#altc, Twitter, 9/15/2019 11:52:21 PM, 209856


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#altc_2019-09-15_16-27-49.xlsx
#altc_2019-09-15_16-27-49.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 15, 2019
Short Description:
#altc via NodeXL http://bit.ly/31nnjbG
@a_l_t
@jessifer
@suebecks
@olliebray
@sfaulknerpando
@dompates
@czernie
@warwicklanguage
@samwisefox
@jisc

Top hashtags:
#altc
#edtech
#femedtech
#lthechat
#cmalt
#twalk
#digitalstudent
#raise19
#digitalcapability
#lego

Description:
Description
The graph represents a network of 1,319 Twitter users whose tweets in the requested range contained "#altc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 15 September 2019 at 23:29 UTC.

The requested start date was Sunday, 15 September 2019 at 23:27 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 16-day, 9-hour, 47-minute period from Thursday, 29 August 2019 at 08:26 UTC to Saturday, 14 September 2019 at 18:13 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 : 1319
Unique Edges : 4042
Edges With Duplicates : 4683
Total Edges : 8725
Self-Loops : 1026
Reciprocated Vertex Pair Ratio : 0.111481234732401
Reciprocated Edge Ratio : 0.200599400599401
Connected Components : 32
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 1266
Maximum Edges in a Connected Component : 8662
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.232437
Graph Density : 0.00287901465795235
Modularity : 0.261283
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[35] https://altc.alt.ac.uk/2019/
[24] https://philonedtech.com/addressing-the-decline-of-open-source-lms-for-altc-discussion/
[16] http://www.steve-wheeler.co.uk/2019/09/what-duck.html
[15] https://edu.rhizome.live/auth/code/mtOtU4XJL
[15] https://altc.alt.ac.uk/2019/sessions/altc-keynote-jesse-stommel/
[14] https://howsheilaseesit.net/alt/altc-2019-data-dialogue-doing-and-lining-up-our-ducks/
[13] https://thinking.is.ed.ac.uk/playful-engagement/
[13] https://www.slideshare.net/jessestommel/critical-pedagogy-civil-disobedience-and-edtech/
[13] https://digitalrau.wordpress.com/2019/09/06/alt-2019-time-to-take-back-control/
[11] https://twitter.com/A_L_T/status/1169198152605413376

Top URLs in Tweet in G1:
[13] https://altc.alt.ac.uk/2019/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208907
[6] https://farrellytom.wordpress.com/2019/09/07/gasta-at-altc-in-edinburgh/
[5] http://blog.edtechie.net/conference/the-meticulous-informality-of-alt-c/
[5] https://twitter.com/francesbell/status/1169888844411355136
[5] https://twitter.com/Jisc/status/1169193139157889024
[4] https://twitter.com/nodexl/status/1169441067319480320
[4] https://altc.alt.ac.uk/2019/sessions/altc-keynote-jesse-stommel/
[4] https://virtuallyconnecting.org/blog/2019/09/01/virtually-connecting-at-alt2019-altc/
[4] https://www.slideshare.net/jessestommel/critical-pedagogy-civil-disobedience-and-edtech/

Top URLs in Tweet in G2:
[18] https://altc.alt.ac.uk/2019/
[13] https://edu.rhizome.live/auth/code/mtOtU4XJL
[8] http://lornamcampbell.org/higher-education/altc-personal-highlights/
[8] https://thinking.is.ed.ac.uk/playful-engagement/
[7] https://howsheilaseesit.net/alt/altc-2019-data-dialogue-doing-and-lining-up-our-ducks/
[6] https://philonedtech.com/addressing-the-decline-of-open-source-lms-for-altc-discussion/
[6] https://www.ed.ac.uk/files/atoms/files/diy_v6_print.pdf
[5] https://open.ed.ac.uk/
[5] https://digitalrau.wordpress.com/2019/09/06/alt-2019-time-to-take-back-control/
[5] https://twitter.com/OpenEdEdinburgh/status/1172072176457068546

Top URLs in Tweet in G3:
[8] https://altc.alt.ac.uk/2019/programme/#/day3
[4] https://altc.alt.ac.uk/2019/programme/#/day2
[4] https://altc.alt.ac.uk/2019/news/launching-alts-annual-conference-2020-9-11-september-2020-london-uk-altc/
[4] https://altc.alt.ac.uk/2019/
[4] https://digitalrau.wordpress.com/2019/09/06/alt-2019-time-to-take-back-control/
[4] http://kmi.open.ac.uk/news/article/19058
[4] https://twitter.com/julievoce/status/1169263459529306114
[3] https://altc.alt.ac.uk/2019/news/voices-altc-2019-posts-pictures-and-more/
[3] https://digichampsnuig.com/
[3] https://altc.alt.ac.uk/2019/sessions/altc-keynote-ollie-bray/

Top URLs in Tweet in G4:
[12] http://www.steve-wheeler.co.uk/2019/09/what-duck.html
[3] https://thinking.is.ed.ac.uk/playful-engagement/
[3] https://twitter.com/A_L_T/status/1169275819900002305
[3] https://moodle.org/plugins/block_accessibility
[2] http://repository.jisc.ac.uk/6728/1/Learning_Design_Family_Tree_i2.pdf
[2] https://altc.alt.ac.uk/2019/sessions/a-076/
[2] https://twitter.com/galibabir/status/1167779536634646534
[2] https://twitter.com/informedscot/status/1169200508852215809
[2] https://www.youtube.com/watch?v=rsUx19_Vf0Q&app=desktop

[1] https://blogs.ed.ac.uk/ede/2019/09/11/control-alt-and-tweet/

Top URLs in Tweet in G5:
[15] https://philonedtech.com/addressing-the-decline-of-open-source-lms-for-altc-discussion/
[10] https://altc.alt.ac.uk/2019/sessions/altc-keynote-jesse-stommel/
[4] https://twitter.com/jessifer/status/1169199944814780417?s=21
[3] https://twitter.com/MooseAllain/status/755703443826810880
[2] https://us20.campaign-archive.com/?u=13aed88a97949408dde781173&id=4e04968f9c
[2] https://mahara.catalystdemo.co.uk/view/view.php?id=195
[2] https://twitter.com/suebecks/status/1169173235474321408
[2] https://twitter.com/a_l_t/status/1169174380833906688
[2] https://twitter.com/Jessifer/status/1169199944814780417
[2] https://www.slideshare.net/jessestommel/critical-pedagogy-civil-disobedience-and-edtech/

Top URLs in Tweet in G6:
[5] https://www.tes.com/news/unsure-about-edtech-heres-how-build-confidence
[2] https://www.bbc.co.uk/programmes/m000823p
[2] https://www.google.com/imgres?imgurl=https://www.agbarr.co.uk/media/257557/Irnbru-330.png&imgrefurl=https://www.agbarr.co.uk/about-us/our-history/bottle-gallery/&tbnid=oFrz2MY6_4hrMM&vet=1&docid=9fgEX89CgPW_EM&w=450&h=675&q=irn+bru+bottle&hl=en&source=sh/x/im
[2] https://elearningstuff.net/2015/12/09/i-dont-have-a-dog-altc/
[2] https://elearningstuff.net/2019/09/05/a-blast-from-the-past-altc/
[1] https://www.creativityatwork.com/2012/03/23/can-creativity-be-taught/
[1] https://twitter.com/knanfeldt/status/1169268374368657408
[1] https://twitter.com/knanfeldt/status/1169258933489405953
[1] https://www.amazon.co.uk/Learning-Technology-Handbook-Assessors-Education/dp/1912096935
[1] https://twitter.com/joecar/status/1169674460787617800

Top URLs in Tweet in G7:
[3] https://www.futurelearn.com/courses/the-unbundled-university
[3] https://twitter.com/A_L_T/status/1169620286381219841
[2] https://twitter.com/openplanstuart/status/1169317049379753985
[1] https://twitter.com/Jisc/status/1167363329318371328
[1] https://twitter.com/marendeepwell/status/1169506391582810112
[1] https://altc.alt.ac.uk/2019/news/alt-conference-2019-highlights-and-most-liked-tweets/
[1] https://www.vevox.com/blog/alt-2019-highlights
[1] https://twitter.com/A_L_T/status/1169632742268690432
[1] https://twitter.com/A_L_T/status/1169527252717113344
[1] https://twitter.com/Pgogy/status/1169547051551612929

Top URLs in Tweet in G8:
[1] https://twitter.com/a_l_t/status/1169636427136716800
[1] https://www.flickr.com/photo.gne?short=2h9Wn3z
[1] https://twitter.com/xarahc/status/1169249858726834176
[1] https://altc.alt.ac.uk/2019/programme/#/day1
[1] https://twitter.com/a_l_t/status/1169636270051606528
[1] https://digitalcapability.jiscinvolve.org/wp/2019/09/03/defining-digital-wellbeing/
[1] https://twitter.com/Jessifer/status/1169609226282553344

Top URLs in Tweet in G9:
[1] https://altc.alt.ac.uk/2019/awardsvoting/
[1] https://twitter.com/hopkinsdavid/status/1169181654340055041
[1] https://twitter.com/a_l_t/status/1169177769777012736
[1] https://twitter.com/A_L_T/status/1169275819900002305
[1] https://twitter.com/YourLPI/status/1169535585050083328
[1] https://twitter.com/A_L_T/status/1169535331651280896
[1] https://www.memozing.com/
[1] https://elearningstuff.net/2019/09/05/a-blast-from-the-past-altc/?utm_source=dlvr.it&utm_medium=twitter
[1] https://ojs.uv.es/index.php/realia/announcement/view/213
[1] https://forwardtofellowship.wordpress.com/2019/09/06/on-learning-technology-without-borders/

Top URLs in Tweet in G10:
[1] https://twitter.com/jessifer/status/1169199944814780417

Top Domains
Top Domains in Tweet in Entire Graph:
[440] twitter.com
[272] ac.uk
[42] youtube.com
[37] wordpress.com
[35] co.uk
[30] slideshare.net
[25] rhizome.live
[25] nodexlgraphgallery.org
[24] philonedtech.com
[24] dlvr.it

Top Domains in Tweet in G1:
[134] twitter.com
[61] ac.uk
[21] nodexlgraphgallery.org
[14] youtube.com
[11] wordpress.com
[9] slideshare.net
[8] jiscinvolve.org
[5] edtechie.net
[5] virtuallyconnecting.org
[4] howsheilaseesit.net

Top Domains in Tweet in G2:
[130] twitter.com
[87] ac.uk
[23] rhizome.live
[10] lornamcampbell.org
[10] wordpress.com
[9] slideshare.net
[9] howsheilaseesit.net
[7] co.uk
[7] youtube.com
[6] philonedtech.com

Top Domains in Tweet in G3:
[82] ac.uk
[50] twitter.com
[16] dlvr.it
[12] youtube.com
[12] wordpress.com
[7] slideshare.net
[4] co.uk
[3] google.com
[3] digichampsnuig.com
[3] howsheilaseesit.net

Top Domains in Tweet in G4:
[46] twitter.com
[20] ac.uk
[14] co.uk
[4] youtube.com
[3] moodle.org
[2] wordpress.com
[2] howsheilaseesit.net
[1] legofoundation.com
[1] jiscinvolve.org
[1] google.com

Top Domains in Tweet in G5:
[26] twitter.com
[15] philonedtech.com
[12] ac.uk
[5] youtube.com
[3] slideshare.net
[3] co.uk
[2] campaign-archive.com
[1] lornamcampbell.org
[1] rhizome.live
[1] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[14] twitter.com
[10] elearningstuff.net
[5] tes.com
[4] ac.uk
[3] co.uk
[2] google.com
[1] creativityatwork.com
[1] dropbox.com
[1] padlet.com
[1] flickr.com

Top Domains in Tweet in G7:
[13] twitter.com
[3] futurelearn.com
[2] ac.uk
[1] vevox.com
[1] philonedtech.com

Top Domains in Tweet in G8:
[4] twitter.com
[1] flickr.com
[1] ac.uk
[1] jiscinvolve.org

Top Domains in Tweet in G9:
[6] twitter.com
[1] ac.uk
[1] memozing.com
[1] elearningstuff.net
[1] uv.es
[1] wordpress.com
[1] spotify.com
[1] insidehighered.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4262] altc
[109] edtech
[74] femedtech
[66] lthechat
[53] cmalt
[50] twalk
[45] digitalstudent
[34] raise19
[27] digitalcapability
[26] lego



Top Hashtags in Tweet in G1:
[1108] altc
[53] lthechat
[45] edtech
[40] femedtech
[38] digitalstudent
[31] raise19
[23] digitalcapability
[15] cmalt
[11] learning
[11] he

Top Hashtags in Tweet in G2:
[1309] altc
[28] femedtech
[19] edtech
[18] playfulengagement
[18] twalk
[12] wehavegreatstuff
[11] oer
[9] openeducation
[8] blendedlearning
[8] edu4_0

Top Hashtags in Tweet in G3:
[729] altc
[20] edtech
[20] cmalt
[12] ldbootcampuk
[9] bbally
[7] iuadiged
[6] telsurvey
[5] lego
[4] assessment
[4] learning

Top Hashtags in Tweet in G4:
[463] altc
[14] gasta
[7] moodle
[7] learninglive
[6] edtech
[6] lego
[6] mobilevideo
[6] playfullearning
[4] diyfilmschool
[4] activelearning

Top Hashtags in Tweet in G5:
[226] altc
[7] cmalt
[5] accessibility
[5] sheilaproject
[4] lta1
[3] learninganalytics
[2] foss
[2] moodle
[2] edinburgh
[2] criticalpedagogy

Top Hashtags in Tweet in G6:
[178] altc
[10] edtech
[7] digilearnsector
[6] uclandigilearn
[5] digitalcapabilities
[5] lthechat
[5] altc2010
[3] digitaluclan
[3] edinburgh
[3] altc2003

Top Hashtags in Tweet in G7:
[60] altc
[8] onlinelearning
[4] highered
[4] lta7
[3] altccrossword
[3] keynote
[2] vevox
[2] edtech
[2] inspiringlearning
[1] edtechchat

Top Hashtags in Tweet in G8:
[40] altc
[4] mscde
[2] phdch12
[2] playful
[2] highereducation
[2] gamification
[2] funandlearning
[2] edutainment
[2] edtech
[2] ux

Top Hashtags in Tweet in G9:
[24] altc
[4] lta7
[2] learninglive
[2] greece
[2] macedonia
[2] onlyinmacedonia
[2] македонска
[2] travel
[2] ohrid
[1] studentled

Top Hashtags in Tweet in G10:
[15] altc
[6] gmitmatl
[3] cuainote
[2] digitalpedagogy
[2] technologies
[2] edtech
[2] digitaluniversity
[1] teachingandlearning

Top Words
Top Words in Tweet in Entire Graph:
[4557] Words in Sentiment List#1: Positive
[979] Words in Sentiment List#2: Negative
[13] Words in Sentiment List#3: Angry/Violent
[94718] Non-categorized Words
[100263] Total Words
[4264] #altc
[746] a_l_t
[672] learning
[440] olliebray
[384] great

Top Words in Tweet in G1:
[1110] #altc
[228] a_l_t
[144] suebecks
[125] learning
[108] olliebray
[98] students
[97] s
[91] conference
[91] digital
[88] sfaulknerpando

Top Words in Tweet in G2:
[1309] #altc
[223] learning
[195] a_l_t
[125] great
[102] olliebray
[101] more
[99] s
[95] students
[89] education
[87] digital

Top Words in Tweet in G3:
[729] #altc
[159] learning
[149] a_l_t
[78] olliebray
[71] more
[62] conference
[60] students
[57] 2019
[56] great
[55] digital

Top Words in Tweet in G4:
[463] #altc
[102] olliebray
[87] a_l_t
[72] learning
[60] great
[54] make
[52] going
[45] s
[44] technology
[43] duck

Top Words in Tweet in G5:
[226] #altc
[125] jessifer
[54] more
[53] education
[47] edtech
[46] keynote
[44] development
[44] pedagogical
[43] majority
[43] driven

Top Words in Tweet in G6:
[178] #altc
[36] learning
[34] olliebray
[34] a_l_t
[31] day
[24] years
[20] digital
[20] ago
[17] alt
[16] great

Top Words in Tweet in G7:
[60] #altc
[17] a_l_t
[15] ebs_global
[14] community
[13] many
[11] here
[11] team
[11] vote
[10] vevoxapp
[10] openplanstuart

Top Words in Tweet in G8:
[40] #altc
[7] a_l_t
[7] edinburghuni
[6] conference
[6] learning
[6] people
[6] s
[5] first
[5] next
[5] session

Top Words in Tweet in G9:
[24] #altc
[5] find
[4] vote
[4] community
[4] awards
[4] #lta7
[4] seems
[4] conference
[3] learning
[3] 2

Top Words in Tweet in G10:
[15] #altc
[11] carinaginty
[11] tlogmit
[10] gmitofficial
[6] sheilmcn
[6] #gmitmatl
[6] check
[6] out
[5] work
[5] today

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[113] olliebray,#altc
[105] going,make
[92] a_l_t,#altc
[82] #altc,2019
[80] #altc,keynote
[69] looking,forward
[67] a_l_t,olliebray
[60] majority,development
[60] development,edtech
[60] edtech,driven

Top Word Pairs in Tweet in G1:
[37] olliebray,#altc
[30] edinnovationhas,apd_uwe
[29] #altc,edinnovationhas
[28] a_l_t,#altc
[26] looking,forward
[23] going,make
[22] a_l_t,olliebray
[22] digital,experience
[21] #altc,conference
[20] jisc,#digitalstudent

Top Word Pairs in Tweet in G2:
[28] #altc,2019
[24] learning,technologist
[23] #altc,keynote
[22] a_l_t,olliebray
[21] blended,learning
[20] olliebray,#altc
[20] a_l_t,#altc
[20] colouring,book
[18] mcewan,hall
[18] #altc,edinnovationhas

Top Word Pairs in Tweet in G3:
[26] a_l_t,#altc
[21] last,week
[20] mcewan,hall
[19] learning,design
[18] #altc,2019
[17] #altc,2020
[16] details,visit
[16] learning,technology
[15] place,a_l_t
[14] alt,conference

Top Word Pairs in Tweet in G4:
[46] going,make
[32] olliebray,#altc
[24] technology,going
[24] make,teaching
[23] teaching,easier
[23] make,different
[23] different,olliebray
[18] suebecks,technology
[18] easier,s
[18] s,going

Top Word Pairs in Tweet in G5:
[43] majority,development
[43] development,edtech
[43] edtech,driven
[43] driven,bureaucratic
[43] bureaucratic,traditions
[43] traditions,education
[43] education,more
[43] more,pedagogical
[43] pedagogical,ones
[42] jessifer,majority

Top Word Pairs in Tweet in G6:
[20] years,ago
[13] a_l_t,olliebray
[12] olliebray,#altc
[9] alt,c
[8] 2,0
[6] chrislearntech,k9williams
[6] 9,11
[6] 11,september
[6] september,2020
[6] web,2

Top Word Pairs in Tweet in G7:
[12] #altc,community
[9] community,choice
[8] mcewan,hall
[8] #onlinelearning,team
[7] here,#altc
[7] choice,award
[6] ebs_global,#onlinelearning
[6] hydra,simulation
[5] away,prizes
[5] a_l_t,conference

Top Word Pairs in Tweet in G8:
[4] next,year
[3] room,2
[2] edreslancaster,team
[2] team,#altc
[2] #altc,lost
[2] lost,tundeva
[2] tundeva,route
[2] route,photo
[2] photo,thanks
[2] thanks,making

Top Word Pairs in Tweet in G9:
[4] vote,#altc
[4] #altc,community
[4] community,awards
[4] awards,#lta7
[2] #altc,day
[2] twitter,feed
[2] feed,seems
[2] seems,gone
[2] gone,quackers
[2] quackers,crossing

Top Word Pairs in Tweet in G10:
[6] tlogmit,#gmitmatl
[6] check,out
[5] #altc,today
[5] jessifer,#altc
[5] colleagues,gmitofficial
[5] gmitofficial,gmitletterfrack
[5] gmitletterfrack,greengmit
[5] greengmit,gmitmayocampus
[5] gmitmayocampus,tlogmit
[5] #gmitmatl,check

Top Replied-To
Top Replied-To in Entire Graph:
@olliebray
@a_l_t
@sheilmcn
@suebecks
@sfaulknerpando
@czernie
@warwicklanguage
@marendeepwell
@jessifer
@lornamcampbell

Top Replied-To in G1:
@sheilmcn
@suebecks
@sfaulknerpando
@warwicklanguage
@jessifer
@a_l_t
@scottturneruon
@debbaff
@rhianellis3
@nomadwarmachine

Top Replied-To in G2:
@olliebray
@czernie
@marendeepwell
@honeybhighton
@suebecks
@lornamcampbell
@sfaulknerpando
@a_l_t
@smythkrs
@ghenrick

Top Replied-To in G3:
@sheilmcn
@chrisbull1980
@hopkinsdavid
@a_l_t
@julievoce
@sueinasp
@pjrayment
@dompates
@c1boon
@marendeepwell

Top Replied-To in G4:
@a_l_t
@paulinemunro_hr
@olliebray
@russbrookes1981
@czernie
@roberttreharne
@lauracz
@ljanegray
@jamesclay
@dubdonaldson

Top Replied-To in G5:
@mhawksey
@dompates
@kateycoleman
@jessifer
@a_l_t

Top Replied-To in G6:
@olliebray
@digisim
@nomadwarmachine
@jamesclay
@helenbeetham
@uohacademy

Top Replied-To in G7:
@mg_ebs
@ebs_global

Top Replied-To in G8:
@mattcornock
@danielclarkfca
@edreslancaster
@livdep
@graemeboxwell
@rachelleeobrien
@duncanbss
@drmonicachavez

Top Replied-To in G10:
@jessifer

Top Mentioned
Top Mentioned in Entire Graph:
@a_l_t
@olliebray
@jessifer
@suebecks
@sheilmcn
@jisc
@czernie
@edinburghuni
@sfaulknerpando
@marendeepwell

Top Mentioned in G1:
@a_l_t
@suebecks
@olliebray
@jisc
@sfaulknerpando
@jessifer
@marendeepwell
@sheilmcn
@warwicklanguage
@sarahknight

Top Mentioned in G2:
@a_l_t
@olliebray
@jessifer
@czernie
@ammienoot
@sheilmcn
@edinburghuni
@lornamcampbell
@sfarley_charlie
@suebecks

Top Mentioned in G3:
@a_l_t
@olliebray
@jessifer
@ucisa_deg
@julievoce
@mattlingard
@ucisa
@hopkinsdavid
@suebecks
@edinburghuni

Top Mentioned in G4:
@olliebray
@a_l_t
@suebecks
@joecar
@glynnmark
@legofoundation
@elesig
@tarahawes
@stevewheeler
@safiabarikzai

Top Mentioned in G5:
@jessifer
@samwisefox
@a_l_t
@philonedtech
@dgasevic
@suebecks
@olliebray
@czernie
@femedtech
@ammienoot

Top Mentioned in G6:
@olliebray
@a_l_t
@chrislearntech
@suebecks
@_daniel_scott
@gillysalmon
@k9williams
@daveowhite
@debbieholley1
@uclantelt

Top Mentioned in G7:
@a_l_t
@ebs_global
@vevoxapp
@openplanstuart
@drdeanw
@heriotwattuni
@mglamorgan
@olliebray
@carl_sykes_tel
@czernie

Top Mentioned in G8:
@a_l_t
@edinburghuni
@tundeva
@imperialcollege
@debbaff
@sandraeflynn
@edreslancaster
@danielclarkfca
@lauanshul
@suebecks

Top Mentioned in G9:
@thebstravelers

Top Mentioned in G10:
@carinaginty
@tlogmit
@gmitofficial
@sheilmcn
@gmitletterfrack
@greengmit
@gmitmayocampus
@edinburghuni
@jessifer
@acosgrove1

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@flight_refunds
@juandoming
@discordapp
@pfanderson
@hackneywick
@digitalmaverick
@janniaragon
@absalomedia
@pennyb

Top Tweeters in G1:
@flight_refunds
@pfanderson
@scalarhumanity
@amltaylor66
@cleardiff
@kenny__stewart
@travelodgeuk
@laurapasquini
@akazeeox
@raycorrigan

Top Tweeters in G2:
@edinburghwatch
@pennyb
@tressiemcphd
@anacristinaprts
@philshapiro
@donnalanclos
@bbcradio4
@steltenpower
@ernestopriego
@margymaclibrary

Top Tweeters in G3:
@hackneywick
@readywriting
@amcunningham
@snigskitchen
@s_palm
@bloggersatwork
@mynaedu
@cogdog
@office365
@mattpearson

Top Tweeters in G4:
@digitalmaverick
@absalomedia
@btkrth
@stevewheeler
@gruntledchalkie
@alansherry1
@grahambm
@lborouniversity
@andrewjacobslnd
@lindacq

Top Tweeters in G5:
@juandoming
@janniaragon
@learnteachwin
@saragoldrickrab
@dorothyk98
@thetattooedprof
@ahighervision
@docdre
@amyburvall
@worldofhiglet

Top Tweeters in G6:
@bonstewart
@zalkab
@dkernohan
@jamesclay
@markj_ohnson
@shenery2
@bournemouthuni
@daveowhite
@ambrouk
@uniofhull

Top Tweeters in G7:
@nanwarner
@daimogssoapbox
@philbarker
@laurajks2015
@mrmichaelshaw
@mauriceward2
@robgriffiths100
@vevoxapp
@chillysbottles
@ebs_global

Top Tweeters in G8:
@discordapp
@sardimperium
@ifabio_ian
@duncanbss
@stiruni
@imperialcollege
@shrifootring
@jar
@xlearn
@sbayne

Top Tweeters in G9:
@thebstravelers
@alexm11
@brendapadilla
@memozing
@bigbadbuckley
@gsritchie
@fxtraderaubrey
@salomemaloney
@rkchallen
@agentramsay

Top Tweeters in G10:
@gmitofficial
@cherylhw
@greengmit
@gmitmayocampus
@hea_irl
@gmitletterfrack
@carinaginty
@jessicacduffy
@mcgrathmf
@acosgrove1