#LTHEchat, Twitter, 11/30/2019 7:45:18 AM, 217666


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#LTHEchat_2019-11-29_22-46-15.xlsx
#LTHEchat_2019-11-29_22-46-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2019
Short Description:
#LTHEchat via NodeXL http://bit.ly/37JKy34
@lthechat
@racephil
@nomadwarmachine
@leefallin
@advancehe_chat
@srowett
@kiusum
@hack_kay
@suebecks
@profsallybrown

Top hashtags:
#lthechat
#advancehe_chat
#femedtech
#contractcheating
#sdgs
#un
#abl
#altc
#highered
#edtech

Description:
Description
The graph represents a network of 743 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, 30 November 2019 at 06:46 UTC.

The requested start date was Saturday, 30 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 51-day, 0-hour, 40-minute period from Wednesday, 09 October 2019 at 19:34 UTC to Friday, 29 November 2019 at 20:14 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 : 743
Unique Edges : 2247
Edges With Duplicates : 7469
Total Edges : 9716
Number of Edge Types : 3
Mentions : 6589
Replies to : 2127
Tweet : 1000
Self-Loops : 1000
Reciprocated Vertex Pair Ratio : 0.182969739619986
Reciprocated Edge Ratio : 0.309339678762641
Connected Components : 24
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 698
Maximum Edges in a Connected Component : 9652
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.88141
Graph Density : 0.00609824670872437
Modularity : 0.169944
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 743 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, 30 November 2019 at 06:46 UTC.

The requested start date was Saturday, 30 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 51-day, 0-hour, 40-minute period from Wednesday, 09 October 2019 at 19:34 UTC to Friday, 29 November 2019 at 20:14 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #LTHEchat
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[30] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[24] https://lthechat.com
[15] http://lthechat.com
[9] https://www.theguardian.com/science/2019/oct/14/cancelled-for-sadfishing-the-top-10-words-of-2019
[8] https://wakelet.com/wake/bf8cc543-9ed0-4f5d-aa38-5c8fa21015bb
[8] https://lthechat.com/tweetchat-help/
[8] https://lthechat.com/2019/11/04/lthechat-157-a-proposal-for-a-sector-wide-framework-for-personal-tutoring-in-he-with-ben-walker-benwalker1/
[7] https://lthechat.com/2019/11/18/lthechat-159-contract-cheating-with-dr-thomas-lancaster-drlancaster/
[7] https://www.advance-he.ac.uk/news-and-views/graduates-world-change
[6] https://twitter.com/LTHEchat/status/1192170034287632385

Top URLs in Tweet in G1:
[7] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[5] https://twitter.com/LTHEchat/status/1192170034287632385
[5] http://lthechat.com
[4] https://lthechat.com
[3] https://twitter.com/LTHEchat/status/1192179848871063553
[3] https://twitter.com/LTHEchat/status/1192182365319131136
[3] https://twitter.com/KiuSum/status/1197250395610980354
[3] https://lthechat.com/2019/11/18/lthechat-159-contract-cheating-with-dr-thomas-lancaster-drlancaster/
[3] https://twitter.com/lthechat/status/1182020405684367360
[2] https://twitter.com/LTHEchat/status/1192172299249545216

Top URLs in Tweet in G2:
[11] https://lthechat.com
[8] http://lthechat.com
[7] https://www.advance-he.ac.uk/news-and-views/graduates-world-change
[6] https://lthechat.com/2019/11/04/lthechat-157-a-proposal-for-a-sector-wide-framework-for-personal-tutoring-in-he-with-ben-walker-benwalker1/
[5] https://lthechat.com/tweetchat-help/
[4] https://wakelet.com/wake/bf8cc543-9ed0-4f5d-aa38-5c8fa21015bb
[4] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[4] https://lthechat.com/
[3] https://www.unicollaboration.org/
[2] https://hawksey.info/tagsexplorer/?key=1O90iPcO7sUF3egvyfbw5ZA-1am-PfDX1CPlFfCEeaA4&gid=400689247

Top URLs in Tweet in G3:
[11] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[9] https://www.theguardian.com/science/2019/oct/14/cancelled-for-sadfishing-the-top-10-words-of-2019
[8] https://lthechat.com
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213991
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213341
[3] https://wakelet.com/wake/c323c565-35f7-4c80-96df-61bc2e610b82
[3] https://lthechat.com/tweetchat-help/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214260
[3] https://wakelet.com/wake/bf8cc543-9ed0-4f5d-aa38-5c8fa21015bb
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213786

Top URLs in Tweet in G4:
[4] https://twitter.com/LTHEchat/status/1183669740029517824
[4] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[3] https://open.ed.ac.uk/openness-equality-and-inclusion/
[2] http://lornamcampbell.org/higher-education/lthechat-extending-communities-through-networks-and-frameworks/
[1] https://twitter.com/i/web/status/1182018856912654336
[1] https://twitter.com/i/web/status/1187085234682105865
[1] https://twitter.com/i/web/status/1187091134083817472
[1] https://twitter.com/i/web/status/1187091611488018432
[1] https://twitter.com/i/web/status/1187092478920450053
[1] https://twitter.com/safiabarikzai/status/1187092544766795776

Top URLs in Tweet in G5:
[4] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[2] https://twitter.com/femedtech/status/1183677238316883970
[1] https://twitter.com/i/web/status/1182021137645092866
[1] https://twitter.com/i/web/status/1184548466216841217
[1] https://twitter.com/i/web/status/1184551575961964544
[1] https://twitter.com/i/web/status/1184554148223733760
[1] https://twitter.com/i/web/status/1184557478324899841
[1] https://twitter.com/i/web/status/1187085820274106374
[1] https://twitter.com/i/web/status/1187088602129424384
[1] https://www.nationstates.net/page=un

Top URLs in Tweet in G6:
[4] https://alejandroarmellini.wordpress.com/2019/07/17/abl-blog-post-july-2019/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212623
[1] https://twitter.com/i/web/status/1187090877220577281
[1] https://twitter.com/i/web/status/1182051906660835329
[1] https://twitter.com/i/web/status/1182018964379054083
[1] https://twitter.com/i/web/status/1182020199026974721
[1] https://twitter.com/i/web/status/1182022357407485953
[1] https://twitter.com/i/web/status/1187088914114367489
[1] https://twitter.com/i/web/status/1187090187295301632
[1] https://twitter.com/i/web/status/1187093091351781378

Top URLs in Tweet in G7:
[2] https://www.myassignmenthelp.net/blog/top-10-classic-novels-that-every-student-should-read/
[1] https://twitter.com/i/web/status/1187230678657765376
[1] https://twitter.com/i/web/status/1189651365561323521
[1] https://twitter.com/i/web/status/1189880102961762306
[1] https://www.myassignmenthelp.net/blog/top-25-topics-to-write-a-dissertation-in-political-science/
[1] https://nuzzel.com/TheWayneGibbons/2019/11/11?utm_medium=referral&utm_campaign=ashare&utm_source=twitter
[1] http://www.learnhigher.ac.uk/learning-at-university/
[1] https://twitter.com/thinkhubub/status/1198647214282702848
[1] http://journals.openedition.org/alsic/2908
[1] https://twitter.com/i/web/status/1200015947832147968

Top URLs in Tweet in G8:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214260
[1] https://twitter.com/i/web/status/1182017296623165447
[1] https://twitter.com/i/web/status/1182023188877922305
[1] https://twitter.com/i/web/status/1184551276547399689
[1] https://twitter.com/i/web/status/1184552475598213120
[1] https://twitter.com/i/web/status/1184553873123479555
[1] https://twitter.com/i/web/status/1184557277417787393
[1] https://twitter.com/i/web/status/1184561347901743109
[1] https://twitter.com/i/web/status/1187085342740045828
[1] https://twitter.com/i/web/status/1187087651456868352

Top URLs in Tweet in G9:
[2] https://www.amazon.com/Women-Leadership-Higher-Education-Research/dp/1623968194
[1] https://twitter.com/i/web/status/1199699731586387971
[1] https://twitter.com/i/web/status/1194243951521419264
[1] https://twitter.com/i/web/status/1194244283785777153
[1] https://twitter.com/i/web/status/1199677283403010048
[1] https://twitter.com/i/web/status/1199684707665031168

Top URLs in Tweet in G10:
[4] https://twitter.com/GLADHigherEd/status/1149337176167124997

Top Domains
Top Domains in Tweet in Entire Graph:
[1401] twitter.com
[105] lthechat.com
[26] ac.uk
[24] nodexlgraphgallery.org
[19] wakelet.com
[16] hawksey.info
[10] nuzzel.com
[9] youtube.com
[9] wordpress.com
[9] theguardian.com

Top Domains in Tweet in G1:
[741] twitter.com
[23] lthechat.com
[6] ac.uk
[5] nuzzel.com
[5] hawksey.info
[5] youtube.com
[4] wakelet.com
[4] tandfonline.com
[2] nodexlgraphgallery.org
[2] ukat.uk

Top Domains in Tweet in G2:
[322] twitter.com
[43] lthechat.com
[13] ac.uk
[9] hawksey.info
[7] wakelet.com
[3] unicollaboration.org
[2] collabhub.org
[2] europa.eu
[2] openedition.org
[1] wordpress.com

Top Domains in Tweet in G3:
[175] twitter.com
[30] lthechat.com
[16] nodexlgraphgallery.org
[9] theguardian.com
[8] wakelet.com
[4] nuzzel.com
[3] paper.li
[2] ac.uk
[2] co.uk
[1] youtube.com

Top Domains in Tweet in G4:
[36] twitter.com
[4] lthechat.com
[4] ac.uk
[3] paper.li
[2] wordpress.com
[2] youtube.com
[2] lornamcampbell.org
[1] hawksey.info
[1] google.com

Top Domains in Tweet in G5:
[46] twitter.com
[4] lthechat.com
[2] nodexlgraphgallery.org
[1] nationstates.net
[1] youtube.com
[1] co.uk
[1] irishtimes.com
[1] barnard.edu
[1] femedtech.net

Top Domains in Tweet in G6:
[20] twitter.com
[5] wordpress.com
[2] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[7] iconohash.com
[5] twitter.com
[3] myassignmenthelp.net
[1] nuzzel.com
[1] ac.uk
[1] openedition.org

Top Domains in Tweet in G8:
[27] twitter.com
[2] nodexlgraphgallery.org
[1] co.uk
[1] rug.nl
[1] europa.eu

Top Domains in Tweet in G9:
[5] twitter.com
[2] amazon.com

Top Domains in Tweet in G10:
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3291] lthechat
[386] advancehe_chat
[171] femedtech
[36] contractcheating
[35] sdgs
[28] un
[27] abl
[20] altc
[17] highered
[14] edtech



Top Hashtags in Tweet in G1:
[1893] lthechat
[155] advancehe_chat
[28] contractcheating
[27] femedtech
[10] loveld
[7] sdgs
[7] wonkfest
[6] un
[6] activelearning
[5] studentengagement

Top Hashtags in Tweet in G2:
[658] lthechat
[197] advancehe_chat
[24] femedtech
[24] sdgs
[20] un
[8] sdg
[7] enterprise
[6] contractcheating
[6] virtualexchange
[5] highered

Top Hashtags in Tweet in G3:
[414] lthechat
[43] femedtech
[25] advancehe_chat
[11] femtech
[8] clmooc
[7] socmedhe19
[7] altc
[4] sedaconf
[3] loveld
[2] sdg

Top Hashtags in Tweet in G4:
[116] lthechat
[30] femedtech
[9] altc
[8] edtech
[6] advancehe_chat
[5] teamsuked
[4] feedback
[4] vle
[3] ucisavle
[3] feedbackliteracy

Top Hashtags in Tweet in G5:
[81] lthechat
[45] femedtech
[2] oer20
[1] altc
[1] byod
[1] digped
[1] openscot
[1] ukoer
[1] femedetch
[1] feminist

Top Hashtags in Tweet in G6:
[28] lthechat
[20] abl
[2] highered
[1] badges

Top Hashtags in Tweet in G7:
[19] lthechat
[1] bitcoina
[1] sdgs
[1] highered
[1] edchat
[1] governor

Top Hashtags in Tweet in G8:
[29] lthechat
[4] equality
[3] advancehe_chat
[2] diverse
[2] contractcheating
[1] father
[1] mother
[1] inclusive
[1] language
[1] feminist

Top Hashtags in Tweet in G9:
[2] goodreads
[2] highered

Top Hashtags in Tweet in G10:
[4] highered
[4] he
[4] lthechat

Top Words
Top Words in Tweet in Entire Graph:
[3700] Words in Sentiment List#1: Positive
[1535] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[97237] Non-categorized Words
[102473] Total Words
[3287] #lthechat
[1792] lthechat
[645] students
[527] learning
[398] leefallin

Top Words in Tweet in G1:
[1891] #lthechat
[1000] lthechat
[402] students
[303] srowett
[259] leefallin
[249] nomadwarmachine
[245] learning
[240] think
[218] drlancaster
[193] a1

Top Words in Tweet in G2:
[658] #lthechat
[350] lthechat
[197] #advancehe_chat
[192] advancehe_chat
[133] learning
[115] students
[95] evening
[67] blog
[64] join
[64] s_j_norton

Top Words in Tweet in G3:
[413] #lthechat
[255] lthechat
[86] leefallin
[65] learning
[65] kiusum
[53] students
[51] think
[46] srowett
[43] #femedtech
[42] femedtech

Top Words in Tweet in G4:
[115] #lthechat
[62] lthechat
[30] #femedtech
[28] learning
[19] dale_munday
[18] students
[16] a6
[16] join
[14] a5
[14] interested

Top Words in Tweet in G5:
[81] #lthechat
[59] lthechat
[45] #femedtech
[23] students
[21] a3
[18] learning
[17] a1
[17] jatenas
[15] development
[14] networks

Top Words in Tweet in G6:
[28] #lthechat
[25] alejandroa
[20] #abl
[19] lthechat
[13] learning
[13] blended
[11] good
[10] active
[9] andrewmid
[8] online

Top Words in Tweet in G7:
[19] #lthechat
[7] daily
[7] conversation
[7] report
[7] ready
[5] nov
[3] cena
[3] top
[3] student
[3] read

Top Words in Tweet in G8:
[29] #lthechat
[21] lthechat
[15] learning
[15] students
[14] assessment
[11] a1
[10] simulation
[10] tavoer8
[9] a2
[8] a4

Top Words in Tweet in G9:
[4] many
[3] podcastedtech
[3] higher
[3] education
[2] cbkandiko
[2] need
[2] away
[2] well
[2] number
[2] data

Top Words in Tweet in G10:
[4] gladhighered
[4] call
[4] extended
[4] mon
[4] 21
[4] october
[4] #highered
[4] #he
[4] #lthechat
[4] ualspark

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[232] #lthechat,#advancehe_chat
[153] contract,cheating
[150] #advancehe_chat,#lthechat
[126] lthechat,#lthechat
[111] learning,development
[110] #lthechat,#femedtech
[109] lthechat,a1
[106] personal,tutoring
[103] lthechat,a5
[101] lthechat,a4

Top Word Pairs in Tweet in G1:
[97] contract,cheating
[85] #lthechat,#advancehe_chat
[69] #advancehe_chat,#lthechat
[65] lthechat,a4
[64] lthechat,#lthechat
[60] lthechat,a5
[57] lthechat,a1
[55] personal,tutoring
[54] lthechat,a6
[44] lthechat,a2

Top Word Pairs in Tweet in G2:
[125] #lthechat,#advancehe_chat
[70] #advancehe_chat,#lthechat
[38] personal,tutoring
[37] contract,cheating
[35] lthechat,#lthechat
[34] tonight's,#lthechat
[34] evening,#lthechat
[33] evening,9pm
[30] read,blog
[28] learning,development

Top Word Pairs in Tweet in G3:
[25] #lthechat,#femedtech
[23] learning,development
[22] communities,networks
[17] femedtech,#femedtech
[17] lthechat,#lthechat
[15] #lthechat,155
[15] 155,extending
[15] extending,communities
[15] networks,frameworks
[14] lthechat,a1

Top Word Pairs in Tweet in G4:
[18] #lthechat,#femedtech
[9] turn,again
[9] again,collaboration
[9] collaboration,emmathirkell
[9] emmathirkell,highlighting
[9] highlighting,potential
[9] potential,rethinking
[8] #femedtech,#lthechat
[8] communities,networks
[8] dale_munday,turn

Top Word Pairs in Tweet in G5:
[33] #lthechat,#femedtech
[12] vrodes,nopiedra
[12] nopiedra,prigon
[12] prigon,virbrussa
[12] virbrussa,manupodetti
[11] learning,development
[10] a3,mostly
[10] mostly,opened
[10] opened,latin
[10] latin,american

Top Word Pairs in Tweet in G6:
[8] blended,learning
[7] #lthechat,#abl
[6] active,blended
[5] chrissinerantzi,byod4l
[5] hopkinsdavid,manmetuta
[5] invite,colleagues
[5] colleagues,move
[5] move,away
[5] away,traditional
[5] traditional,arguably

Top Word Pairs in Tweet in G7:
[7] daily,conversation
[7] conversation,report
[7] report,ready
[7] ready,#lthechat
[4] #lthechat,nov
[3] #lthechat,oct
[2] top,10
[2] 10,classic
[2] classic,novels
[2] novels,student

Top Word Pairs in Tweet in G8:
[5] learning,development
[4] contract,cheating
[4] lthechat,a1
[3] lthechat,join
[3] personal,tutoring
[3] a2,promoting
[3] promoting,gender
[3] gender,#equality
[3] #equality,important
[3] important,promote

Top Word Pairs in Tweet in G9:
[3] higher,education
[2] cbkandiko,need
[2] need,away
[2] away,well
[2] well,number
[2] number,data
[2] data,sets
[2] sets,very
[2] very,consumerist
[2] consumerist,focus

Top Word Pairs in Tweet in G10:
[4] gladhighered,call
[4] call,extended
[4] extended,mon
[4] mon,21
[4] 21,october
[4] october,#highered
[4] #highered,#he
[4] #he,#lthechat
[4] #lthechat,ualspark
[4] ualspark,chead_uk

Top Replied-To
Top Replied-To in Entire Graph:
@lthechat
@advancehe_chat
@srowett
@leefallin
@nomadwarmachine
@kjhaxton
@drlancaster
@s_j_lancaster
@kiusum
@cpjobling

Top Replied-To in G1:
@lthechat
@srowett
@nomadwarmachine
@leefallin
@drlancaster
@advancehe_chat
@s_j_lancaster
@drsophiecormack
@cpjobling
@kjhaxton

Top Replied-To in G2:
@lthechat
@advancehe_chat
@nomadwarmachine
@kjhaxton
@leefallin
@s_j_norton
@cpjobling
@slrogersgeol
@bevgibbs
@hack_kay

Top Replied-To in G3:
@lthechat
@leefallin
@kiusum
@advancehe_chat
@kjhaxton
@racephil
@srowett
@cpjobling
@christo_hst
@santanuvasant

Top Replied-To in G4:
@lthechat
@osullihelen
@mparkerhe
@research_ftw
@chrissinerantzi
@s_j_lancaster
@leefallin
@kjhaxton
@fmacneill
@heriotwattuni

Top Replied-To in G5:
@lthechat
@iainmacl
@leefallin
@kjhaxton
@chrisekennedy
@danceswithcloud
@suebecks
@nige1980
@sheilmcn
@bali_maha

Top Replied-To in G6:
@lthechat
@digisim
@alejandroa
@nomadwarmachine
@beckmccarter
@srowett
@profsallybrown
@tavoer8
@chrissinerantzi
@suebecks

Top Replied-To in G8:
@lthechat
@colette_fuller
@suebecks
@tavoer8
@santanuvasant

Top Replied-To in G9:
@cbkandiko

Top Mentioned
Top Mentioned in Entire Graph:
@lthechat
@leefallin
@srowett
@advancehe_chat
@nomadwarmachine
@kiusum
@drlancaster
@racephil
@drsophiecormack
@suebecks

Top Mentioned in G1:
@lthechat
@srowett
@leefallin
@nomadwarmachine
@drlancaster
@racephil
@kiusum
@drsophiecormack
@christo_hst
@advancehe_chat

Top Mentioned in G2:
@lthechat
@advancehe_chat
@s_j_norton
@hack_kay
@suebecks
@advancehe
@kiusum
@leefallin
@kjhaxton
@nomadwarmachine

Top Mentioned in G3:
@lthechat
@leefallin
@kiusum
@srowett
@scholastic_rat
@femedtech
@nomadwarmachine
@suebecks
@kimshahabudin
@advancehe_chat

Top Mentioned in G4:
@lthechat
@dale_munday
@racephil
@profsallybrown
@lornamcampbell
@a_l_t
@emmathirkell
@suebecks
@clairemtimmins
@femedtech

Top Mentioned in G5:
@lthechat
@jatenas
@vrodes
@nopiedra
@prigon
@virbrussa
@manupodetti
@edifiedlistener
@leefallin
@vconnecting

Top Mentioned in G6:
@alejandroa
@andrewmid
@lthechat
@byod4l
@hopkinsdavid
@manmetuta
@suebecks
@chrissinerantzi
@iamtalkytina
@digisim

Top Mentioned in G7:
@qaascotland

Top Mentioned in G8:
@lthechat
@tavoer8
@advancehe_chat
@racephil
@nomadwarmachine
@warwicklanguage
@scottturneruon
@kiusum
@leefallin
@lawconflict

Top Mentioned in G9:
@podcastedtech
@karenlongman
@azusapacific
@kevin_fong
@cbkandiko
@james_youdale

Top Mentioned in G10:
@gladhighered
@ualspark
@chead_uk
@ualtle

Top Tweeters
Top Tweeters in Entire Graph:
@guardian
@gedespi
@mjoehlerich
@tressiemcphd
@femtech_
@wagjuer
@btkrth
@academicchatter
@rafranzdavis
@donnalanclos

Top Tweeters in G1:
@donnalanclos
@s_palm
@58r
@goalsecom
@tweetinchar
@dkernohan
@jamesclay
@jeremy972i
@s_j_lancaster
@wmarybeard

Top Tweeters in G2:
@gedespi
@womened
@cecilia_bocking
@profjcharmley
@warwicklanguage
@doc_kristy
@jessifer
@peteqconsult
@sdgsbot
@uninorthants

Top Tweeters in G3:
@guardian
@mjoehlerich
@femtech_
@wagjuer
@btkrth
@academicchatter
@glasgow_watch
@fidaisyg
@scalarhumanity
@margymaclibrary

Top Tweeters in G4:
@tressiemcphd
@stevewheeler
@jimgroom
@lornamcampbell
@drgvank
@profsallybrown
@wikiwomeninred
@wikimediauk
@a_l_t
@sebschmoller

Top Tweeters in G5:
@rafranzdavis
@prisonculture
@nopiedra
@onlinecrslady
@bali_maha
@iainmacl
@hypervisible
@sheilmcn
@shanavwhite
@gravesle

Top Tweeters in G6:
@hopkinsdavid
@beatrizgallardo
@sheffielduni
@edubot_he
@nodexl
@alejandroa
@garymotteram
@iamtalkytina
@manmetuta
@beckmccarter

Top Tweeters in G7:
@iconohash
@a
@assignmenthelp
@debradymd
@diturgoose
@thewaynegibbons
@adam_tate1
@qaascotland
@scotresisters
@suelee99

Top Tweeters in G8:
@boina92
@safiabarikzai
@smr_foundation
@tavoer8
@ward_caro
@paulineelyse
@carolinemelis11
@alessiocorso80
@lawconflict
@bmenet_uow

Top Tweeters in G9:
@phil_baty
@kevin_fong
@podcastedtech
@azusapacific
@cbkandiko
@mannysalesforce
@karenlongman

Top Tweeters in G10:
@malarkeypalaver
@chead_uk
@ualtle
@arslucia
@ualspark
@sousourel
@gladhighered


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