
@infouma
@ethejournal
@cientificospe
@suneduperu
@educacion_uma
@aulamagna2_0
@imsolano
@entretic
@gerardochtic
@cies_us


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