#LTHEchat, Twitter, 1/22/2021 9:13:29 AM, 246208


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#LTHEchat_2021-01-21_23-39-51.xlsx
#LTHEchat_2021-01-21_23-39-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 22, 2021
Short Description:
#LTHEchat via NodeXL https://bit.ly/2LVDpqf
@lthechat
@virnarossi
@profsallybrown
@racephil
@hintondm
@herdjournal
@santanuvasant
@scottturneruon
@alejandroa
@a_l_t

Top hashtags:
#lthechat
#advancehe_chat
#52etc
#highered
#edchateu
#edtwitter
#altc
#edchat
#aussieed

Description:
Description
The graph represents a network of 1,000 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, 22 January 2021 at 07:44 UTC.

The requested start date was Friday, 22 January 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 77-day, 19-hour, 27-minute period from Wednesday, 04 November 2020 at 20:18 UTC to Thursday, 21 January 2021 at 15:46 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 : 1000
Unique Edges : 2043
Edges With Duplicates : 15150
Total Edges : 17193
Number of Edge Types : 5
Replies to : 3439
Mentions : 5701
MentionsInRetweet : 4329
Retweet : 2303
Tweet : 1421
Self-Loops : 1439
Reciprocated Vertex Pair Ratio : 0.18549030029232
Reciprocated Edge Ratio : 0.312934319659269
Connected Components : 34
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 941
Maximum Edges in a Connected Component : 17092
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.152144
Graph Density : 0.00446546546546547
Modularity : 0.120575
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,000 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, 22 January 2021 at 07:44 UTC.

The requested start date was Friday, 22 January 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 77-day, 19-hour, 27-minute period from Wednesday, 04 November 2020 at 20:18 UTC to Thursday, 21 January 2021 at 15:46 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:
[21] https://www.tandfonline.com/doi/full/10.1080/07294360.2020.1847048
[14] https://lthechat.com/2020/12/13/lthechat194-just-as-nice-to-give-as-receive-with-guest-hosts-dr-kate-cuthbert-cuthbert_kate-dr-safia-barikzai-safiabarikzai-and-dr-dawne-irving-bell-belld17/
[10] https://www.advance-he.ac.uk/news-and-views/52etc-a-toolkit-for-student-engagement
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241971
[8] https://www.advance-he.ac.uk/membership/member-events/december
[7] https://lthechat.com/2021/01/11/lthechat191-dr_chris_wiley-evaluating-student-evaluation-of-teaching/
[7] https://twitter.com/LTHEchat/status/1339148264340275201
[7] https://www.eventbrite.co.uk/e/the-seda-winter-festival-x-5-days-registration-128882973443
[6] https://altc.alt.ac.uk/online2020/
[6] https://anchor.fm/talkingHE

Top URLs in Tweet in G1:
[12] https://lthechat.com/2020/12/13/lthechat194-just-as-nice-to-give-as-receive-with-guest-hosts-dr-kate-cuthbert-cuthbert_kate-dr-safia-barikzai-safiabarikzai-and-dr-dawne-irving-bell-belld17/
[7] https://twitter.com/LTHEchat/status/1339148264340275201
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241971
[5] https://www.amazon.co.uk/Space-Opera-Catherynne-M-Valente/dp/1481497502/ref=as_li_ss_tl?crid=1BAFGIR8X1UHA&dchild=1&keywords=space+opera+catherynne+valente&qid=1608146795&quartzVehicle=77-989&replacementKeywords=opera+catherynne+valente&sprefix=space+opera,aps,177&sr=8-1&linkCode=sl1&tag=junkbots-21&linkId=972db1015e5f9eac013f53d91058d103&language=en_GB
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243414
[4] https://unsplash.com/
[4] https://pixabay.com/
[4] https://taylorinstitute.ucalgary.ca/resources/module/managing-team-projects
[4] https://twitter.com/LTHEchat/status/1338035558937894912
[4] https://lthechat.com/2021/01/17/lthechat194-post-pandemic-pedagogy-the-venerable-lecture-with-hosts-sarah-honeychurch-apostolos-koutropoulos-and-lenandlar-singh/

Top URLs in Tweet in G2:
[5] https://www.advance-he.ac.uk/news-and-views/52etc-a-toolkit-for-student-engagement
[4] https://lthechat.com/2021/01/11/lthechat191-dr_chris_wiley-evaluating-student-evaluation-of-teaching/
[3] https://anchor.fm/talkingHE
[3] https://twitter.com/LTHEchat/status/1351992897772670977
[3] https://twitter.com/LTHEchat/status/1326628263834255360
[3] https://seda.ac.uk/spr-con-2021
[2] https://www.jessestommel.com/how-to-ungrade/
[2] https://lthechat.com/2020/12/13/lthechat194-just-as-nice-to-give-as-receive-with-guest-hosts-dr-kate-cuthbert-cuthbert_kate-dr-safia-barikzai-safiabarikzai-and-dr-dawne-irving-bell-belld17/
[2] https://www.timeshighereducation.com/news/canadian-faculty-describe-despair-online-teaching
[2] https://open.spotify.com/playlist/643yglpEK0MpC2qmNwrCpp?si=Lvj_XQ0DRAechy7n-925jQ

Top URLs in Tweet in G3:
[4] https://www.eventbrite.co.uk/e/the-seda-winter-festival-x-5-days-registration-128882973443
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241919
[3] https://anchor.fm/talkingHE
[2] https://twitter.com/olicav/status/1340349160080486404
[2] https://www.nicole-brown.co.uk/audience-response-systems/
[2] https://www.nicole-brown.co.uk/learning-names/
[1] https://twitter.com/i/web/status/1352201077517643776
[1] https://twitter.com/i/web/status/1351989610394640390
[1] https://twitter.com/i/web/status/1351996149545234435
[1] https://twitter.com/i/web/status/1329156044971454470

Top URLs in Tweet in G4:
[7] https://www.advance-he.ac.uk/membership/member-events/december
[4] https://www.advance-he.ac.uk/news-and-views/52etc-a-toolkit-for-student-engagement
[4] https://altc.alt.ac.uk/online2020/
[3] https://www.inspera.com/qa-coffee-exam-day-before-after-the-pandemic?utm_campaign=Q%26A%20Coffee%20-%209%20December%202020&utm_source=twitter&utm_medium=social
[2] https://wke.lt/w/s/qS5yR4
[2] https://advance-he.ac.uk/news-and-views/52etc-a-toolkit-for-student-engagement
[2] https://survey.derby.ac.uk/index.php/677795?lang=en
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245733
[1] https://twitter.com/i/web/status/1331696766090145799
[1] https://www.edutopia.org/article/strategies-encourage-students-turn-their-cameras

Top URLs in Tweet in G5:
[18] https://www.tandfonline.com/doi/full/10.1080/07294360.2020.1847048
[3] https://www.tandfonline.com/doi/full/10.1080/07294360.2020.1867516
[3] https://www.leedsbeckett.ac.uk/jobs/
[1] https://twitter.com/LTHEchat/status/1326615687423533061
[1] https://twitter.com/i/web/status/1326624570586013696
[1] https://twitter.com/i/web/status/1336768462048251904
[1] https://twitter.com/LTHEchat/status/1334226581066276865
[1] https://twitter.com/doc_mac19/status/1336763131448733701
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243148
[1] https://twitter.com/i/web/status/1326621387998425088

Top URLs in Tweet in G6:
[1] http://imaginativecurriculumnetwork.pbworks.com/f/CREATIVE+AND+CRITICAL+THINKING+LIBERAL+ARTS+EDUCATION.pdf
[1] https://sally-brown.net/kay-sambell-and-sally-brown-covid-19-assessment-collection/
[1] https://thesedablog.wordpress.com/2016/10/13/reflection-on-demand/
[1] https://twitter.com/i/web/status/1351985017858174978
[1] https://twitter.com/i/web/status/1351987419638362112
[1] https://www.seda.ac.uk/seda-winter-festival-20
[1] https://twitter.com/i/web/status/1351989742980784129
[1] https://cdpcollection.pressbooks.com/
[1] https://www.penguin.co.uk/articles/2020/feb/the-boy-the-mole-the-fox-and-the-horse-saved-my-life.html
[1] https://www.eventbrite.co.uk/e/the-seda-winter-festival-x-5-days-registration-128882973443

Top URLs in Tweet in G7:
[1] https://twitter.com/HEFi_reading/status/1314548239090278402
[1] https://twitter.com/i/web/status/1326629944479391744
[1] https://twitter.com/i/web/status/1329154775682834433
[1] https://twitter.com/i/web/status/1329156220515721219
[1] https://twitter.com/i/web/status/1329159910152671232
[1] https://twitter.com/i/web/status/1329160906358579201
[1] https://wakelet.com/wake/AqpjK9Byn2ApHafokwMPO
[1] https://twitter.com/hintondm/status/1333043743235117057
[1] https://twitter.com/i/web/status/1336776777310621698
[1] https://twitter.com/i/web/status/1337708631949717504

Top URLs in Tweet in G8:
[1] https://twitter.com/onlinecpd_matt/status/1328305565840203776
[1] https://twitter.com/i/web/status/1345048269144076288
[1] https://www.tandfonline.com/doi/full/10.1080/13562517.2020.1863351?cookieSet=1
[1] https://twitter.com/i/web/status/1348995197619888130
[1] https://twitter.com/i/web/status/1351115464160768004
[1] https://www.tandfonline.com/doi/abs/10.1080/13562517.2019.1632826?cookieSet=1

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1328826279425093632
[1] https://twitter.com/i/web/status/1326975983543611393
[1] https://twitter.com/i/web/status/1328474256276148224
[1] https://twitter.com/i/web/status/1352028827300597768
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=241971
[1] https://twitter.com/i/web/status/1351896226451648512

Top URLs in Tweet in G10:
[1] https://tiny.cc/ppdbookclub
[1] https://twitter.com/i/web/status/1326619111888183297
[1] https://twitter.com/sbm_jo/status/1327170344923369472
[1] http://rover.ebay.com/rover/1/710-53481-19255-0/1?icep_ff3=2&pub=5575378759&campid=5338273189&customid=&icep_item=264943435089&ipn=psmain&icep_vectorid=229508&kwid=902099&mtid=824&kw=lg&toolid=11111
[1] https://twitter.com/i/web/status/1329170330049519617
[1] http://rover.ebay.com/rover/1/710-53481-19255-0/1?icep_ff3=2&pub=5575378759&campid=5338273189&customid=&icep_item=264943487457&ipn=psmain&icep_vectorid=229508&kwid=902099&mtid=824&kw=lg&toolid=11111
[1] https://twitter.com/i/web/status/1329168567053537282
[1] http://rover.ebay.com/rover/1/710-53481-19255-0/1?icep_ff3=2&pub=5575378759&campid=5338273189&customid=&icep_item=264938783013&ipn=psmain&icep_vectorid=229508&kwid=902099&mtid=824&kw=lg&toolid=11111
[1] https://twitter.com/i/web/status/1329168791952105472
[1] https://twitter.com/i/web/status/1329169409630461954

Top Domains
Top Domains in Tweet in Entire Graph:
[1511] twitter.com
[60] ac.uk
[41] lthechat.com
[32] co.uk
[30] tandfonline.com
[25] nodexlgraphgallery.org
[9] inspera.com
[8] wordpress.com
[7] youtube.com
[7] ebay.com

Top Domains in Tweet in G1:
[501] twitter.com
[33] lthechat.com
[15] co.uk
[13] nodexlgraphgallery.org
[10] ac.uk
[4] unsplash.com
[4] pixabay.com
[4] ucalgary.ca
[4] wakelet.com
[3] tandfonline.com

Top Domains in Tweet in G2:
[680] twitter.com
[14] ac.uk
[7] lthechat.com
[4] co.uk
[3] timeshighereducation.com
[3] youtube.com
[3] anchor.fm
[2] jessestommel.com
[2] opened.ca
[2] spotify.com

Top Domains in Tweet in G3:
[142] twitter.com
[9] co.uk
[5] nodexlgraphgallery.org
[3] anchor.fm
[1] google.com
[1] universityworldnews.com
[1] wordpress.com
[1] yorku.ca
[1] timeshighereducation.com
[1] sally-brown.net

Top Domains in Tweet in G4:
[45] twitter.com
[23] ac.uk
[9] inspera.com
[3] nodexlgraphgallery.org
[3] homerun.co
[2] wke.lt
[2] wordpress.com
[1] edutopia.org
[1] tandfonline.com
[1] appspot.com

Top Domains in Tweet in G5:
[22] tandfonline.com
[11] twitter.com
[4] ac.uk
[1] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[17] twitter.com
[2] co.uk
[2] podbean.com
[1] pbworks.com
[1] sally-brown.net
[1] wordpress.com
[1] ac.uk
[1] pressbooks.com
[1] spotify.com
[1] apple.com

Top Domains in Tweet in G7:
[46] twitter.com
[2] wordpress.com
[1] wakelet.com
[1] unsplash.com
[1] pixabay.com
[1] madewithover.com
[1] talis.com
[1] proquest.com
[1] hejlt.org
[1] ac.uk

Top Domains in Tweet in G8:
[4] twitter.com
[2] tandfonline.com

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

Top Domains in Tweet in G10:
[13] twitter.com
[7] ebay.com
[1] tiny.cc
[1] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5442] lthechat
[286] advancehe_chat
[112] 52etc
[99] highered
[88] edchateu
[74] edtwitter
[74] altc
[71] edchat
[70] aussieed
[43] highereducation



Top Hashtags in Tweet in G1:
[1845] lthechat
[54] advancehe_chat
[31] socmedhe20
[29] scholarship
[26] altc
[21] 52etc
[14] highered
[14] socmedhe
[13] lthechat190
[12] neuromyths

Top Hashtags in Tweet in G2:
[2429] lthechat
[125] advancehe_chat
[28] 52etc
[13] xmas
[13] studentengagement
[10] highered
[8] socmedhe20
[8] aberpgcthe
[8] creativehe
[7] altc

Top Hashtags in Tweet in G3:
[557] lthechat
[75] edchateu
[63] edtwitter
[62] edchat
[62] aussieed
[35] advancehe_chat
[26] highered
[25] sedawinterfest
[17] ukfechat
[14] masterychat

Top Hashtags in Tweet in G4:
[160] lthechat
[54] advancehe_chat
[49] 52etc
[33] altc
[15] jisc
[15] educhat
[13] eassessment
[9] edtech
[8] fe
[7] studentengagement

Top Hashtags in Tweet in G5:
[44] lthechat
[20] highered
[4] eportfolio
[4] hea
[1] covidclassroom
[1] covid_19
[1] melbournelockdown2020
[1] ungrading
[1] bohperiochats
[1] remoteteaching

Top Hashtags in Tweet in G6:
[187] lthechat
[4] theeducationburrito
[3] highereducation
[3] studentengagement
[3] podcast
[2] edchateu
[2] aussieed
[2] edtwitter
[2] advancehe_chat
[1] aberpgcthe

Top Hashtags in Tweet in G7:
[103] lthechat
[9] advancehe_chat
[4] readinggroup
[4] 52etc
[2] gold
[1] illuminate
[1] authentic
[1] talk
[1] learntogether
[1] covid19

Top Hashtags in Tweet in G8:
[31] lthechat
[21] highereducation
[19] teaching
[7] pedagogical
[7] prevent
[6] pedagogy
[5] theory
[4] practice
[3] highered
[2] higheredchat

Top Hashtags in Tweet in G9:
[15] highered
[6] lthechat
[3] hyflex
[1] learning
[1] he
[1] fe

Top Hashtags in Tweet in G10:
[15] lthechat
[4] engice
[4] walfin
[4] therepairshop
[1] academictwitter
[1] cpd
[1] phdchat
[1] phdforum
[1] phdlife
[1] ecrchat

Top Words
Top Words in Tweet in Entire Graph:
[5443] #lthechat
[3183] lthechat
[1120] students
[612] learning
[574] online
[524] a1
[491] kiusum
[478] think
[476] teaching
[475] more

Top Words in Tweet in G1:
[1846] #lthechat
[1413] lthechat
[334] students
[201] online
[190] a1
[183] learning
[175] a2
[175] time
[163] more
[155] a3

Top Words in Tweet in G2:
[2429] #lthechat
[1199] lthechat
[484] students
[312] kiusum
[257] judith_ekn
[237] s_j_lancaster
[236] think
[224] nomadwarmachine
[218] more
[212] online

Top Words in Tweet in G3:
[557] #lthechat
[265] lthechat
[93] students
[75] #edchateu
[69] virnarossi
[68] profsallybrown
[65] learning
[63] #edtwitter
[62] #edchat
[62] #aussieed

Top Words in Tweet in G4:
[160] #lthechat
[64] students
[54] #advancehe_chat
[51] advancehe_chat
[49] #52etc
[47] lthechat
[40] work
[40] uk
[39] online
[39] s_j_norton

Top Words in Tweet in G5:
[44] #lthechat
[42] teaching
[37] herdjournal
[36] students
[27] excellent
[21] work
[20] #highered
[18] undergraduate
[18] understand
[18] mike

Top Words in Tweet in G6:
[187] #lthechat
[111] lthechat
[72] learning
[67] racephil
[55] a3
[54] students
[36] a2
[31] a4
[31] online
[30] a1

Top Words in Tweet in G7:
[103] #lthechat
[102] lthechat
[26] online
[25] hintondm
[20] 8pm
[18] learning
[17] talking
[16] a1
[15] a3
[15] gmt

Top Words in Tweet in G8:
[31] #lthechat
[31] lthechat
[27] please
[22] teachinginhe
[21] learning
[21] #highereducation
[19] #teaching
[14] students
[14] identities
[12] assessment

Top Words in Tweet in G9:
[41] content
[28] king
[27] alejandroa
[15] teaching
[15] #highered
[14] disney
[14] netflix
[14] practitioner
[14] context
[14] fire

Top Words in Tweet in G10:
[15] #lthechat
[6] book
[5] rrp
[4] baby
[4] #engice
[4] #walfin
[4] #therepairshop
[3] a1
[3] system
[3] 50

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[208] #lthechat,#advancehe_chat
[193] lthechat,a1
[189] lthechat,a4
[188] lthechat,a2
[160] lthechat,a3
[158] lthechat,#lthechat
[151] looking,forward
[147] lthechat,a5
[136] lthechat,a6
[119] virnarossi,lthechat

Top Word Pairs in Tweet in G1:
[105] lthechat,#lthechat
[99] lthechat,a2
[98] lthechat,a1
[94] lthechat,a4
[83] looking,forward
[83] lthechat,a3
[79] lthechat,a5
[72] lthechat,a6
[57] hintondm,lthechat
[52] learning,teaching

Top Word Pairs in Tweet in G2:
[81] #lthechat,#advancehe_chat
[70] virnarossi,lthechat
[58] santanuvasant,lthechat
[57] lthechat,a2
[56] lthechat,a4
[49] lthechat,a1
[47] nomadwarmachine,kiusum
[47] cpjobling,lthechat
[43] lthechat,a3
[43] lthechat,a5

Top Word Pairs in Tweet in G3:
[35] #edchat,#edtwitter
[34] #lthechat,#edchateu
[33] #lthechat,#advancehe_chat
[27] #edchateu,#edchat
[26] #edtwitter,#aussieed
[23] profsallybrown,#lthechat
[20] #lthechat,a1
[18] #lthechat,a6
[18] #lthechat,a2
[17] lthechat,#lthechat

Top Word Pairs in Tweet in G4:
[33] #lthechat,#advancehe_chat
[30] academics,uk
[21] #advancehe_chat,#lthechat
[19] work,explore
[19] explore,inclusivity
[17] uk,work
[17] inclusivity,equality
[17] equality,belonging
[17] belonging,transgender
[14] looking,forward

Top Word Pairs in Tweet in G5:
[27] excellent,teaching
[18] undergraduate,students
[18] students,understand
[18] understand,excellent
[18] teaching,mike
[18] mike,mimirinis
[18] mimirinis,#highered
[17] herdjournal,undergraduate
[17] #highered,#teach
[9] stoking,fires

Top Word Pairs in Tweet in G6:
[33] #lthechat,a3
[31] racephil,#lthechat
[24] learning,done
[23] a3,sorry
[23] sorry,gripe
[23] gripe,learning
[23] learning,delivered
[23] delivered,information
[23] information,learning
[23] done,learners

Top Word Pairs in Tweet in G7:
[15] lthechat,a1
[13] lthechat,a4
[12] a1,#lthechat
[11] 8pm,gmt
[11] wednesday,8pm
[10] lthechat,a3
[10] lthechat,a2
[10] lthechat,a5
[10] join,lthechat
[10] lthechat,wednesday

Top Word Pairs in Tweet in G8:
[22] teachinginhe,please
[7] please,prevent
[7] prevent,ing
[7] ing,critical
[7] critical,thinking
[7] thinking,#pedagogical
[7] #pedagogical,impacts
[7] impacts,#prevent
[7] #prevent,uk
[7] uk,#highereducation

Top Word Pairs in Tweet in G9:
[28] content,king
[14] disney,netflix
[14] netflix,content
[14] king,#highered
[14] #highered,practitioner
[14] practitioner,content
[14] king,context
[14] context,fire
[13] alejandroa,disney
[13] fire,lig

Top Word Pairs in Tweet in G10:
[4] #engice,#walfin
[4] #walfin,#therepairshop
[3] 50,rrp
[2] baby,touch
[2] touch,flip
[2] flip,flap
[2] flap,book
[2] book,educational
[2] educational,baby
[2] baby,book

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

Top Replied-To in G1:
@lthechat
@judith_ekn
@kiusum
@nomadwarmachine
@profcturner
@advancehe_chat
@s_j_lancaster
@suebecks
@chris_wiley
@cpjobling

Top Replied-To in G2:
@lthechat
@kiusum
@chris_wiley
@judith_ekn
@kjhaxton
@santanuvasant
@s_j_lancaster
@nomadwarmachine
@srowett
@cpjobling

Top Replied-To in G3:
@lthechat
@advancehe_chat
@hintondm
@nomadwarmachine
@santanuvasant
@judith_ekn
@profcturner
@chris_wiley
@profsallybrown
@kiusum

Top Replied-To in G4:
@lthechat
@advancehe_chat
@s_j_lancaster
@maryjacobtel1
@kiusum
@charlestwachira
@docwiththesocs
@greenhillwood4
@neiljohnford
@celinejbs

Top Replied-To in G5:
@lthechat
@james_youdale
@kjhaxton

Top Replied-To in G6:
@lthechat
@profsallybrown
@racephil
@danielbeneroso
@nige1980
@cpjobling
@hegibson412

Top Replied-To in G7:
@lthechat
@advancehe_chat
@kiusum
@profcturner
@santanuvasant
@baaanedict
@kinny25
@s_j_lancaster
@sarah__wright1
@arasbozkurt

Top Replied-To in G8:
@lthechat
@lstinson81
@louisescicomm

Top Replied-To in G9:
@helenbeetham
@s_j_lancaster
@cwaterhouse_e
@alejandroa

Top Mentioned
Top Mentioned in Entire Graph:
@lthechat
@kiusum
@virnarossi
@s_j_lancaster
@judith_ekn
@nomadwarmachine
@racephil
@kateawright
@srowett
@santanuvasant

Top Mentioned in G1:
@lthechat
@cuthbert_kate
@nomadwarmachine
@judith_ekn
@s_j_lancaster
@kiusum
@hintondm
@suebecks
@virnarossi
@drsbroadberry

Top Mentioned in G2:
@lthechat
@kiusum
@judith_ekn
@s_j_lancaster
@nomadwarmachine
@virnarossi
@kateawright
@srowett
@santanuvasant
@cpjobling

Top Mentioned in G3:
@lthechat
@virnarossi
@profsallybrown
@racephil
@kiusum
@s_j_lancaster
@seda_uk_
@kateawright
@profcturner
@hintondm

Top Mentioned in G4:
@advancehe_chat
@s_j_norton
@advancehe
@edu4wellbeing
@docwiththesocs
@inspera
@lthechat
@virnarossi
@dale_munday
@a_l_t

Top Mentioned in G5:
@herdjournal
@mimirinis
@becksell2001
@zoutracy
@leedsbeckettclt
@lthechat
@_tooth_fairy__
@doc_mac19
@monashuni
@geekypedagogy

Top Mentioned in G6:
@lthechat
@racephil
@profsallybrown
@kiusum
@virnarossi
@kateawright
@profcturner
@cpjobling
@srowett
@s_j_lancaster

Top Mentioned in G7:
@lthechat
@hintondm
@nomadwarmachine
@unibirmingham
@koutro
@profsallybrown
@profcturner
@opennetlearn
@carlessdavid
@racephil

Top Mentioned in G8:
@lthechat
@teachinginhe
@velmc
@emilydanvers
@profcturner
@mattcornock
@racephil
@nige1980
@futurelearn
@profsallybrown

Top Mentioned in G9:
@alejandroa
@racephil
@lthechat
@chrissinerantzi
@scottturneruon
@profsallybrown
@virnarossi
@drnsheridan
@belld17
@socm

Top Tweeters
Top Tweeters in Entire Graph:
@glasgow_watch
@redianbot
@epuujee
@academicchatter
@flipgrid
@whatmollysaid
@mimproxyble
@scalarhumanity
@popelizbet
@glasgowsvoice

Top Tweeters in G1:
@glasgow_watch
@redianbot
@whatmollysaid
@popelizbet
@glasgowsvoice
@teachertoolkit
@lightifyco1
@nvsdata
@canva
@58r

Top Tweeters in G2:
@flipgrid
@timeshighered
@thisaeshaw
@zalkab
@jamesclay
@s_j_lancaster
@calvinmoorley
@jessifer
@clairewynn
@mweller

Top Tweeters in G3:
@mimproxyble
@teacher2teacher
@kijomba1
@edchateu
@david_t_evans
@bali_maha
@chronicle
@zenscara
@clairebrooks
@tinasouth3

Top Tweeters in G4:
@academicchatter
@scalarhumanity
@markj_ohnson
@vivianfrancos
@catspyjamasnz
@ishkolhatkar
@cmdatascoop
@unibirmingham
@dompates
@phdvoice

Top Tweeters in G5:
@drjanet_a_ward
@drsimonwoodward
@kaysoclearn
@emtumilty
@remindhq
@googledrive
@emmadw
@educationarena
@monashuni
@damien_page

Top Tweeters in G6:
@margymaclibrary
@jim_dickinson
@claire_r123
@ju
@sheilmcn
@jennietodd20
@sarah_janemad
@rayyaghul
@wonkhe
@_moo_

Top Tweeters in G7:
@epuujee
@profcathharper
@disruptedtoday
@cerstinmahlow
@roberttalbert
@derekbruff
@slideshare
@zoom_us
@afdujardin
@drjpritchard

Top Tweeters in G8:
@futurelearn
@nikkifairchild2
@productbot6
@drlockheart
@jess_gagnon
@colinmcgill
@athielsch
@lizziebknight
@ibrar_bhatt
@mattcornock

Top Tweeters in G9:
@southseascene
@butterflycolour
@smeh
@dilla_davis
@tonygurr
@brendapadilla
@elswedgio
@drjsimonrofe
@drsallyeverett
@helenbeetham

Top Tweeters in G10:
@alliejohns
@a
@jonathanledger
@plumsden
@crenellatedarts
@jennybiddybrady
@libraryclimb
@symecreative
@ericorradini
@jac_potter


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