#LTHEchat, Twitter, 11/20/2020 9:55:38 AM, 241919


FAQ | Problem?

#LTHEchat_2020-11-19_23-39-51.xlsx
#LTHEchat_2020-11-19_23-39-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 20, 2020
Short Description:
#LTHEchat via NodeXL https://bit.ly/3pTehQr
@lthechat
@virnarossi
@racephil
@cuthbert_kate
@hintondm
@profsallybrown
@drnsheridan
@mattcornock
@advancehe_chat
@dale_munday

Top hashtags:
#lthechat
#advancehe_chat
#altc
#academictwitter
#edchateu
#edchat
#edtwitter

Description:
Description
The graph represents a network of 1,011 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, 20 November 2020 at 07:46 UTC.

The requested start date was Friday, 20 November 2020 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 63-day, 7-hour, 45-minute period from Thursday, 17 September 2020 at 11:58 UTC to Thursday, 19 November 2020 at 19:44 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 : 1011
Unique Edges : 1903
Edges With Duplicates : 14003
Total Edges : 15906
Number of Edge Types : 5
Retweet : 2971
MentionsInRetweet : 5040
Tweet : 1438
Replies to : 2766
Mentions : 3691
Self-Loops : 1460
Reciprocated Vertex Pair Ratio : 0.183319794205253
Reciprocated Edge Ratio : 0.309839816933638
Connected Components : 35
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 948
Maximum Edges in a Connected Component : 15820
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.184657
Graph Density : 0.00427965645229211
Modularity : 0.129292
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,011 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, 20 November 2020 at 07:46 UTC.

The requested start date was Friday, 20 November 2020 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 63-day, 7-hour, 45-minute period from Thursday, 17 September 2020 at 11:58 UTC to Thursday, 19 November 2020 at 19:44 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:
[19] https://lthechat.com/2020/11/01/lthechat189-planning-for-january-with-host-michelle-morgan-it_se/
[18] https://lthechat.com/2020/10/18/lthechat187-the-value-of-fiction-in-learning-and-teaching/
[13] https://wakelet.com/wake/dBvJe0zgvZ7AS7rNi8Vql
[13] https://twitter.com/LTHEchat/status/1315229105894445056
[11] https://lthechat.com/tweetchat-help/
[8] https://www.bbc.co.uk/programmes/m0001l83
[8] https://lthechat.com/2020/10/11/lthechat186-debunking-neuromyths-in-education-what-psychology-really-tells-us/
[7] https://lthechat.com/2020/09/20/lthechat183-make-of-it-what-you-will-experiencing-making-as-a-learning-approach-guest-hosts-dr-kate-cuthbert-cuthbert_kate-suzanne-faulkner-sfaunlnerpando-dr-safia-barikzai-safiabarikzai-and-dr/
[6] https://twitter.com/hack_kay/status/1311385324044595202
[6] https://lthechat.com/

Top URLs in Tweet in G1:
[10] https://lthechat.com/2020/11/01/lthechat189-planning-for-january-with-host-michelle-morgan-it_se/
[9] https://twitter.com/LTHEchat/status/1315229105894445056
[9] https://lthechat.com/2020/10/18/lthechat187-the-value-of-fiction-in-learning-and-teaching/
[6] https://lthechat.com/2020/09/20/lthechat183-make-of-it-what-you-will-experiencing-making-as-a-learning-approach-guest-hosts-dr-kate-cuthbert-cuthbert_kate-suzanne-faulkner-sfaunlnerpando-dr-safia-barikzai-safiabarikzai-and-dr/
[5] https://www.bbc.co.uk/programmes/m0001l83
[5] https://lthechat.com/2020/10/11/lthechat186-debunking-neuromyths-in-education-what-psychology-really-tells-us/
[5] https://twitter.com/LTHEchat/status/1313925813977325568
[5] https://twitter.com/LTHEchat/status/1313927072440606727
[5] https://twitter.com/LTHEchat/status/1313919522332524544
[4] http://www.educationalneuroscience.org.uk/resources/neuromyth-or-neurofact/

Top URLs in Tweet in G2:
[5] https://lthechat.com/tweetchat-help/
[5] https://lthechat.com/2020/10/18/lthechat187-the-value-of-fiction-in-learning-and-teaching/
[4] https://lthechat.com/2020/11/01/lthechat189-planning-for-january-with-host-michelle-morgan-it_se/
[3] https://wakelet.com/wake/dBvJe0zgvZ7AS7rNi8Vql
[2] https://twitter.com/hack_kay/status/1311385324044595202
[2] https://twitter.com/LTHEchat/status/1315229105894445056
[2] https://lthechat.com/2020/11/15/lthechat191-bringing-scholarship-to-life-with-host-dr-sarah-broadberry-drsbroadberry/
[2] https://twitter.com/LTHEchat/status/1322952216790130693
[2] https://twitter.com/LTHEchat/status/1329050252637245440
[2] https://twitter.com/LTHEchat/status/1329162462101377026

Top URLs in Tweet in G3:
[5] https://wakelet.com/wake/dBvJe0zgvZ7AS7rNi8Vql
[5] https://lthechat.com/2020/11/01/lthechat189-planning-for-january-with-host-michelle-morgan-it_se/
[5] https://www.inspera.com/pedagogical-impact-of-online-assessment-qa?utm_campaign=Q%26A%20coffee%20-%20October%2020%2C%202020&utm_source=twitter&utm_medium=social
[3] https://twitter.com/AdvanceHE_chat/status/1311390357138014209
[3] https://www.advance-he.ac.uk/news-and-views/advance-he-publishes-annual-statistical-reports-he-students-and-staff
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238520
[2] https://www.advance-he.ac.uk/membership/member-events/november
[2] https://keralovell.com/2019/02/16/gif-my-feedback/
[2] https://twitter.com/danceswithcloud/status/1308859016181886980
[2] https://twitter.com/HEFi_reading/status/1313123757804978177

Top URLs in Tweet in G4:
[2] https://www.bbc.com/worklife/article/20201029-the-biggest-unknowns-in-a-post-pandemic-work-world
[2] https://www.eventbrite.co.uk/e/the-seda-winter-festival-x-5-days-registration-128882973443
[1] https://twitter.com/i/web/status/1308854117335474177
[1] https://twitter.com/i/web/status/1308854570085474305
[1] https://twitter.com/i/web/status/1316457062868672519
[1] https://twitter.com/i/web/status/1318992522631315460
[1] https://twitter.com/i/web/status/1318993396791390209
[1] https://vocaroo.com/
[1] https://www.universityworldnews.com/post.php?story=20190422070841869
[1] https://twitter.com/i/web/status/1329156044971454470

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233679
[1] https://openaccess.city.ac.uk/id/eprint/24952/
[1] https://twitter.com/Hohojanna/status/1309493304971661312
[1] https://the-sra.org.uk/Shared_Content/Events/Event_display.aspx?EventKey=ERQ191120&WebsiteKey=9ee5e454-9da1-4bfc-a5a5-f01fecfb3dbb
[1] https://www.nicole-brown.co.uk/how-to-flip/
[1] https://www.nicole-brown.co.uk/ice-breakers/
[1] https://www.nicole-brown.co.uk/is-flipped-learning-really-all-the-rage/?tag=Flip
[1] https://www.nicole-brown.co.uk/is-flipped-learning-really-all-the-rage/
[1] https://twitter.com/i/web/status/1318088372984885248
[1] https://www.nicole-brown.co.uk/games-in-lessons/

Top URLs in Tweet in G6:
[2] https://lthechat.com/2020/10/18/lthechat187-the-value-of-fiction-in-learning-and-teaching/
[1] https://twitter.com/i/web/status/1308848633962430466
[1] https://twitter.com/i/web/status/1308851357747736577
[1] https://twitter.com/i/web/status/1308854355441967118
[1] https://twitter.com/i/web/status/1308856250000646147
[1] https://twitter.com/profsallybrown/status/1318992836214296578
[1] https://twitter.com/judith_ekn/status/1319002351663972352
[1] https://twitter.com/i/web/status/1321548913632071687
[1] https://twitter.com/chrisekennedy/status/1321549999289913347
[1] https://twitter.com/i/web/status/1326622475980050434

Top URLs in Tweet in G7:
[2] https://donaldclarkplanb.blogspot.com/2020/09/transfer-why-is-it-ignored-heres-how-to.html
[2] https://twitter.com/advancehe_chat/status/1321398323664879616
[1] https://www.lancaster.ac.uk/educational-research/events/
[1] https://twitter.com/i/web/status/1311381344086355969
[1] https://twitter.com/i/web/status/1316387185554272256
[1] https://twitter.com/i/web/status/1318121612269527040
[1] https://twitter.com/i/web/status/1326651890453590020
[1] https://twitter.com/i/web/status/1326656189317394432
[1] https://twitter.com/i/web/status/1327247216998838272
[1] https://twitter.com/i/web/status/1311341082412822529

Top URLs in Tweet in G8:
[2] https://iconohash.com:443/lthechat/2020-09-16
[1] https://apps.apple.com/gb/app/calming-sounds/id1483074321
[1] https://twitter.com/i/web/status/1308873803959857154
[1] https://twitter.com/fieryred1/status/1312671828159143937
[1] https://paper.li/anewlanguage?edition_id=ffb3a0a0-0e65-11eb-93db-0cc47a0d164b
[1] https://twitter.com/philosophytweet/status/1316422218990211073
[1] https://twitter.com/i/web/status/1316660405494853639
[1] https://www.mssackstein.com/post/we-ve-changed-the-policy-so-you-change-your-practice
[1] https://twitter.com/DrJaninaRamirez/status/1324125329385005056
[1] https://twitter.com/BantshireUni/status/1323702585140875264

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1316457028395700226
[1] https://twitter.com/lthechat/status/1316460012277919744
[1] https://twitter.com/lthechat/status/1316462529196036096
[1] https://twitter.com/drtabailey/status/1316457028395700226
[1] https://twitter.com/lthechat/status/1324083999308943361
[1] https://twitter.com/kateawright/status/1324087532427030529
[1] https://twitter.com/lthechat/status/1324089031924219906
[1] https://twitter.com/lthechat/status/1324091548661768192
[1] https://twitter.com/i/web/status/1326975983543611393
[1] https://twitter.com/i/web/status/1328474256276148224

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1308104673979707392
[1] https://twitter.com/i/web/status/1316454601974046722
[1] https://twitter.com/i/web/status/1316462565883551745
[1] https://login.ezproxy.sunderland.ac.uk/login?qurl=https://www.wiley.com%2fen-gb%2f50%2bGreat%2bMyths%2bof%2bPopular%2bPsychology%253A%2bShattering%2bWidespread%2bMisconceptions%2babout%2bHuman%2bBehavior-p-9781405131117
[1] https://twitter.com/i/web/status/1316469893534044160
[1] https://www.amazon.co.uk/Great-Myths-Popular-Psychology-Misconceptions/dp/1405131128
[1] https://twitter.com/DrSophieCormack/status/1316465988884459520
[1] https://twitter.com/i/web/status/1316463957746618368
[1] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.0020124
[1] https://twitter.com/i/web/status/1316482463611281408

Top Domains
Top Domains in Tweet in Entire Graph:
[1356] twitter.com
[89] lthechat.com
[35] ac.uk
[34] co.uk
[26] nodexlgraphgallery.org
[19] youtube.com
[19] wakelet.com
[8] inspera.com
[7] ebay.com
[6] blogspot.com

Top Domains in Tweet in G1:
[710] twitter.com
[48] lthechat.com
[17] co.uk
[12] youtube.com
[11] ac.uk
[8] nodexlgraphgallery.org
[5] podbean.com
[5] wakelet.com
[4] org.uk
[4] theatlantic.com

Top Domains in Tweet in G2:
[215] twitter.com
[20] lthechat.com
[5] wakelet.com
[1] ac.uk
[1] keralovell.com
[1] youtube.com
[1] pixabay.com
[1] nodexlgraphgallery.org
[1] vocal.media
[1] wordpress.com

Top Domains in Tweet in G3:
[258] twitter.com
[17] lthechat.com
[14] nodexlgraphgallery.org
[9] ac.uk
[8] inspera.com
[7] wakelet.com
[3] pixabay.com
[3] youtube.com
[2] keralovell.com
[2] co.uk

Top Domains in Tweet in G4:
[62] twitter.com
[4] co.uk
[4] d2l.com
[2] bbc.com
[2] inclusivelearningdesign.com
[1] vocaroo.com
[1] universityworldnews.com
[1] wordpress.com
[1] lthechat.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[9] twitter.com
[7] co.uk
[2] ac.uk
[2] nodexlgraphgallery.org
[1] org.uk
[1] linguacop.eu

Top Domains in Tweet in G6:
[32] twitter.com
[2] lthechat.com
[1] co.uk
[1] sally-brown.net

Top Domains in Tweet in G7:
[10] twitter.com
[2] blogspot.com
[1] ac.uk

Top Domains in Tweet in G8:
[15] twitter.com
[7] ebay.com
[2] iconohash.com
[1] apple.com
[1] paper.li
[1] mssackstein.com
[1] tiny.cc

Top Domains in Tweet in G9:
[13] twitter.com
[1] co.uk
[1] paper.li

Top Domains in Tweet in G10:
[7] twitter.com
[1] ac.uk
[1] co.uk
[1] plos.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5280] lthechat
[538] advancehe_chat
[99] altc
[75] academictwitter
[61] edchateu
[47] edchat
[43] edtwitter
[42] edtech
[42] highered
[34] aussied



Top Hashtags in Tweet in G1:
[2787] lthechat
[244] advancehe_chat
[33] altc
[13] lthechat185
[12] edtech
[11] theeducationburrito
[10] highereducation
[9] academictwitter
[9] aberpgcthe
[9] edutwitter

Top Hashtags in Tweet in G2:
[1021] lthechat
[25] advancehe_chat
[20] scholarship
[8] highered
[8] lthechat190
[6] edtechchat
[5] academictwitter
[4] lthechat185
[4] legoseriousplay
[3] lthechat182

Top Hashtags in Tweet in G3:
[873] lthechat
[175] advancehe_chat
[51] altc
[35] academictwitter
[15] eassessment
[13] jisc
[12] socmedhe
[12] socmedhe20
[11] teaching
[11] educhat

Top Hashtags in Tweet in G4:
[265] lthechat
[57] advancehe_chat
[50] edchateu
[37] edtwitter
[37] edchat
[31] aussied
[19] cdelondon
[18] highered
[16] edchatnz
[13] neuromyths

Top Hashtags in Tweet in G5:
[22] lthechat
[7] altc
[7] oer
[5] openedsig
[5] teaching
[5] opened
[5] openscience
[4] go_gn
[4] linguacop
[3] highereducation

Top Hashtags in Tweet in G6:
[150] lthechat
[25] advancehe_chat
[2] academictwitter
[1] creativity
[1] altc
[1] edtech
[1] highered
[1] edutwitter
[1] scholarship
[1] lthechat187

Top Hashtags in Tweet in G7:
[21] lthechat
[20] academictwitter
[5] altc
[4] formative
[4] assessment
[4] feedback
[4] edtech
[3] advancehe_chat
[3] amplifyfe
[2] remotelearning

Top Hashtags in Tweet in G8:
[17] lthechat
[4] engice
[4] walfin
[4] therepairshop
[3] academictwitter
[1] academicchatter
[1] climatechange
[1] teaching
[1] iolchat
[1] ssdchat

Top Hashtags in Tweet in G9:
[35] lthechat
[3] hyflex
[2] dielearningstylesdie
[2] neuromyths
[1] highered
[1] learningstylesmyth
[1] smallrant
[1] thursdaymotivation
[1] advancehe_chat

Top Hashtags in Tweet in G10:
[26] lthechat

Top Words
Top Words in Tweet in Entire Graph:
[5274] #lthechat
[2650] lthechat
[1218] learning
[715] students
[592] a1
[540] advancehe_chat
[538] #advancehe_chat
[530] think
[444] a3
[442] a2

Top Words in Tweet in G1:
[2784] #lthechat
[1335] lthechat
[634] learning
[337] students
[308] a1
[298] think
[244] #advancehe_chat
[231] a2
[229] s_j_lancaster
[221] a3

Top Words in Tweet in G2:
[1021] #lthechat
[734] lthechat
[262] learning
[183] students
[123] a3
[119] a1
[107] a2
[107] a6
[103] think
[96] a5

Top Words in Tweet in G3:
[872] #lthechat
[376] lthechat
[230] advancehe_chat
[175] #advancehe_chat
[128] learning
[99] a1
[94] students
[93] a5
[93] a6
[88] hintondm

Top Words in Tweet in G4:
[264] #lthechat
[139] lthechat
[76] learning
[57] #advancehe_chat
[50] #edchateu
[47] virnarossi
[44] students
[42] more
[38] advancehe_chat
[37] #edtwitter

Top Words in Tweet in G5:
[22] #lthechat
[20] validation
[17] learning
[14] role
[14] students
[13] ncjbrown
[11] work
[10] practice
[10] such
[10] exciting

Top Words in Tweet in G6:
[150] #lthechat
[34] profsallybrown
[25] #advancehe_chat
[24] advancehe_chat
[23] racephil
[22] students
[20] one
[19] very
[18] learning
[17] lthechat

Top Words in Tweet in G7:
[33] learning
[24] design
[22] dale_munday
[21] pedagogy
[20] #lthechat
[20] current
[20] #academictwitter
[19] please
[19] complete
[19] share

Top Words in Tweet in G8:
[17] #lthechat
[6] book
[5] rrp
[4] baby
[4] #engice
[4] #walfin
[4] #therepairshop
[3] daily
[3] #academictwitter
[3] system

Top Words in Tweet in G9:
[35] #lthechat
[17] lthechat
[15] teaching
[11] content
[11] alejandroa
[10] different
[9] people
[9] still
[9] learning
[9] lectures

Top Words in Tweet in G10:
[26] #lthechat
[16] learning
[13] styles
[12] refs
[12] case
[12] helpful
[12] trying
[12] persuade
[12] others
[11] drsophiecormack

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[394] #lthechat,#advancehe_chat
[197] lthechat,a1
[184] lthechat,#lthechat
[164] lthechat,a5
[163] lthechat,a2
[154] lthechat,a3
[151] lthechat,a6
[142] learning,design
[134] lthechat,a4
[117] learning,styles

Top Word Pairs in Tweet in G1:
[175] #lthechat,#advancehe_chat
[91] lthechat,a1
[81] lthechat,a3
[78] learning,design
[75] lthechat,a2
[70] lthechat,a5
[65] lthechat,a6
[64] lthechat,#lthechat
[64] learning,styles
[63] lthechat,a4

Top Word Pairs in Tweet in G2:
[73] lthechat,#lthechat
[55] lthechat,a1
[51] lthechat,a5
[47] lthechat,a2
[46] lthechat,a3
[43] lthechat,a6
[42] #lthechat,a3
[36] lthechat,a4
[35] profsallybrown,#lthechat
[33] racephil,#lthechat

Top Word Pairs in Tweet in G3:
[133] #lthechat,#advancehe_chat
[38] #advancehe_chat,#lthechat
[36] lthechat,a5
[34] lthechat,a6
[33] lthechat,#lthechat
[32] attainment,gaps
[32] lthechat,a1
[31] coffee,break
[30] lthechat,a2
[30] advancehe_chat,lthechat

Top Word Pairs in Tweet in G4:
[35] #lthechat,#advancehe_chat
[32] #edtwitter,#edchat
[25] #edchateu,#aussied
[24] #aussied,#edtwitter
[22] #edchat,#lthechat
[22] #lthechat,seda_uk_
[19] #cdelondon,#edchateu
[17] seda_uk_,#advancehe_chat
[13] david_baume,#cdelondon
[13] pls,join

Top Word Pairs in Tweet in G5:
[10] exciting,news
[10] news,article
[10] article,validation
[10] validation,role
[10] role,emotion
[10] emotion,work
[10] work,validation
[10] validation,doctoral
[10] doctoral,students
[10] students,co

Top Word Pairs in Tweet in G6:
[23] profsallybrown,#lthechat
[22] #lthechat,#advancehe_chat
[16] racephil,#lthechat
[11] #lthechat,a1
[11] #lthechat,very
[11] very,impressed
[11] impressed,one
[11] one,universities
[11] universities,currently
[11] currently,working

Top Word Pairs in Tweet in G7:
[21] learning,design
[19] #academictwitter,please
[19] please,complete
[19] complete,share
[19] share,current
[19] current,research
[19] research,survey
[19] survey,looking
[19] looking,'hybrid
[19] 'hybrid,pedagogy

Top Word Pairs in Tweet in G8:
[4] #engice,#walfin
[4] #walfin,#therepairshop
[3] 50,rrp
[2] daily,conversation
[2] conversation,report
[2] report,ready
[2] ready,#lthechat
[2] #lthechat,sep
[2] sep,16th
[2] a5,#lthechat

Top Word Pairs in Tweet in G9:
[8] recording,uploading
[8] uploading,lectures
[8] lectures,arguably
[8] arguably,easy
[8] easy,part
[8] part,teaching
[8] teaching,content
[8] content,different
[8] different,story
[8] story,building

Top Word Pairs in Tweet in G10:
[13] learning,styles
[12] styles,refs
[12] refs,case
[12] case,helpful
[12] helpful,trying
[12] trying,persuade
[12] persuade,others
[12] others,#lthechat
[11] drsophiecormack,learning
[2] a6,#lthechat

Top Replied-To
Top Replied-To in Entire Graph:
@lthechat
@advancehe_chat
@s_j_lancaster
@kjhaxton
@judith_ekn
@kiusum
@profcturner
@virnarossi
@nomadwarmachine
@suebecks

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

Top Replied-To in G2:
@lthechat
@profcturner
@profsallybrown
@santanuvasant
@hintondm
@it_se
@racephil
@drnsheridan
@neiljohnford
@virnarossi

Top Replied-To in G3:
@lthechat
@advancehe_chat
@virnarossi
@s_j_lancaster
@kjhaxton
@hack_kay
@kiusum
@hintondm
@profsallybrown
@kateawright

Top Replied-To in G4:
@lthechat
@advancehe_chat
@nomadwarmachine
@kiusum
@hintondm
@kjhaxton
@judith_ekn
@david_baume
@fabioarico
@drnsheridan

Top Replied-To in G5:
@lthechat

Top Replied-To in G6:
@paulfryorkshire
@lthechat
@advancehe_chat
@santanuvasant
@profsallybrown
@kenzaburo23
@horrocks_simon
@katrina_swanton
@hack_kay
@charlestwachira

Top Replied-To in G7:
@lthechat
@advancehe_chat

Top Replied-To in G9:
@lthechat
@kiusum
@advancehe_chat
@kateawright
@profsallybrown
@cwaterhouse_e
@helenbeetham
@lindakkaye
@drtabailey

Top Replied-To in G10:
@scholastic_rat
@davidwooff
@virnarossi
@suebecks

Top Mentioned
Top Mentioned in Entire Graph:
@lthechat
@advancehe_chat
@virnarossi
@hintondm
@s_j_lancaster
@racephil
@cuthbert_kate
@profsallybrown
@kiusum
@mattcornock

Top Mentioned in G1:
@lthechat
@advancehe_chat
@mattcornock
@virnarossi
@s_j_lancaster
@suebecks
@kiusum
@fieryred1
@cuthbert_kate
@kjhaxton

Top Mentioned in G2:
@lthechat
@racephil
@profsallybrown
@cuthbert_kate
@hintondm
@profcturner
@drsbroadberry
@virnarossi
@advancehe_chat
@kiusum

Top Mentioned in G3:
@lthechat
@advancehe_chat
@hintondm
@virnarossi
@cuthbert_kate
@hack_kay
@inspera
@kjhaxton
@profsallybrown
@danceswithcloud

Top Mentioned in G4:
@lthechat
@virnarossi
@seda_uk_
@advancehe_chat
@david_baume
@edchatind
@profcturner
@hintondm
@racephil
@arushimanners

Top Mentioned in G5:
@ncjbrown
@leohavemann
@lthechat
@jsecker
@mattcornock
@okfnedu
@linkletter
@marendeepwell
@web2learn_eu
@fieryred1

Top Mentioned in G6:
@profsallybrown
@racephil
@advancehe_chat
@lthechat
@katrina_swanton
@suebecks
@swantonsketches
@scholastic_rat
@cuthbert_kate
@joverran

Top Mentioned in G7:
@dale_munday
@microsoftteams
@edreslancaster
@shejag
@mattcornock
@alexgspiers
@socmedhe
@charlesknight
@emmaprocterlegg

Top Mentioned in G9:
@lthechat
@alejandroa
@warwicklanguage
@drtabailey
@hintondm
@vitae_news
@lindakkaye
@profsallybrown
@racephil
@david_baume

Top Mentioned in G10:
@drsophiecormack
@lthechat
@lindakkaye
@cuthbert_kate
@safiabarikzai
@belld17
@sfaulknerpando
@lego_education
@jonnyjohnston
@neurobollocks

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@glasgow_watch
@juandoming
@redianbot
@bar_zie
@cnn
@cordeirorick
@mjoehlerich
@techtrendingnow
@academicchatter

Top Tweeters in G1:
@glasgow_watch
@juandoming
@isthisab0t
@newsneus
@margymaclibrary
@teacherhead
@warwicklanguage
@elfiem
@hopkinsdavid
@jamesclay

Top Tweeters in G2:
@redianbot
@cnn
@glasgowsvoice
@lightifyco1
@58r
@daviddidau
@claire_r123
@jim_dickinson
@bali_maha
@iainmacl

Top Tweeters in G3:
@threadreaderapp
@bar_zie
@techtrendingnow
@dmuleicester
@michaguerin
@vivianfrancos
@tiktok_us
@aaogungbesan
@scottturneruon
@catspyjamasnz

Top Tweeters in G4:
@academicchatter
@scalarhumanity
@teachertoolkit
@teacher2teacher
@edchateu
@tweetinchar
@learntechuk
@cmdatascoop
@chri5rowell
@chemdrk

Top Tweeters in G5:
@mjoehlerich
@hohojanna
@thisaeshaw
@thartman2u
@lornamcampbell
@dompates
@jisc
@openscitalk
@vrodes
@debbieholley1

Top Tweeters in G6:
@david_t_evans
@simonheath1
@lecturermish
@clairebrooks
@tinasouth3
@profsallybrown
@christinelocher
@burnhamlandd
@donaldclark
@dchughes62

Top Tweeters in G7:
@onlinecrslady
@markj_ohnson
@bobharrisonedu
@drjanet_a_ward
@microsoftteams
@grajuretich
@realtimeedu
@mcpmcgrail
@saschastollhans
@emmathirkell

Top Tweeters in G8:
@mssackstein
@iconohash
@alliejohns
@a
@simonrae
@calmingsounds1
@drsgreenwood
@libraryclimb
@anewlanguage
@symecreative

Top Tweeters in G9:
@southseascene
@butterflycolour
@mededclare
@drtabailey
@brendapadilla
@vitae_news
@elswedgio
@edtechyogi
@drjsimonrofe
@robertmckenna

Top Tweeters in G10:
@fi_contextual
@gamerlearner
@anna_bd
@lego_education
@conorlinehan
@neurobollocks
@helgztech
@juliede_witt1
@davidwooff
@irenequstewart