#LTHEchat, Twitter, 12/7/2019 10:52:02 AM, 218321


FAQ | Problem?

#LTHEchat_2019-12-06_22-48-02.xlsx
#LTHEchat_2019-12-06_22-48-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2019
Short Description:
#LTHEchat via NodeXL http://bit.ly/36aqm8V
@lthechat
@racephil
@nomadwarmachine
@leefallin
@advancehe_chat
@srowett
@suebecks
@kiusum
@hack_kay
@scottturneruon

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

Description:
Description
The graph represents a network of 776 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, 07 December 2019 at 06:48 UTC.

The requested start date was Saturday, 07 December 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 57-day, 11-hour, 46-minute period from Wednesday, 09 October 2019 at 20:17 UTC to Friday, 06 December 2019 at 08:04 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 : 776
Unique Edges : 2231
Edges With Duplicates : 7221
Total Edges : 9452
Number of Edge Types : 3
Mentions : 6354
Replies to : 2059
Tweet : 1039
Self-Loops : 1039
Reciprocated Vertex Pair Ratio : 0.174902239601849
Reciprocated Edge Ratio : 0.297730711043873
Connected Components : 26
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 734
Maximum Edges in a Connected Component : 9394
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.925566
Graph Density : 0.00549551047555703
Modularity : 0.167833
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 776 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, 07 December 2019 at 06:48 UTC.

The requested start date was Saturday, 07 December 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 57-day, 11-hour, 46-minute period from Wednesday, 09 October 2019 at 20:17 UTC to Friday, 06 December 2019 at 08:04 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:
[39] https://lthechat.com
[30] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[15] http://lthechat.com
[10] https://lthechat.com/2019/12/01/lthechat-160-teaching-ethics-with-dr-helen-kara-drhelenkara/
[10] https://lthechat.com/tweetchat-help/
[9] https://www.theguardian.com/science/2019/oct/14/cancelled-for-sadfishing-the-top-10-words-of-2019
[8] https://wakelet.com/wake/90bef11c-b423-4a56-a08a-88c6dc677056
[8] https://wakelet.com/wake/bf8cc543-9ed0-4f5d-aa38-5c8fa21015bb
[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://www.advance-he.ac.uk/news-and-views/graduates-world-change

Top URLs in Tweet in G1:
[5] https://twitter.com/LTHEchat/status/1192170034287632385
[4] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[4] https://lthechat.com
[3] https://twitter.com/KiuSum/status/1197250395610980354
[3] http://lthechat.com
[3] https://lthechat.com/2019/11/18/lthechat-159-contract-cheating-with-dr-thomas-lancaster-drlancaster/
[3] https://twitter.com/LTHEchat/status/1192179848871063553
[3] https://twitter.com/LTHEchat/status/1192182365319131136
[2] https://twitter.com/cpjobling/status/1192178832490532865
[2] http://eprints.leedsbeckett.ac.uk/2808/1/Cross_Cultural_Capability_Guidelines.pdf

Top URLs in Tweet in G2:
[17] https://lthechat.com
[7] http://lthechat.com
[6] https://lthechat.com/tweetchat-help/
[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/
[6] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[4] https://lthechat.com/
[3] https://wakelet.com/wake/bf8cc543-9ed0-4f5d-aa38-5c8fa21015bb
[3] https://www.amazon.com/Women-Leadership-Higher-Education-Research/dp/1623968194
[2] https://wakelet.com/wake/90bef11c-b423-4a56-a08a-88c6dc677056
[2] https://wakelet.com/wake/c323c565-35f7-4c80-96df-61bc2e610b82

Top URLs in Tweet in G3:
[8] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[5] https://lthechat.com
[5] https://lthechat.com/2019/12/01/lthechat-160-teaching-ethics-with-dr-helen-kara-drhelenkara/
[4] https://twitter.com/LTHEchat/status/1183669740029517824
[3] https://hawksey.info/tagsexplorer/?key=1O90iPcO7sUF3egvyfbw5ZA-1am-PfDX1CPlFfCEeaA4&gid=400689247
[3] https://helenkara.com/2018/01/18/free-online-research-ethics-resources/
[3] https://open.ed.ac.uk/openness-equality-and-inclusion/
[2] https://twitter.com/LTHEchat/status/1184544540100706305
[2] https://www.unicollaboration.org/
[2] http://lthechat.com

Top URLs in Tweet in G4:
[11] https://lthechat.com
[9] https://www.theguardian.com/science/2019/oct/14/cancelled-for-sadfishing-the-top-10-words-of-2019
[9] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213991
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214260
[4] https://lthechat.com/tweetchat-help/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213341
[3] https://wakelet.com/wake/90bef11c-b423-4a56-a08a-88c6dc677056
[3] https://twitter.com/LTHEchat/status/1202331742566338566
[3] https://wakelet.com/wake/bf8cc543-9ed0-4f5d-aa38-5c8fa21015bb

Top URLs in Tweet in G5:
[7] https://www.advance-he.ac.uk/news-and-views/graduates-world-change
[3] https://twitter.com/AdvanceHE_STEM/status/1189472096382050306
[2] https://collabhub.org/
[2] https://lthechat.com/2019/10/14/lthechat-155-extending-communities-through-networks-and-frameworks-with-femedtech-femedtech/
[1] https://twitter.com/i/web/status/1189643695425048578
[1] https://twitter.com/i/web/status/1189641621937233922
[1] https://twitter.com/i/web/status/1189644923089408002
[1] https://twitter.com/i/web/status/1189634327589642240
[1] https://twitter.com/i/web/status/1189488503278755840
[1] https://twitter.com/i/web/status/1189635276815192064

Top URLs in Tweet in G6:
[4] https://alejandroarmellini.wordpress.com/2019/07/17/abl-blog-post-july-2019/
[2] https://twitter.com/leefallin/status/1182022045510578176
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212623
[1] https://twitter.com/alejandroa/status/606786887198646272
[1] https://twitter.com/i/web/status/1182046806575927296
[1] https://twitter.com/i/web/status/1182041099898179585
[1] https://twitter.com/i/web/status/1182112727256506374
[1] https://tlcwebinars.wordpress.com/resources/ale-armellini-badges-debate-positioning-statement/
[1] https://twitter.com/i/web/status/1182051906660835329
[1] https://twitter.com/i/web/status/1187088914114367489

Top URLs in Tweet in G7:
[3] 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://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
[1] https://twitter.com/LTHEchat/status/1201425775783604224

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1184575843626029057
[1] https://twitter.com/Bali_Maha/status/1197865166945345536
[1] https://twitter.com/VConnecting/status/1197252109697241089?s=20

Top URLs in Tweet in G9:
[2] https://twitter.com/leefallin/status/1182022045510578176
[1] https://twitter.com/lthechat/status/1182020405684367360
[1] https://twitter.com/cityunilead/status/1182613860978741248
[1] https://twitter.com/dompates/status/1168907551796269056?s=21
[1] https://twitter.com/i/web/status/1182027586915966976
[1] https://twitter.com/i/web/status/1182028479711399937
[1] https://twitter.com/i/web/status/1199020963033169920
[1] https://twitter.com/LTHEchat/status/1182020405684367360
[1] https://twitter.com/i/web/status/1193833215636725763

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1202317649637756929

Top Domains
Top Domains in Tweet in Entire Graph:
[1379] twitter.com
[132] lthechat.com
[28] wakelet.com
[26] ac.uk
[24] nodexlgraphgallery.org
[16] hawksey.info
[12] nuzzel.com
[9] theguardian.com
[9] wordpress.com
[9] youtube.com

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

Top Domains in Tweet in G2:
[119] twitter.com
[53] lthechat.com
[9] wakelet.com
[7] hawksey.info
[3] wordpress.com
[3] ac.uk
[3] amazon.com
[3] paper.li
[1] youtube.com
[1] nature.com

Top Domains in Tweet in G3:
[350] twitter.com
[21] lthechat.com
[7] ac.uk
[4] hawksey.info
[3] helenkara.com
[3] youtube.com
[3] nodexlgraphgallery.org
[3] co.uk
[2] unicollaboration.org
[2] wakelet.com

Top Domains in Tweet in G4:
[160] twitter.com
[33] lthechat.com
[17] nodexlgraphgallery.org
[10] wakelet.com
[9] theguardian.com
[5] nuzzel.com
[3] co.uk
[3] paper.li
[1] ld.in
[1] futurelearn.com

Top Domains in Tweet in G5:
[131] twitter.com
[9] ac.uk
[4] lthechat.com
[2] collabhub.org
[2] wakelet.com
[1] europa.eu

Top Domains in Tweet in G6:
[25] twitter.com
[5] wordpress.com
[2] nodexlgraphgallery.org
[1] unicollaboration.org
[1] hawksey.info
[1] lthechat.com

Top Domains in Tweet in G7:
[9] twitter.com
[8] iconohash.com
[4] myassignmenthelp.net
[1] nuzzel.com
[1] ac.uk
[1] openedition.org

Top Domains in Tweet in G8:
[3] twitter.com

Top Domains in Tweet in G9:
[10] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3354] lthechat
[386] advancehe_chat
[171] femedtech
[36] contractcheating
[35] sdgs
[28] un
[25] abl
[22] altc
[17] highered
[15] loveld



Top Hashtags in Tweet in G1:
[1588] lthechat
[145] advancehe_chat
[27] contractcheating
[11] femedtech
[11] loveld
[7] sdgs
[7] wonkfest
[6] un
[5] studentengagement
[5] socmedhe19

Top Hashtags in Tweet in G2:
[417] lthechat
[39] advancehe_chat
[17] femedtech
[8] altc
[7] edtech
[5] contractcheating
[4] un
[4] sdgs
[4] feedback
[4] vle

Top Hashtags in Tweet in G3:
[605] lthechat
[102] femedtech
[70] advancehe_chat
[6] virtualexchange
[4] edtech
[4] equality
[4] openscot
[4] ukoer
[3] contractcheating
[3] oer

Top Hashtags in Tweet in G4:
[386] lthechat
[31] femedtech
[15] advancehe_chat
[11] femtech
[9] socmedhe19
[9] altc
[8] clmooc
[3] loveld
[3] sedaconf
[2] sdgs

Top Hashtags in Tweet in G5:
[194] lthechat
[104] advancehe_chat
[17] sdgs
[14] un
[6] sdg
[6] enterprise
[4] femedtech
[4] highered
[3] esd
[2] stemconf20

Top Hashtags in Tweet in G6:
[90] lthechat
[21] abl
[12] advancehe_chat
[3] femedtech
[2] highered
[2] advancehe
[2] un
[2] sdgs
[1] badges
[1] virtualexchange

Top Hashtags in Tweet in G7:
[22] lthechat
[1] bitcoina
[1] sdgs
[1] highered
[1] edchat
[1] governor
[1] loveld
[1] bokepterbaru

Top Hashtags in Tweet in G8:
[4] lthechat
[3] oer20
[2] altc
[2] byod
[1] digped
[1] femedtech

Top Hashtags in Tweet in G9:
[10] lthechat
[2] a6
[2] lecturecapture
[1] learningspaces
[1] altc
[1] holographicacademic
[1] edtech
[1] m25ltg
[1] activelearning

Top Hashtags in Tweet in G10:
[5] lthechat
[1] highered
[1] highereducation

Top Words
Top Words in Tweet in Entire Graph:
[3658] Words in Sentiment List#1: Positive
[1532] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[97587] Non-categorized Words
[102778] Total Words
[3350] #lthechat
[1774] lthechat
[635] students
[460] learning
[385] #advancehe_chat

Top Words in Tweet in G1:
[1587] #lthechat
[752] lthechat
[347] students
[245] srowett
[220] leefallin
[211] nomadwarmachine
[206] drlancaster
[187] think
[175] a1
[173] learning

Top Words in Tweet in G2:
[416] #lthechat
[228] lthechat
[86] learning
[81] evening
[55] join
[53] students
[44] simulation
[43] advancehe_chat
[41] tutoring
[40] personal

Top Words in Tweet in G3:
[604] #lthechat
[403] lthechat
[131] students
[102] #femedtech
[92] a1
[90] a3
[83] ethics
[78] advancehe_chat
[76] a2
[75] a5

Top Words in Tweet in G4:
[385] #lthechat
[238] lthechat
[83] leefallin
[54] learning
[54] kiusum
[50] think
[42] nomadwarmachine
[41] srowett
[41] scholastic_rat
[40] evening

Top Words in Tweet in G5:
[194] #lthechat
[104] #advancehe_chat
[90] advancehe_chat
[72] lthechat
[43] learning
[42] students
[40] s_j_norton
[37] hack_kay
[33] blog
[25] join

Top Words in Tweet in G6:
[90] #lthechat
[60] lthechat
[27] alejandroa
[23] learning
[21] #abl
[15] students
[14] blended
[12] #advancehe_chat
[11] online
[11] good

Top Words in Tweet in G7:
[22] #lthechat
[8] daily
[8] conversation
[8] report
[8] ready
[5] nov
[4] read
[4] student
[4] ethics
[4] top

Top Words in Tweet in G8:
[9] join
[7] session
[7] edifiedlistener
[6] bali_maha
[6] vconnecting
[6] pre
[6] conference
[6] discussion
[6] digpedlab
[6] uk

Top Words in Tweet in G9:
[10] #lthechat
[7] lthechat
[5] srowett
[4] peterbryanthe
[4] katiepiatt
[4] andrewmid
[4] polleverywhere
[4] a6
[4] johncoup
[3] try

Top Words in Tweet in G10:
[8] ipihe1
[6] year
[6] well
[6] underway
[6] interesting
[6] articles
[6] projects
[6] posters
[6] reflections
[6] bring

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[232] #lthechat,#advancehe_chat
[153] contract,cheating
[150] #advancehe_chat,#lthechat
[115] lthechat,a1
[111] learning,development
[110] #lthechat,#femedtech
[108] lthechat,#lthechat
[106] personal,tutoring
[89] lthechat,a5
[85] evening,#lthechat

Top Word Pairs in Tweet in G1:
[93] contract,cheating
[81] #lthechat,#advancehe_chat
[63] #advancehe_chat,#lthechat
[46] personal,tutoring
[46] lthechat,a1
[43] lthechat,#lthechat
[41] learning,development
[40] lthechat,a4
[38] lthechat,a2
[38] srowett,leefallin

Top Word Pairs in Tweet in G2:
[36] personal,tutoring
[32] contract,cheating
[31] evening,#lthechat
[26] read,blog
[25] evening,9pm
[22] #advancehe_chat,#lthechat
[21] sector,wide
[21] wide,framework
[20] framework,personal
[20] learning,development

Top Word Pairs in Tweet in G3:
[78] #lthechat,#femedtech
[43] #lthechat,#advancehe_chat
[35] lthechat,a1
[32] lthechat,a5
[27] lthechat,a2
[27] #advancehe_chat,#lthechat
[23] warwicklanguage,lthechat
[21] lthechat,a3
[20] learning,development
[19] lthechat,a4

Top Word Pairs in Tweet in G4:
[22] learning,development
[19] communities,networks
[17] #lthechat,#femedtech
[16] read,blog
[15] lthechat,#lthechat
[14] evening,#lthechat
[14] lthechat,join
[14] #lthechat,155
[14] 155,extending
[14] extending,communities

Top Word Pairs in Tweet in G5:
[71] #lthechat,#advancehe_chat
[32] #advancehe_chat,#lthechat
[24] tonight's,#lthechat
[14] tune,tonight's
[13] world,change
[12] lthechat,joining
[12] joining,advancehe_chat
[12] advancehe_chat,discuss
[12] discuss,enterprise
[12] enterprise,approach

Top Word Pairs in Tweet in G6:
[14] lthechat,#lthechat
[11] #lthechat,#advancehe_chat
[10] blended,learning
[7] #lthechat,#abl
[6] invite,colleagues
[6] colleagues,move
[6] move,away
[6] away,traditional
[6] traditional,arguably
[6] arguably,simplistic

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

Top Word Pairs in Tweet in G8:
[6] join,vconnecting
[6] vconnecting,session
[6] session,pre
[6] pre,conference
[6] conference,discussion
[6] discussion,digpedlab
[6] digpedlab,uk
[6] uk,slamteacher
[6] slamteacher,edifiedlistener
[5] bali_maha,join

Top Word Pairs in Tweet in G9:
[4] katiepiatt,lthechat
[3] srowett,katiepiatt
[3] peterbryanthe,polleverywhere
[2] lthechat,andrewmid
[2] yup,use
[2] use,move
[2] move,opportunity
[2] opportunity,rethink
[2] rethink,#a6
[2] #a6,#lthechat

Top Word Pairs in Tweet in G10:
[6] year,well
[6] well,underway
[6] underway,interesting
[6] interesting,articles
[6] articles,projects
[6] projects,posters
[6] posters,reflections
[6] reflections,bring
[5] ipihe1,year
[5] bring,#lthec

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

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

Top Replied-To in G2:
@lthechat
@estebanrooney
@faustmahmood
@advancehe_chat
@racephil
@scholastic_rat
@kimshahabudin
@kjhaxton
@leefallin
@nomadwarmachine

Top Replied-To in G3:
@lthechat
@advancehe_chat
@nomadwarmachine
@srowett
@katiepiatt
@kateawright
@s_j_norton
@kjhaxton
@leefallin
@traceymadden

Top Replied-To in G4:
@lthechat
@leefallin
@kiusum
@cpjobling
@kjhaxton
@santanuvasant
@srowett
@christo_hst
@advancehe_chat
@bevgibbs

Top Replied-To in G5:
@advancehe_chat
@kjhaxton
@lthechat
@leefallin
@nomadwarmachine
@martinrich106
@suebecks
@kiusum
@warwicklanguage
@bevgibbs

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

Top Replied-To in G8:
@sheilmcn

Top Replied-To in G9:
@peterbryanthe
@2standandstare
@andrewmid
@srowett
@donnalanclos

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

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

Top Mentioned in G2:
@lthechat
@advancehe_chat
@dale_munday
@drlancaster
@drhelenkara
@profsallybrown
@racephil
@femedtech
@suebecks
@benwwalker1

Top Mentioned in G3:
@lthechat
@advancehe_chat
@warwicklanguage
@suebecks
@kiusum
@leefallin
@drhelenkara
@marendeepwell
@nomadwarmachine
@katiepiatt

Top Mentioned in G4:
@lthechat
@leefallin
@kiusum
@scholastic_rat
@nomadwarmachine
@srowett
@femedtech
@kimshahabudin
@suebecks
@scottturneruon

Top Mentioned in G5:
@lthechat
@advancehe_chat
@s_j_norton
@hack_kay
@advancehe
@kiusum
@suebecks
@kjhaxton
@nomadwarmachine
@leefallin

Top Mentioned in G6:
@lthechat
@alejandroa
@andrewmid
@racephil
@advancehe_chat
@kjhaxton
@suebecks
@byod4l
@hopkinsdavid
@manmetuta

Top Mentioned in G7:
@qaascotland

Top Mentioned in G8:
@edifiedlistener
@bali_maha
@vconnecting
@digpedlab
@slamteacher
@gogn_oer
@hypervisible
@tressiemcphd
@tchkimpossible
@shanavwhite

Top Mentioned in G9:
@lthechat
@srowett
@katiepiatt
@polleverywhere
@andrewmid
@johncoup
@peterbryanthe
@xarahc
@gillysalmon
@suebecks

Top Mentioned in G10:
@ipihe1

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

Top Tweeters in G1:
@s_palm
@58r
@richmondbridge
@dkernohan
@jeremy972i
@jamesclay
@s_j_lancaster
@azumahcarol
@wmarybeard
@grammarly

Top Tweeters in G2:
@womened
@stevewheeler
@profjcharmley
@cecilia_bocking
@trabimechanic
@doc_kristy
@gravesle
@phil_baty
@lawrie
@jnyrose

Top Tweeters in G3:
@drpetra
@nopiedra
@goalsecom
@onlinecrslady
@laurapasquini
@warwicklanguage
@jimgroom
@iainmacl
@drhelenkara
@deniset01

Top Tweeters in G4:
@guardian
@mjoehlerich
@femtech_
@wagjuer
@btkrth
@academicchatter
@glasgow_watch
@fidaisyg
@scalarhumanity
@margymaclibrary

Top Tweeters in G5:
@gedespi
@peteqconsult
@sdgsbot
@unimelb
@thartman2u
@drl
@studentsncl
@wonkhe
@handee
@andypena

Top Tweeters in G6:
@hopkinsdavid
@uninorthants
@kalwantbhopal
@beatrizgallardo
@melaniecrofts
@sheffielduni
@halamansour
@edubot_he
@angbroadbridge
@nodexl

Top Tweeters in G7:
@iconohash
@a
@assignmenthelp
@collectiveacti1
@debradymd
@diturgoose
@thewaynegibbons
@adam_tate1
@qaascotland
@suelee99

Top Tweeters in G8:
@tressiemcphd
@rafranzdavis
@prisonculture
@bali_maha
@hypervisible
@shanavwhite
@edifiedlistener
@autumm
@slamteacher
@tchkimpossible

Top Tweeters in G9:
@donnalanclos
@tweetinchar
@dompates
@powerlrn
@johncoup
@xarahc
@sydney_business
@gillysalmon
@lselti
@johncou

Top Tweeters in G10:
@drkatyvigurs
@alkegw
@ericorradini
@ursula_chaney
@drlittle26
@kathrynjmcf
@ipihe1