#LTHEchat, Twitter, 6/4/2021 7:03:08 AM, 256272


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#LTHEchat_2021-06-03_23-39-36.xlsx
#LTHEchat_2021-06-03_23-39-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 04, 2021
Short Description:
#LTHEchat via NodeXL https://bit.ly/34NZU6l
@lthechat
@virnarossi
@alejandroa
@hintondm
@drntasler
@edchateu
@racephil
@advancehe_chat
@hack_kay
@jennyhillman18

Top hashtags:
#lthechat
#advancehe_chat
#creativehe
#academicchatter
#aussieed
#academictwitter
#edchateu

Description:
Description
The graph represents a network of 1,163 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, 04 June 2021 at 06:44 UTC.

The requested start date was Friday, 04 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 77-day, 14-hour, 11-minute period from Wednesday, 17 March 2021 at 20:57 UTC to Thursday, 03 June 2021 at 11:09 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 : 1163
Unique Edges : 2122
Edges With Duplicates : 14365
Total Edges : 16487
Number of Edge Types : 5
MentionsInRetweet : 4949
Mentions : 4427
Tweet : 1343
Retweet : 2769
Replies to : 2999
Self-Loops : 1375
Reciprocated Vertex Pair Ratio : 0.175498426023085
Reciprocated Edge Ratio : 0.298594063825039
Connected Components : 39
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 1110
Maximum Edges in a Connected Component : 16417
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.087095
Graph Density : 0.00331580590880905
Modularity : 0.138382
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,163 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, 04 June 2021 at 06:44 UTC.

The requested start date was Friday, 04 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 77-day, 14-hour, 11-minute period from Wednesday, 17 March 2021 at 20:57 UTC to Thursday, 03 June 2021 at 11:09 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:
[22] https://lthechat.com/tweetchat-help/
[19] https://lthechat.com/2021/05/30/lthechat-206-are-we-really-going-to-decolonise-the-curriculum-if-so-how-and-when/
[19] https://lthechat.com/2021/04/18/lthechat-202-integrating-flexible-assessment-for-inclusion/
[14] https://www.liverpool.ac.uk/centre-for-innovation-in-education/podcasts/treasure-island-pedagogies-series/
[12] https://www.igi-global.com/gateway/book/266359
[12] https://lthechat.com
[10] https://lthechat.com/2021/05/09/lthechat-204-creativehe-takeover-creative-approaches-to-student-engagement-online/
[10] https://www.amazon.com/dp/036774144X/ref=cm_sw_r_tw_dp_x_uqUZFbJT524KD
[9] https://www.linkedin.com/slink?code=dPVuQUw
[9] https://lthechat.com/?p=4531

Top URLs in Tweet in G1:
[10] https://www.liverpool.ac.uk/centre-for-innovation-in-education/podcasts/treasure-island-pedagogies-series/
[8] https://twitter.com/LTHEchat/status/1374813271392317442
[6] https://hawksey.info/tagsexplorer/?key=15OqDTKhscDJo8ZGggQmxYiCYQeJ-mOFNdjOzZB3tQ_o&gid=400689247
[6] https://lthechat.com/2021/04/18/lthechat-202-integrating-flexible-assessment-for-inclusion/
[6] https://twitter.com/LTHEchat/status/1390023490732904452
[5] https://lthechat.com
[5] https://twitter.com/LTHEchat/status/1395101954192285699
[4] https://twitter.com/LTHEchat/status/1392555424621101056
[4] https://twitter.com/LTHEchat/status/1395092139697053697
[4] https://twitter.com/LTHEchat/status/1395096921052618753

Top URLs in Tweet in G2:
[3] https://lthechat.com/2021/05/30/lthechat-206-are-we-really-going-to-decolonise-the-curriculum-if-so-how-and-when/
[3] http://soviz.net
[3] https://include.wp.worc.ac.uk/rear-view-mirror-from-a-uk-perspective/
[2] https://twitter.com/DrPaulKleiman/status/1390024693881745410?s=20
[2] https://lthechat.com/
[2] https://www.youtube.com/watch?v=2TEeoQROLqM&feature=youtu.be

[2] https://twitter.com/include2020/status/1382963378788786179
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250852
[2] https://twitter.com/NtuTilt/status/1392039091685019649
[2] https://twitter.com/peteqconsult/status/1370292428016644099

Top URLs in Tweet in G3:
[14] https://lthechat.com/2021/05/30/lthechat-206-are-we-really-going-to-decolonise-the-curriculum-if-so-how-and-when/
[12] https://lthechat.com/tweetchat-help/
[9] https://lthechat.com/2021/04/18/lthechat-202-integrating-flexible-assessment-for-inclusion/
[8] https://lthechat.com/?p=4462
[8] https://lthechat.com/?p=4531
[6] https://lthechat.com
[6] https://lthechat.com/2021/05/09/lthechat-204-creativehe-takeover-creative-approaches-to-student-engagement-online/
[3] https://wakelet.com/wake/ztunuoHSWasxHos6Kv2yb
[3] https://lthechat.com/
[2] https://twitter.com/hack_kay/status/1376904217198202883

Top URLs in Tweet in G4:
[10] https://www.igi-global.com/gateway/book/266359
[6] https://www.tandfonline.com/doi/full/10.1080/13562517.2021.1881773?cookieSet=1
[6] https://www.linkedin.com/slink?code=dPVuQUw
[4] https://lthechat.com/tweetchat-help/
[4] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http%3A%2F%2Flink.springer.com%2Fcontent%2Fpdf%2F10.1007%2Fs11528-021-00593-w.pdf
[4] https://www.tandfonline.com/doi/abs/10.1080/13562517.2020.1852202?cookieSet=1
[2] http://Sally-brown.net
[2] https://twitter.com/LTHEchat/status/1400165569853149186
[1] https://twitter.com/drntasler/status/1395106790770106377
[1] https://twitter.com/i/web/status/1372286442580369414

Top URLs in Tweet in G5:
[7] https://www.advance-he.ac.uk/news-and-views/transformative-conversations-students-what-are-we-listening
[4] https://www.advance-he.ac.uk/news-and-views/environmental-and-social-sustainability-who-leading-whom
[3] https://twitter.com/ameenalpayne/status/1387492384817119234
[2] https://www.plymouth.ac.uk/students-and-family/sustainability
[2] https://twitter.com/fashionnatascha/status/1377350722619011076
[2] https://lthechat.com/tweetchat-help/
[1] https://twitter.com/i/web/status/1386678924546093057
[1] https://twitter.com/i/web/status/1386988400016756738
[1] https://twitter.com/i/web/status/1387371767912570882
[1] https://twitter.com/i/web/status/1387479225846861830

Top URLs in Tweet in G6:
[4] https://www.tandfonline.com/toc/cher20/40/4?nav=tocList&cookieSet=1
[4] https://www.tandfonline.com/toc/cher20/40/3?nav=tocList&cookieSet=1
[3] https://www.tandfonline.com/doi/full/10.1080/07294360.2021.1920893?cookieSet=1
[2] https://www.tandfonline.com/toc/cher20/40/2?nav=tocList&cookieSet=1
[1] https://twitter.com/i/web/status/1373972871492497411
[1] https://twitter.com/i/web/status/1391753253780557831
[1] https://twitter.com/i/web/status/1398250110908174340
[1] https://www.tandfonline.com/doi/full/10.1080/07294360.2021.1901666?cookieSet=1
[1] https://www.tandfonline.com/doi/full/10.1080/07294360.2021.1887095
[1] https://twitter.com/i/web/status/1381843846296899585

Top URLs in Tweet in G7:
[2] https://lthechat.com/2021/04/18/lthechat-202-integrating-flexible-assessment-for-inclusion/
[2] https://supervisingphds.wordpress.com/2021/05/12/how-to-be-a-supervision-jedi/
[1] https://twitter.com/ArchaeologyChe1/status/1387286586828656641
[1] https://twitter.com/i/web/status/1384953999112212482
[1] https://twitter.com/i/web/status/1374819111931379713
[1] https://twitter.com/i/web/status/1374824404891406340
[1] https://twitter.com/LTHEchat/status/1384914835880570880
[1] https://twitter.com/LTHEchat/status/1384950060954398726
[1] https://twitter.com/i/web/status/1384955150746402818
[1] https://twitter.com/LTHEchat/status/1384955094454636545

Top URLs in Tweet in G8:
[2] https://www.fiverr.com/200111668?gig_id=200111668&utm_campaign=base_gig_show_share&utm_content=&utm_medium=shared&utm_source=mobile&utm_term=
[1] https://twitter.com/i/web/status/1374890199956779010
[1] https://twitter.com/i/web/status/1374927441957896197
[1] https://www.fiverr.com/share/qjrrLV
[1] https://twitter.com/i/web/status/1375114929766756352
[1] https://lawsuperior.com/
[1] https://twitter.com/i/web/status/1375174927016427523
[1] https://twitter.com/i/web/status/1375292381243736064
[1] https://twitter.com/i/web/status/1375580240303509506
[1] https://media.podserve.fm/media/episodes/user_3625/2326/Episode5.mp3

Top URLs in Tweet in G9:
[2] https://www.linkedin.com/slink?code=g7m8e7i
[1] https://theeducationburrito.podbean.com/e/ep-20-chimichanga-challenge-biting-in-student-charter/?token=83fda1baab3e45e8235b8554f3ce1f03
[1] https://twitter.com/i/web/status/1397145421449940993
[1] https://open.spotify.com/episode/3neEaLWOZC61DfBKWEW19O?si=3waS4GHcTOG7kQ_4tRKoGg
[1] https://podcasts.apple.com/gb/podcast/ep-19-unwrapping-virtual-exchange-with-teresa-mackinnon/id1533426856?i=1000518796661
[1] https://theeducationburrito.podbean.com/e/ep-19-unwrapping-virtual-exchange-with-teresa-mackinnon/?token=1c9be06ffd55e7437508e99151721018
[1] https://twitter.com/Hohojanna/status/1309493304971661312
[1] https://twitter.com/i/web/status/1382649337868644355
[1] https://twitter.com/UCLLibraries/status/1395645485516480512?s=20
[1] https://twitter.com/verenanz/status/1389072589390114818

Top URLs in Tweet in G10:
[2] http://survey.derby.ac.uk/index.php/724488?lang=en
[1] https://twitter.com/edu4wellbeing/status/1390598289922330632
[1] https://twitter.com/i/web/status/1374322429712031746
[1] https://twitter.com/edu4wellbeing/status/1374322429712031746
[1] https://twitter.com/i/web/status/1382317277538816007
[1] https://twitter.com/i/web/status/1384766433394053120
[1] https://twitter.com/i/web/status/1384869499036446720
[1] https://twitter.com/i/web/status/1385572225114427392
[1] https://twitter.com/edu4wellbeing/status/1384869499036446720
[1] https://twitter.com/edu4wellbeing/status/1382317277538816007

Top Domains
Top Domains in Tweet in Entire Graph:
[1429] twitter.com
[126] lthechat.com
[68] ac.uk
[32] tandfonline.com
[18] nodexlgraphgallery.org
[14] igi-global.com
[11] wordpress.com
[11] linkedin.com
[11] google.com
[10] amazon.com

Top Domains in Tweet in G1:
[831] twitter.com
[30] lthechat.com
[27] ac.uk
[9] nodexlgraphgallery.org
[8] google.com
[6] hawksey.info
[6] wordpress.com
[5] co.uk
[5] bit.ly
[4] youtube.com

Top Domains in Tweet in G2:
[246] twitter.com
[11] lthechat.com
[11] ac.uk
[7] nodexlgraphgallery.org
[4] youtube.com
[3] soviz.net
[3] inclusivelearningdesign.com
[2] theconversation.com
[2] igi-global.com
[1] wonkhe.com

Top Domains in Tweet in G3:
[76] twitter.com
[73] lthechat.com
[7] wakelet.com
[2] google.com
[2] linkedin.com
[2] tandfonline.com
[2] ac.uk
[2] culturalpractice.org
[1] wke.lt
[1] wordpress.com

Top Domains in Tweet in G4:
[113] twitter.com
[11] igi-global.com
[10] tandfonline.com
[6] linkedin.com
[4] lthechat.com
[4] springer.com
[3] sally-brown.net
[3] ac.uk
[2] co.uk
[1] wonder.me

Top Domains in Tweet in G5:
[74] twitter.com
[19] ac.uk
[6] lthechat.com
[1] vimeo.com
[1] wiley.com
[1] theconversation.com
[1] asu.edu
[1] tandfonline.com
[1] studentsuccessjournal.org
[1] answergarden.ch

Top Domains in Tweet in G6:
[15] tandfonline.com
[11] twitter.com
[1] ac.uk
[1] scholarlyteacher.com
[1] mdpi.com
[1] zoom.us
[1] wiley.com

Top Domains in Tweet in G7:
[25] twitter.com
[2] lthechat.com
[2] wordpress.com
[1] ac.uk
[1] co.uk

Top Domains in Tweet in G8:
[11] twitter.com
[5] fiverr.com
[2] nuzzel.com
[1] lawsuperior.com
[1] podserve.fm
[1] mailchi.mp

Top Domains in Tweet in G9:
[10] twitter.com
[2] podbean.com
[2] linkedin.com
[1] spotify.com
[1] apple.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5521] lthechat
[824] advancehe_chat
[170] creativehe
[142] academicchatter
[133] aussieed
[132] academictwitter
[126] edchateu
[107] highered
[87] edchat
[55] eddev



Top Hashtags in Tweet in G1:
[3187] lthechat
[431] advancehe_chat
[93] creativehe
[31] eddev
[27] advancehechat
[27] altc
[20] acdev
[19] academictwitter
[14] highered
[14] sotl

Top Hashtags in Tweet in G2:
[705] lthechat
[120] advancehe_chat
[117] academicchatter
[117] aussieed
[104] edchateu
[103] academictwitter
[67] edchat
[38] edchatie
[28] curriculum
[27] highered

Top Hashtags in Tweet in G3:
[534] lthechat
[33] advancehe_chat
[31] creativehe
[9] eci201
[8] highered
[7] sustainability
[7] lrnscichat
[6] eddev
[6] plndiscovery
[3] acdec

Top Hashtags in Tweet in G4:
[474] lthechat
[54] advancehe_chat
[38] highered
[14] creativehe
[11] abl
[10] activeblendedlearning
[9] thedigiweekuk
[9] blendedlearning
[7] openaccess
[6] he

Top Hashtags in Tweet in G5:
[392] lthechat
[164] advancehe_chat
[28] sustainability
[20] creativehe
[19] studentengagementconf21
[14] sdgs
[14] esd
[5] transforminghe
[5] integratedthinking
[4] edchateu

Top Hashtags in Tweet in G6:
[24] lthechat
[11] bottomline
[7] highered
[7] advancehe_chat
[5] studentengagement
[4] blendedlearning
[2] universities
[1] onlinelearning
[1] studentsaspartners
[1] cocreation

Top Hashtags in Tweet in G7:
[43] lthechat
[8] aldcon21
[7] highered
[6] loveld
[4] highereducation
[3] scottish
[3] scottishparliament
[3] hechat
[3] academicchatter
[3] academictwitter

Top Hashtags in Tweet in G8:
[30] lthechat
[4] sotl
[4] sotlwalk
[2] advancehe_chat
[2] greatbritishmenu
[1] moodle
[1] altc
[1] biblefactsunveiled
[1] 7k
[1] money

Top Hashtags in Tweet in G9:
[39] lthechat
[12] edtech
[12] whatabouttheedtechs
[8] altc
[6] aussieed
[5] podcast
[5] ucleducationconference
[5] go_gn
[3] highered
[3] oerxdomains21

Top Hashtags in Tweet in G10:
[27] academics
[16] lthechat
[9] academicchatter
[5] academictwitter
[4] academicdevelopers
[4] academic
[2] ethnicity
[2] inclusivity
[1] curriculum

Top Words
Top Words in Tweet in Entire Graph:
[5520] #lthechat
[2745] lthechat
[832] students
[824] #advancehe_chat
[812] advancehe_chat
[466] more
[462] teaching
[436] think
[425] learning
[425] a1

Top Words in Tweet in G1:
[3187] #lthechat
[1715] lthechat
[431] #advancehe_chat
[395] students
[388] advancehe_chat
[304] kjhaxton
[294] think
[276] a1
[269] judith_ekn
[263] more

Top Words in Tweet in G2:
[705] #lthechat
[317] lthechat
[174] virnarossi
[120] #advancehe_chat
[117] #academicchatter
[117] #aussieed
[111] students
[111] advancehe_chat
[104] #edchateu
[103] #academictwitter

Top Words in Tweet in G3:
[534] #lthechat
[322] lthechat
[115] week
[112] join
[84] students
[59] explore
[56] curriculum
[54] teaching
[54] 206
[51] more

Top Words in Tweet in G4:
[474] #lthechat
[168] lthechat
[128] students
[92] alejandroa
[90] profsallybrown
[72] assessment
[65] racephil
[62] learning
[59] a5
[59] a2

Top Words in Tweet in G5:
[392] #lthechat
[239] advancehe_chat
[164] #advancehe_chat
[161] lthechat
[72] student
[70] hack_kay
[66] students
[58] join
[41] week
[34] sustainability

Top Words in Tweet in G6:
[24] #lthechat
[22] education
[21] higher
[19] engagement
[18] uob_hefi
[18] face
[17] research
[15] development
[14] herdjournal
[11] #bottomline

Top Words in Tweet in G7:
[43] #lthechat
[21] supervision
[20] jedi
[16] lthechat
[16] share
[15] part
[15] jess_gagnon
[13] inclusion
[12] students
[11] more

Top Words in Tweet in G8:
[30] #lthechat
[5] drnsheridan
[5] teaching
[5] learning
[5] journal
[4] design
[4] call
[4] contributions
[4] open
[4] access

Top Words in Tweet in G9:
[39] #lthechat
[18] lthechat
[12] working
[12] #edtech
[12] virnarossi
[12] #whatabouttheedtechs
[12] survey
[11] ep
[11] week
[11] level

Top Words in Tweet in G10:
[39] online
[38] uk
[38] edu4wellbeing
[36] survey
[35] academics
[27] #academics
[24] looking
[18] identify
[16] #lthechat
[16] help

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[513] #lthechat,#advancehe_chat
[303] #advancehe_chat,#lthechat
[280] week,#lthechat
[244] join,week
[183] lthechat,join
[162] lthechat,a4
[159] lthechat,a1
[154] lthechat,a5
[152] #lthechat,204
[151] lthechat,a2

Top Word Pairs in Tweet in G1:
[286] #lthechat,#advancehe_chat
[144] #advancehe_chat,#lthechat
[104] week,#lthechat
[100] lthechat,a4
[99] lthechat,a1
[98] lthechat,a2
[94] lthechat,a5
[92] join,week
[86] lthechat,a3
[83] #lthechat,204

Top Word Pairs in Tweet in G2:
[89] #lthechat,#advancehe_chat
[42] #lthechat,#aussieed
[40] #academicchatter,#academictwitter
[34] #academictwitter,#academicchatter
[33] #lthechat,#academicchatter
[30] #advancehe_chat,#lthechat
[29] #aussieed,#edchateu
[26] lthechat,a5
[23] #lthechat,#academictwitter
[23] week,#lthechat

Top Word Pairs in Tweet in G3:
[99] week,#lthechat
[89] join,week
[57] lthechat,join
[54] #lthechat,206
[46] #lthechat,202
[42] #lthechat,204
[40] #lthechat,205
[38] lthechat,#lthechat
[35] #lthechat,203
[35] educational,development

Top Word Pairs in Tweet in G4:
[44] profsallybrown,#lthechat
[38] #lthechat,#advancehe_chat
[26] #lthechat,a5
[25] staff,students
[25] #lthechat,a2
[24] #lthechat,a4
[22] large,scale
[22] content,king
[21] students,thrive
[21] thrive,large

Top Word Pairs in Tweet in G5:
[87] #advancehe_chat,#lthechat
[73] #lthechat,#advancehe_chat
[32] advancehe_chat,lthechat
[26] student,engagement
[25] week,#lthechat
[21] join,week
[19] transformative,conversations
[19] #studentengagementconf21,today
[19] today,discussed
[19] discussed,ways

Top Word Pairs in Tweet in G6:
[21] higher,education
[10] education,research
[10] research,development
[10] development,40
[10] 15,articles
[9] analogues,engagement
[9] engagement,assessing
[9] assessing,tertiary
[9] tertiary,student
[9] student,engagement

Top Word Pairs in Tweet in G7:
[10] part,jedi
[10] jedi,justice
[10] justice,equity
[10] equity,diversity
[10] diversity,inclusion
[10] inclusion,doctoral
[10] doctoral,supervision
[10] supervision,supervision
[10] supervision,jedi
[7] pls,share

Top Word Pairs in Tweet in G8:
[4] drnsheridan,call
[4] call,contributions
[4] contributions,open
[4] open,access
[4] access,peer
[4] peer,reviewed
[4] reviewed,scholarship
[4] scholarship,teaching
[4] teaching,learning
[4] learning,journal

Top Word Pairs in Tweet in G9:
[10] #whatabouttheedtechs,ambiguity
[10] ambiguity,#edtech
[10] #edtech,working
[10] working,uk
[10] uk,irish
[10] irish,3rd
[10] 3rd,level
[10] level,complete
[10] complete,survey
[9] join,week

Top Word Pairs in Tweet in G10:
[32] online,survey
[16] survey,help
[16] help,identify
[16] identify,barriers
[15] survey,academics
[15] academics,looking
[15] looking,uk
[15] uk,#academics
[15] #academics,complete
[15] complete,online

Top Replied-To
Top Replied-To in Entire Graph:
@lthechat
@advancehe_chat
@kjhaxton
@judith_ekn
@kiusum
@drntasler
@s_j_lancaster
@hintondm
@nomadwarmachine
@santanuvasant

Top Replied-To in G1:
@lthechat
@kjhaxton
@advancehe_chat
@judith_ekn
@kiusum
@drntasler
@s_j_lancaster
@nomadwarmachine
@hintondm
@santanuvasant

Top Replied-To in G2:
@lthechat
@advancehe_chat
@hintondm
@judith_ekn
@kjhaxton
@jonnyjohnston
@maryjacobtel1
@profsallybrown
@adam_tate1
@martinrich106

Top Replied-To in G3:
@lthechat
@santanuvasant
@advancehe_chat
@kiusum
@alejandroa
@hintondm
@profsallybrown
@danceswithcloud
@sueinasp
@annamariencsu

Top Replied-To in G4:
@lthechat
@s_j_lancaster
@chrissinerantzi
@santanuvasant
@suebecks
@advancehe_chat
@halamansour
@profsallybrown
@virnarossi
@judith_ekn

Top Replied-To in G5:
@advancehe_chat
@lthechat
@drntasler
@virnarossi
@judith_ekn
@kjhaxton
@fashionnatascha
@santanuvasant
@warwicklanguage
@jennyagriffiths

Top Replied-To in G6:
@advancehe_chat
@judith_ekn

Top Replied-To in G7:
@lthechat
@lj_rees
@thezzanicholson
@virnarossi
@catrionaebell

Top Replied-To in G9:
@lthechat
@warwicklanguage
@drntasler
@racephil

Top Mentioned
Top Mentioned in Entire Graph:
@lthechat
@advancehe_chat
@virnarossi
@hintondm
@s_j_lancaster
@alejandroa
@kjhaxton
@judith_ekn
@profsallybrown
@hack_kay

Top Mentioned in G1:
@lthechat
@advancehe_chat
@s_j_lancaster
@judith_ekn
@kjhaxton
@nomadwarmachine
@rachelleeobrien
@kiusum
@drntasler
@hintondm

Top Mentioned in G2:
@lthechat
@virnarossi
@hintondm
@advancehe_chat
@uob_pgche
@peteqconsult
@profsallybrown
@tee_nadan
@ketsoltd
@tundeva

Top Mentioned in G3:
@lthechat
@fbrooksworth
@alejandroa
@hintondm
@tundeva
@jonnyjohnston
@jonny
@advancehe_chat
@rachelleeobrien
@halamansour

Top Mentioned in G4:
@lthechat
@alejandroa
@profsallybrown
@racephil
@advancehe_chat
@s_j_lancaster
@virnarossi
@hintondm
@kjhaxton
@drpaulkleiman

Top Mentioned in G5:
@advancehe_chat
@lthechat
@hack_kay
@advancehe
@kimkdo
@hintondm
@virnarossi
@fashionnatascha
@_pxavier
@skemp_esd

Top Mentioned in G6:
@uob_hefi
@herdjournal
@ncjbrown
@erg42
@lthechat
@drfrankcastelli
@sensitivsci
@advancehe_chat
@macquarie_uni
@yukaseko

Top Mentioned in G7:
@jess_gagnon
@lthechat
@jennyhillman18
@leefallin
@ipihe1
@katebridgeman1
@techietomtom
@danceswithcloud
@uochester
@jldhe1

Top Mentioned in G8:
@ayoeddy2

Top Mentioned in G9:
@lthechat
@virnarossi
@mattbirchdesign
@edburritopod
@warwicklanguage
@leohavemann
@hj_dewaard
@verenanz
@advancehe_chat
@hintondm

Top Mentioned in G10:
@edu4wellbeing

Top Tweeters
Top Tweeters in Entire Graph:
@glasgow_watch
@ronaldclarke
@bot_innovation
@bbcnews
@wagjuer
@raesnape
@phyl_jones
@sustaintrends
@academicchatter
@flipgrid

Top Tweeters in G1:
@glasgow_watch
@bbcnews
@tombennett71
@newsneus
@uo
@58r
@fidaisyg
@grammasheri
@scottturneruon
@iainmacl

Top Tweeters in G2:
@raesnape
@academicchatter
@ukedchat
@education_24x7
@ribblevalleysue
@rdene915
@helperstream
@drpetra
@texhewson
@edchateu

Top Tweeters in G3:
@ronaldclarke
@rita_finnigan
@robyn_rihannarf
@thartman2u
@laurapasquini
@hopkinsdavid
@jamesclay
@trabimechanic
@annagregarious
@sstroschein2

Top Tweeters in G4:
@bot_innovation
@timeshighered
@david_t_evans
@katgallow
@cecilia_bocking
@vivianfrancos
@jim_dickinson
@dogtrax
@ishkolhatkar
@ra

Top Tweeters in G5:
@sustaintrends
@margymaclibrary
@weincludedorg
@he_harriet
@tamu
@halehmoravej
@kfenbyhulse
@cjrw
@utas_
@caledoniannews

Top Tweeters in G6:
@sdgsbot
@hazzyc
@stephzihms
@insea_blog
@gcruzmatos
@ioe_london
@macquarie_uni
@virtuallenna
@les_unibham
@rkchallen

Top Tweeters in G7:
@phyl_jones
@bmatb
@bkguilfoy
@drkatyvigurs
@uochester
@sgwarnog
@strathclydeucu
@jonrainford
@nidhalaigh
@calum_carson

Top Tweeters in G8:
@zecohealth
@ea
@doctormikereddy
@musawalaikipia
@lee_ballantyne
@rscsam
@thewaynegibbons
@edubabbie
@emtodorova
@zimdani

Top Tweeters in G9:
@scalarhumanity
@thisaeshaw
@verenanz
@koutropoulos
@leohavemann
@sensor63
@judithbk
@edubot_he
@hj_dewaard
@unaledger

Top Tweeters in G10:
@winludivine
@chisi_98
@hermanamam
@brads4
@nicolabyrom
@tbowersbrown
@emlinne
@alisongilmour
@networksmarten
@donald_lush


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