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#LTHEchat_2021-07-23_23-39-37.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 27, 2021
Short Description:
#LTHEchat via NodeXL https://bit.ly/373J2tG
@lthechat
@virnarossi
@hintondm
@alejandroa
@drntasler
@s_j_lancaster
@judith_ekn
@uob_hefi
@advancehe_chat
@fieryred1

Top hashtags:
#lthechat
#advancehe_chat
#lrnscichat
#creativehe
#academicchatter
#academictwitter

Description:
Description
The graph represents a network of 1,096 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 Saturday, 24 July 2021 at 06:44 UTC.

The requested start date was Friday, 23 July 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 82-day, 3-hour, 22-minute period from Saturday, 01 May 2021 at 05:34 UTC to Thursday, 22 July 2021 at 08:57 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 : 1096
Unique Edges : 1970
Edges With Duplicates : 13708
Total Edges : 15678
Number of Edge Types : 5
Replies to : 2778
Mentions : 4357
Retweet : 2613
MentionsInRetweet : 4662
Tweet : 1268
Self-Loops : 1287
Reciprocated Vertex Pair Ratio : 0.166804979253112
Reciprocated Edge Ratio : 0.285917496443812
Connected Components : 22
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 1045
Maximum Edges in a Connected Component : 15607
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.101092
Graph Density : 0.00351464853514649
Modularity : 0.138341
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,096 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 Saturday, 24 July 2021 at 06:44 UTC.

The requested start date was Friday, 23 July 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 82-day, 3-hour, 22-minute period from Saturday, 01 May 2021 at 05:34 UTC to Thursday, 22 July 2021 at 08:57 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:
[23] 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/
[14] https://lthechat.com/2021/06/13/lthechat-208-an-lthechat-with-students/
[12] https://lthechat.com/2021/06/06/lthechat-207-using-social-media-in-teaching-and-learning/
[12] https://socialmediaforlearning.com/smash/smash-framework/
[12] https://lthechat.com
[10] https://lthechat.com/2021/06/20/lthechat-209-spotlight-on-educational-development/
[10] https://lthechat.com/2021/05/09/lthechat-204-creativehe-takeover-creative-approaches-to-student-engagement-online/
[10] https://wakelet.com/wake/Ua3tIuZPLIss4yQqFCgMJ
[10] https://lthechat.com/2021/06/27/lthechat/

Top URLs in Tweet in G1:
[9] https://socialmediaforlearning.com/smash/smash-framework/
[6] https://twitter.com/LTHEchat/status/1390023490732904452
[5] https://twitter.com/LTHEchat/status/1400165569853149186
[5] https://wakelet.com/wake/Ua3tIuZPLIss4yQqFCgMJ
[5] https://lthechat.com/tweetchat-help/
[5] https://creativehecommunity.wordpress.com/2021/05/26/3rd-annual-creativehejam-looking-back-on-what-worked-and-looking-forward-to-next-year/
[5] https://www.celt.mmu.ac.uk/community/culturejam2021.php
[4] https://twitter.com/LTHEchat/status/1400167834613739523
[4] https://twitter.com/LTHEchat/status/1400170351510892550
[4] https://www.slideshare.net/suebeckingham/the-academics-guide-to-social-media

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257199
[4] https://link.springer.com/10.1007/s11528-021-00593-w
[4] https://www.tandfonline.com/doi/full/10.1080/13562517.2020.1852202
[3] https://lthechat.com/tweetchat-help/
[2] https://lthechat.com
[2] https://twitter.com/UofGCHERPS/status/1405238057574543373
[2] https://twitter.com/learnonscreen/status/1401856468421427209
[2] https://socialmediaforlearning.com/smash/smash-framework/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256720
[2] https://wakelet.com/wake/Ua3tIuZPLIss4yQqFCgMJ

Top URLs in Tweet in G3:
[15] https://lthechat.com/tweetchat-help/
[12] https://lthechat.com/2021/05/30/lthechat-206-are-we-really-going-to-decolonise-the-curriculum-if-so-how-and-when/
[10] https://lthechat.com/2021/06/13/lthechat-208-an-lthechat-with-students/
[9] https://lthechat.com/?p=4628
[9] https://lthechat.com/2021/06/27/lthechat/
[8] https://lthechat.com/?p=4462
[8] https://lthechat.com/?p=4531
[7] https://lthechat.com
[6] https://lthechat.com/2021/05/09/lthechat-204-creativehe-takeover-creative-approaches-to-student-engagement-online/
[6] https://lthechat.com/?p=4590

Top URLs in Tweet in G4:
[7] https://www.amazon.com/dp/036774144X/ref=cm_sw_r_tw_dp_x_uqUZFbJT524KD
[3] https://include.wp.worc.ac.uk/rear-view-mirror-from-a-uk-perspective/
[2] https://twitter.com/hintondm/status/1400172256823808001
[2] https://twitter.com/LTHEchat/status/1400177900712697859
[2] https://www.inclusivelearningdesign.com/videos/
[2] https://twitter.com/cdelondon/status/1403348003243560961
[2] https://twitter.com/NtuTilt/status/1392039091685019649
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254749
[1] https://twitter.com/i/web/status/1388366260287717381
[1] https://twitter.com/i/web/status/1388368245468585986

Top URLs in Tweet in G5:
[3] https://lthechat.com/2021/05/30/lthechat-206-are-we-really-going-to-decolonise-the-curriculum-if-so-how-and-when/
[2] https://lthechat.com/
[2] https://twitter.com/kateawright/status/1395099207560798213
[2] https://www.birmingham.ac.uk/university/hefi/hefi-conference/hefi21/hefi-festival-programme.aspx
[2] https://lthechat.com/2021/06/06/lthechat-207-using-social-media-in-teaching-and-learning/
[1] http://soviz.net
[1] https://lthechat.com/2021/05/02/lthechat-203-treasure-island-pedagogies/
[1] https://twitter.com/i/web/status/1392558421577187333
[1] https://twitter.com/i/web/status/1392558955419869192
[1] https://twitter.com/i/web/status/1392560942542622723

Top URLs in Tweet in G6:
[6] https://twitter.com/TILEnetwork/status/1408394489643819009
[3] https://wakelet.com/wake/ztunuoHSWasxHos6Kv2yb
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257812
[3] https://amplifyfe.alt.ac.uk/hashtags/
[3] https://tweetedtimes.com/v/13759?s=tnp
[2] https://lthechat.com/2021/06/20/lthechat-209-spotlight-on-educational-development/
[2] https://twitter.com/LTHEchat/status/1407262083993964544
[2] https://twitter.com/drntasler/status/1406715075591876617
[2] https://wakelet.com/wake/SjawNJn9IZOaIsrOgd-eq
[1] https://twitter.com/howardscott75/status/1405252002314076166

Top URLs in Tweet in G7:
[2] https://lthechat.com/2021/06/06/lthechat-207-using-social-media-in-teaching-and-learning/
[1] https://twitter.com/i/web/status/1392561244075347972
[1] https://twitter.com/i/web/status/1392563544726589442
[1] https://twitter.com/i/web/status/1392566367627395078
[1] https://twitter.com/i/web/status/1397630232962732032
[1] https://jobs.uwl.ac.uk/vacancies.aspx?cat=-1
[1] https://twitter.com/i/web/status/1397640034329710592
[1] https://ifttt.com/
[1] http://www.ucdoer.ie/index.php/Using_Biggs%27_Model_of_Constructive_Alignment_in_Curriculum_Design/Introduction
[1] https://lthechat.com/2021/06/20/lthechat-209-spotlight-on-educational-development/

Top URLs in Tweet in G8:
[2] https://supervisingphds.wordpress.com/2021/05/12/how-to-be-a-supervision-jedi/
[1] https://twitter.com/i/web/status/1410954799634436104
[1] https://www.independent.co.uk/news/uk/politics/queen-university-freedom-speech-b1845455.html
[1] https://twitter.com/Jess_Gagnon/status/1392030823952564224
[1] https://twitter.com/i/web/status/1410953711023755268

Top URLs in Tweet in G9:
[1] https://twitter.com/ednapdlte/status/1400408128026464257
[1] https://twitter.com/lthechat/status/1407785529307910145
[1] https://www.dearyoungrocker.com/

Top URLs in Tweet in G10:
[1] https://digitalpedagogylab.com/
[1] https://twitter.com/pedaperjantai/status/1390235239977455616

Top Domains
Top Domains in Tweet in Entire Graph:
[1003] twitter.com
[165] lthechat.com
[48] ac.uk
[33] nodexlgraphgallery.org
[23] wakelet.com
[21] tandfonline.com
[14] socialmediaforlearning.com
[12] wordpress.com
[11] slideshare.net
[9] springer.com

Top Domains in Tweet in G1:
[553] twitter.com
[25] lthechat.com
[20] ac.uk
[11] socialmediaforlearning.com
[9] slideshare.net
[8] nodexlgraphgallery.org
[6] wordpress.com
[5] unicollaboration.org
[5] wakelet.com
[4] openedition.org

Top Domains in Tweet in G2:
[134] twitter.com
[16] nodexlgraphgallery.org
[12] lthechat.com
[9] tandfonline.com
[5] springer.com
[3] ac.uk
[2] wonkhe.com
[2] socialmediaforlearning.com
[2] wakelet.com
[2] soviz.net

Top Domains in Tweet in G3:
[108] lthechat.com
[59] twitter.com
[8] wakelet.com
[3] org.uk
[3] ifntf.org
[1] wordpress.com
[1] worldtimebuddy.com
[1] learningscientists.org
[1] wke.lt
[1] undp.org

Top Domains in Tweet in G4:
[104] twitter.com
[7] amazon.com
[5] nodexlgraphgallery.org
[4] inclusivelearningdesign.com
[4] ac.uk
[2] co.uk
[2] lthechat.com
[2] wakelet.com
[2] ameenapayne.com
[1] openedition.org

Top Domains in Tweet in G5:
[67] twitter.com
[11] lthechat.com
[7] ac.uk
[2] wiley.com
[1] soviz.net
[1] wonkhe.com
[1] bmj.com
[1] edpsychuob.com
[1] stephenbrookfield.com
[1] slideshare.net

Top Domains in Tweet in G6:
[42] twitter.com
[7] ac.uk
[5] wakelet.com
[5] learningscientists.org
[3] lthechat.com
[3] nodexlgraphgallery.org
[3] tweetedtimes.com
[1] retrievalpractice.org
[1] osotl.org

Top Domains in Tweet in G7:
[29] twitter.com
[4] ac.uk
[4] lthechat.com
[3] podbean.com
[2] apple.com
[2] spotify.com
[1] ifttt.com
[1] ucdoer.ie
[1] co.uk
[1] olicav.com

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

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

Top Domains in Tweet in G10:
[1] digitalpedagogylab.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5764] lthechat
[567] advancehe_chat
[362] lrnscichat
[172] creativehe
[135] academicchatter
[130] academictwitter
[119] aussieed
[82] highered
[75] altc
[68] edchateu



Top Hashtags in Tweet in G1:
[3429] lthechat
[418] advancehe_chat
[167] lrnscichat
[119] creativehe
[32] eddev
[29] advancehechat
[25] edu5213sbu
[21] studentengagementconf21
[17] acdev
[15] aberpgcthe

Top Hashtags in Tweet in G2:
[691] lthechat
[46] altc
[45] advancehe_chat
[24] highered
[21] lrnscichat
[18] femedtech
[15] juneedtechchallenge
[13] edtech
[12] creativehe
[9] thedigiweekuk

Top Hashtags in Tweet in G3:
[513] lthechat
[40] lrnscichat
[25] creativehe
[18] advancehe_chat
[17] prme
[7] edu5213sbu
[6] tweetchat
[6] advancehetorchrelay
[5] advancehechat
[5] highered

Top Hashtags in Tweet in G4:
[411] lthechat
[110] academicchatter
[109] aussieed
[91] academictwitter
[63] edchateu
[57] edchat
[45] edchatie
[32] advancehe_chat
[20] edtwitter
[17] udlchat

Top Hashtags in Tweet in G5:
[276] lthechat
[25] advancehe_chat
[21] highered
[14] cpd
[11] academictwitter
[9] bottomline
[8] creativehe
[8] hiddencurriculum
[8] highereducation
[7] eddev

Top Hashtags in Tweet in G6:
[140] lthechat
[110] lrnscichat
[15] fe
[14] amplifyfe
[5] advancehe_chat
[4] teamuofg
[4] ukfechat
[4] employeetraining
[3] ger
[3] edchat

Top Hashtags in Tweet in G7:
[227] lthechat
[23] advancehe_chat
[14] lrnscichat
[8] podcast
[7] edtech
[7] altc
[6] highered
[5] juneedtechchallenge
[5] adan21
[5] thread

Top Hashtags in Tweet in G8:
[8] lthechat
[6] highered
[5] sdg5
[3] hechat
[3] academicchatter
[3] academictwitter
[3] phdchat
[1] highereducation
[1] studentsnotsuspects
[1] educatorsnotinformants

Top Hashtags in Tweet in G9:
[11] lthechat
[2] aussieed
[1] lthe
[1] edchateu

Top Hashtags in Tweet in G10:
[3] lthechat
[2] pedaperjantai

Top Words
Top Words in Tweet in Entire Graph:
[5750] #lthechat
[3007] lthechat
[1011] students
[683] learning
[568] #advancehe_chat
[545] join
[509] teaching
[498] week
[492] student
[481] a1

Top Words in Tweet in G1:
[3422] #lthechat
[1784] lthechat
[585] students
[419] #advancehe_chat
[312] learning
[307] a1
[300] advancehe_chat
[290] a2
[272] more
[270] judith_ekn

Top Words in Tweet in G2:
[691] #lthechat
[407] lthechat
[203] students
[88] student
[78] a2
[76] sarah__wright1
[72] a1
[67] feedback
[66] teaching
[66] learning

Top Words in Tweet in G3:
[510] #lthechat
[203] lthechat
[145] join
[133] week
[70] blog
[68] learning
[65] bst
[65] students
[63] 9pm
[59] explore

Top Words in Tweet in G4:
[411] #lthechat
[226] lthechat
[110] #academicchatter
[109] #aussieed
[91] #academictwitter
[69] virnarossi
[67] learning
[63] #edchateu
[57] students
[52] #edchat

Top Words in Tweet in G5:
[274] #lthechat
[158] lthechat
[56] teaching
[51] learning
[51] students
[51] uob_hefi
[33] social
[33] hintondm
[31] week
[30] education

Top Words in Tweet in G6:
[140] #lthechat
[110] #lrnscichat
[62] learning
[49] pimpmymemory
[45] practice
[36] lthechat
[35] science
[35] hashtags
[31] acethattest
[27] teaching

Top Words in Tweet in G7:
[227] #lthechat
[183] lthechat
[35] students
[32] advancehe_chat
[31] join
[30] learning
[30] think
[29] student
[26] week
[25] a3

Top Words in Tweet in G8:
[20] jedi
[20] supervision
[15] jess_gagnon
[13] doctoral
[10] pls
[10] part
[10] justice
[10] equity
[10] diversity
[10] inclusion

Top Words in Tweet in G9:
[11] #lthechat
[11] really
[10] still
[10] seeking
[10] right
[10] person
[10] lead
[10] ednapdlte
[10] biased
[10] think

Top Words in Tweet in G10:
[2] pedaperjantai
[2] mutta
[2] ja
[2] #pedaperjantai
[2] ksuvanto
[2] suosittelen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[432] #lthechat,#advancehe_chat
[355] week,#lthechat
[329] join,week
[290] lthechat,join
[207] social,media
[193] lthechat,a2
[191] lthechat,a1
[190] lthechat,a4
[169] lthechat,a5
[167] #lthechat,#lrnscichat

Top Word Pairs in Tweet in G1:
[313] #lthechat,#advancehe_chat
[147] week,#lthechat
[139] join,week
[137] lthechat,join
[122] lthechat,a4
[116] lthechat,a2
[113] lthechat,a1
[101] #advancehe_chat,#lthechat
[96] social,media
[95] lthechat,a5

Top Word Pairs in Tweet in G2:
[44] #lthechat,#advancehe_chat
[43] #lthechat,208
[39] week,#lthechat
[35] lthechat,join
[32] social,media
[29] join,week
[28] lthechat,a2
[27] lthechat,a1
[27] lthechat,#lthechat
[26] lthechat,a5

Top Word Pairs in Tweet in G3:
[104] week,#lthechat
[102] join,week
[60] 9pm,bst
[56] lthechat,join
[50] #lthechat,210
[40] wednesday,9pm
[39] #lthechat,204
[37] #lthechat,206
[36] read,blog
[35] #lthechat,205

Top Word Pairs in Tweet in G4:
[61] #lthechat,#aussieed
[53] #academicchatter,#academictwitter
[39] #aussieed,#academicchatter
[32] #lthechat,#academicchatter
[26] #academictwitter,#academicchatter
[18] #lthechat,#academictwitter
[18] #lthechat,#advancehe_chat
[17] #edchat,#aussieed
[17] week,#lthechat
[16] #aussieed,#lthechat

Top Word Pairs in Tweet in G5:
[29] social,media
[24] #lthechat,#advancehe_chat
[23] higher,education
[23] week,#lthechat
[22] 8pm,bst
[22] teaching,learning
[19] a3,#lthechat
[17] join,week
[16] lthechat,a2
[16] lthechat,a3

Top Word Pairs in Tweet in G6:
[58] #lrnscichat,#lthechat
[29] science,learning
[27] #lthechat,#lrnscichat
[18] retrieval,practice
[15] spaced,practice
[15] connect,amazing
[15] amazing,#fe
[15] #fe,communities
[15] communities,conversations
[15] conversations,following

Top Word Pairs in Tweet in G7:
[28] lthechat,join
[23] week,#lthechat
[21] join,week
[16] #lthechat,#advancehe_chat
[15] lthechat,a1
[15] lthechat,a3
[14] lthechat,a4
[13] #lthechat,206
[12] lthechat,#lthechat
[11] lthechat,a5

Top Word Pairs in Tweet in G8:
[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
[8] jess_gagnon,pls

Top Word Pairs in Tweet in G9:
[10] still,seeking
[10] seeking,right
[10] right,person
[10] person,lead
[10] lead,ednapdlte
[10] ednapdlte,biased
[10] biased,think
[10] think,really
[10] really,great
[10] great,bunch

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

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

Top Replied-To in G2:
@lthechat
@judith_ekn
@kiusum
@kjhaxton
@s_j_lancaster
@sarah__wright1
@hintondm
@fieryred1
@santanuvasant
@drpaulkleiman

Top Replied-To in G3:
@lthechat
@alex_sbu21
@treventoured
@drkerrygough
@racephil
@martinrich106
@hack_kay
@louisescicomm
@adam_tate1
@jessicacollive1

Top Replied-To in G4:
@lthechat
@advancehe_chat
@hintondm
@maryjacobtel1
@judith_ekn
@drntasler
@fashionnatascha
@neiljohnford
@tundeva
@nomadwarmachine

Top Replied-To in G5:
@lthechat
@advancehe_chat
@maryjacobtel1
@santanuvasant
@suebecks
@judith_ekn
@nomadwarmachine
@kjhaxton
@chrisheadleand
@uob_hefi

Top Replied-To in G6:
@lthechat
@_pxavier
@judith_ekn
@cpjobling
@acethattest
@katrina_swanton
@drntasler

Top Replied-To in G7:
@lthechat
@advancehe_chat
@hintondm
@drntasler
@kiusum
@profsallybrown
@suebecks
@judith_ekn
@kjhaxton
@s_j_lancaster

Top Replied-To in G9:
@nomadwarmachine
@pimpmymemory

Top Replied-To in G10:
@pedaperjantai

Top Mentioned
Top Mentioned in Entire Graph:
@lthechat
@advancehe_chat
@hintondm
@s_j_lancaster
@judith_ekn
@virnarossi
@kjhaxton
@sarah__wright1
@kiusum
@fashionnatascha

Top Mentioned in G1:
@lthechat
@advancehe_chat
@judith_ekn
@s_j_lancaster
@kjhaxton
@kiusum
@profsallybrown
@hintondm
@hack_kay
@suebecks

Top Mentioned in G2:
@lthechat
@sarah__wright1
@alejandroa
@s_j_lancaster
@hintondm
@scottturneruon
@virnarossi
@kiusum
@freddieberry97
@judith_ekn

Top Mentioned in G3:
@lthechat
@drclairemay
@drsustainable
@drjlouw2
@prme_uki
@drsaeudy
@fbrooksworth
@pimpmymemory
@tundeva
@sarah__wright1

Top Mentioned in G4:
@lthechat
@virnarossi
@hintondm
@advancehe_chat
@drntasler
@lydiajarnold
@drsaeudy
@ntrepository
@uob_pgche
@maryjacobtel1

Top Mentioned in G5:
@lthechat
@uob_hefi
@hintondm
@uob_pgche
@tundeva
@ncjbrown
@erg42
@mrsgingerlawyer
@unlazy_susan
@advancehe_chat

Top Mentioned in G6:
@pimpmymemory
@lthechat
@acethattest
@amplifyfe
@tilenetwork
@uofgpsychology
@maryjacobtel1
@virnarossi
@vivicaceres9
@uofgsotl

Top Mentioned in G7:
@lthechat
@advancehe_chat
@hintondm
@fbrooksworth
@santanuvasant
@profsallybrown
@racephil
@kiusum
@suebecks
@jonny

Top Mentioned in G8:
@jess_gagnon
@fashionnatascha
@timeshighered
@alejandroa
@jennyhillman18

Top Mentioned in G9:
@ednapdlte
@katrina_swanton
@rockerdear
@chelseaursin
@sjamestaylor
@kiusum
@pcs_swansea
@advancehe
@virnarossi

Top Mentioned in G10:
@ksuvanto
@piiasiitonen
@helenakan
@kasanenkati
@vpaajanen
@tapiomaatta
@unieastfinland
@ueflibrary
@uefsmartforgood
@uefdigs

Top Tweeters
Top Tweeters in Entire Graph:
@glasgow_watch
@ronaldclarke
@isthisab0t
@bbcnews
@wagjuer
@raesnape
@academicchatter
@flipgrid
@drshahrul80
@botofdogecoin

Top Tweeters in G1:
@raesnape
@flipgrid
@tombennett71
@margymaclibrary
@david_t_evans
@fidaisyg
@thisaeshaw
@patlockley
@tiktok_us
@warwicklanguage

Top Tweeters in G2:
@isthisab0t
@scalarhumanity
@markj_ohnson
@cecilia_bocking
@hootsuite
@scottturneruon
@dogtrax
@professor_dave
@hopkinsdavid
@cmdatascoop

Top Tweeters in G3:
@ronaldclarke
@rita_finnigan
@dmuleicester
@sdgsbot
@thartman2u
@iainmacl
@trabimechanic
@tjoosten
@patrickjmb
@thenewstatsman

Top Tweeters in G4:
@academicchatter
@drshahrul80
@drpetra
@dawnbazely
@edchateu
@thosethatcan
@bali_maha
@catspyjamasnz
@albertoemachado
@bobharrisonedu

Top Tweeters in G5:
@conversationuk
@doc_kristy
@dianajspencer
@folukeifejola
@unibirmingham
@hazzyc
@rayyaghul
@jess_guth
@afdujardin
@grahamscott14

Top Tweeters in G6:
@glasgow_watch
@robfmac
@tweetinchar
@scicommbot
@gdmorewood
@cmadan
@loumycroft
@quinnovator
@katejones_teach
@derekbruff

Top Tweeters in G7:
@bbcnews
@teacherhead
@verenanz
@nclroblib
@mdg1122
@unesco
@neilwithnell
@research_ftw
@leohavemann
@bruneluni

Top Tweeters in G8:
@sarah_may1
@timeshighered
@bmatb
@olu_gh
@emmakeddev
@bkguilfoy
@drkatyvigurs
@sgwarnog
@jonrainford
@nidhalaigh

Top Tweeters in G9:
@blkhwk0ps
@ellatasm
@cathybovill
@katrina_swanton
@geoffismycar
@sjamestaylor
@jacqbrodie
@rockerdear
@compton_emma
@ednapdlte

Top Tweeters in G10:
@tapiomaatta
@unieastfinland
@juusonieminen
@kohonensusanna
@ksuvanto
@helenakan
@uefsmartforgood
@ueflibrary
@kasanenkati
@vpaajanen