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UCUStrike_2019-12-04_15-20-24.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
December 05, 2019
Description:
Description
The graph represents a network of 7,029 Twitter users whose recent tweets contained "UCUStrike", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 04 December 2019 at 23:53 UTC.

The tweets in the network were tweeted over the 2-day, 11-hour, 50-minute period from Monday, 02 December 2019 at 11:29 UTC to Wednesday, 04 December 2019 at 23:20 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 : 7029
Unique Edges : 23298
Edges With Duplicates : 12421
Total Edges : 35719
Self-Loops : 1638
Reciprocated Vertex Pair Ratio : 0.0357861511146183
Reciprocated Edge Ratio : 0.0690994971811671
Connected Components : 251
Single-Vertex Connected Components : 162
Maximum Vertices in a Connected Component : 6648
Maximum Edges in a Connected Component : 35326
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.452554
Graph Density : 0.000531419026452975
Modularity : 0.402736
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 7,029 Twitter users whose recent tweets contained "UCUStrike", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 04 December 2019 at 23:53 UTC.

The tweets in the network were tweeted over the 2-day, 11-hour, 50-minute period from Monday, 02 December 2019 at 11:29 UTC to Wednesday, 04 December 2019 at 23:20 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 : TwitterSearch
Graph Term : UCUStrike
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[162] https://www.lrb.co.uk/blog/2019/december/back-on-strike
[66] https://www.heraldscotland.com/news/18074865.striking-university-staff-rally-glasgow/?ref=twtrec
[27] https://medium.com/@drleejones/the-seven-deadly-sins-of-marketisation-in-british-higher-education-c91102a04a8f
[23] https://twitter.com/robertbyford1/status/1201563969942675460
[22] https://www.youtube.com/channel/UCLckmBM2c4NEr3XyiUNkA0Q
[21] https://janabacevic.net/2019/12/01/why-youre-never-working-to-contract/
[20] https://twitter.com/jhdavey/status/1202202627423002624
[18] https://www.ucu.org.uk/fightingfund
[16] https://twitter.com/CerasellaChis/status/1201848639922016256
[14] https://www.bbc.co.uk/sounds/play/live:bbc_radio_fourfm

Top URLs in Tweet in G1:
[25] https://www.heraldscotland.com/news/18074865.striking-university-staff-rally-glasgow/?ref=twtrec
[22] https://www.youtube.com/channel/UCLckmBM2c4NEr3XyiUNkA0Q
[16] https://twitter.com/robertbyford1/status/1201563969942675460
[11] https://ussjep.org.uk/
[10] https://www.lrb.co.uk/blog/2019/december/back-on-strike
[8] https://www.bbc.co.uk/sounds/play/live:bbc_radio_fourfm
[8] https://twitter.com/UCUGlasgow/status/1198926817849233413
[8] https://medium.com/@drleejones/the-seven-deadly-sins-of-marketisation-in-british-higher-education-c91102a04a8f
[7] https://twitter.com/DrPeteKirwan/status/1201782475187523585
[7] https://ucu.org.uk/

Top URLs in Tweet in G2:
[26] https://www.heraldscotland.com/news/18074865.striking-university-staff-rally-glasgow/?ref=twtrec
[13] https://twitter.com/jhdavey/status/1202202627423002624
[10] https://www.change.org/p/vice-chancellor-of-university-of-brighton-equality-for-lecturers-or-refund-our-tuition-fees
[9] https://www.lrb.co.uk/blog/2019/december/back-on-strike
[6] https://www.ucu.org.uk/fightingfund
[4] https://www.theguardian.com/education/2019/dec/02/university-strikes-offer-a-lesson-in-principles-pay-and-pensions
[3] https://twitter.com/lewis_nielsen/status/1201797116923916288
[3] https://twitter.com/amerstudiesassn/status/1202241678393917441
[3] https://www.union-news.co.uk/ucu-seeks-to-grow-fighting-fund-as-strike-moves-into-second-week/
[3] https://www.bbc.co.uk/sounds/play/live:bbc_radio_fourfm

Top URLs in Tweet in G3:
[14] https://janabacevic.net/2019/12/01/why-youre-never-working-to-contract/
[13] https://www.lrb.co.uk/blog/2019/december/back-on-strike
[4] https://twitter.com/Jess_Gagnon/status/1201461508288458753
[4] https://www.heraldscotland.com/news/18074865.striking-university-staff-rally-glasgow/?ref=twtrec
[3] https://twitter.com/mitatweets/status/1202110887055609856
[3] https://twitter.com/LabourRichard/status/1201461162254258176
[3] https://medium.com/@drleejones/the-seven-deadly-sins-of-marketisation-in-british-higher-education-c91102a04a8f
[3] https://mancunion.com/2019/12/02/uom-quietly-report-40m-surplus-amid-staff-strike-over-pay/
[3] https://www.rsc.ox.ac.uk/events/third-world-approaches-to-international-law-and-their-implications-for-refugee-and-migration-law-a-retrospective
[3] https://twitter.com/pamelacjacobsen/status/1202173789267746816

Top URLs in Tweet in G4:
[15] https://twitter.com/CerasellaChis/status/1201848639922016256
[7] https://ucuhallam.org
[6] https://www.lrb.co.uk/blog/2019/december/back-on-strike
[5] https://www.heraldscotland.com/news/18074865.striking-university-staff-rally-glasgow/?ref=twtrec
[4] https://www.theguardian.com/education/2019/feb/12/vice-chancellors-pay-universities-england-2017-18
[4] https://www.union-news.co.uk/ucu-seeks-to-grow-fighting-fund-as-strike-moves-into-second-week/
[4] https://twitter.com/jonbryan/status/1202186165983629312
[3] https://twitter.com/drkatelaw/status/1201421892252577794
[3] https://medium.com/@drleejones/the-seven-deadly-sins-of-marketisation-in-british-higher-education-c91102a04a8f
[3] https://twitter.com/literaturepeep/status/1201760048185298944

Top URLs in Tweet in G5:
[117] https://www.lrb.co.uk/blog/2019/december/back-on-strike
[6] https://twitter.com/UcuYork/status/1201481838486867969
[5] https://www.youtube.com/watch?v=SyCPild5Kac&feature=youtu.be

[4] https://twitter.com/historywo/status/1201780622731153415
[4] https://twitter.com/literaturepeep/status/1201760048185298944
[3] https://twitter.com/Jess_Gagnon/status/1201461508288458753
[3] https://twitter.com/amiasrinivasan/status/1201900467795775488
[2] http://www.historyworkshop.org.uk/picket-line-perspectives-another-university-seems-possible/
[1] https://www.facebook.com/events/771377850004004
[1] http://warwickucu.org.uk/pink-beanies-resist-hostile-environment/

Top URLs in Tweet in G6:
[2] https://twitter.com/mudwaterclimate/status/1202027421471514624
[1] https://twitter.com/DrGarethStockey/status/1201494518769627137
[1] https://www.youtube.com/watch?v=pCnEAH5wCzo&list=PL69448D30FB4D0CA8&index=2

[1] https://twitter.com/ucu/status/1201552734157254658
[1] https://twitter.com/garzachairez/status/1201523800585711618
[1] https://twitter.com/hcaelacceber/status/1200743982260731904
[1] https://www.theguardian.com/education/2019/feb/12/vice-chancellors-pay-universities-england-2017-18?CMP=share_btn_tw
[1] https://twitter.com/wawisloyola/status/1201969863708827648
[1] https://twitter.com/leedsucu/status/1202201144182890497
[1] https://twitter.com/jmlarkin/status/1201884383935942657

Top URLs in Tweet in G7:
[5] https://www.ucu.org.uk/join
[2] https://twitter.com/bellecobb/status/1202196673256214528
[2] https://twitter.com/ucu/status/1201440085205553153
[2] https://twitter.com/ErrantScience/status/1201843739259486208
[2] https://exepose.com/2019/12/04/university-staff-mark-final-strike-day-with-rally-at-exeter-phoenix/?fbclid=IwAR1ffBUsT9OJSIRNYrRqnQgU24U7bIzIExoxm63sdqDMRd2oyUABfV6a1H8
[2] https://www.heraldscotland.com/news/18074865.striking-university-staff-rally-glasgow/?ref=twtrec
[2] https://twitter.com/sallyscientist/status/1201451942003838980
[1] http://www.cardiffucu.org.uk/strike-action-2019/strike-event-schedule/
[1] https://twitter.com/LShobiye/status/1201413104833368064
[1] https://twitter.com/walestuc/status/1201913504539774976

Top URLs in Tweet in G8:
[5] https://link.medium.com/0TF3F9IBZ1
[4] https://medium.com/@drleejones/the-seven-deadly-sins-of-marketisation-in-british-higher-education-c91102a04a8f
[3] https://twitter.com/greg4broxtowe/status/1201464136498122753
[3] https://twitter.com/Sam0Harris/status/1201408444118568960
[3] https://www.lrb.co.uk/blog/2019/december/back-on-strike
[2] https://twitter.com/ProfBritPol_PhD/status/1201434907156893696
[2] https://twitter.com/spikedonline/status/1201788163666132995
[2] https://twitter.com/LilianGreenwood/status/1202257443499249665
[2] https://twitter.com/UoNUCU/status/1201841879899353088
[2] https://twitter.com/adfinnes/status/1201749894085652481?s=19

Top URLs in Tweet in G9:
[4] https://www.ucu.org.uk/fightingfund
[2] https://twitter.com/ucu/status/1198869935507824641
[2] https://twitter.com/leedsucu/status/1201893399055478793
[2] https://twitter.com/cat_oakley/status/1201868177703133186
[1] https://twitter.com/lizmorrish/status/1201293665244778498
[1] http://roape.net/2019/11/28/striking-back/
[1] https://twitter.com/ucuatqub/status/1201417444138598400
[1] https://twitter.com/ProfKurtMills/status/1201432373033918464
[1] https://medium.com/@drleejones/the-seven-deadly-sins-of-marketisation-in-british-higher-education-c91102a04a8f
[1] https://twitter.com/GoldsmithsUCU/status/1200334025925300225

Top URLs in Tweet in G10:
[2] https://twitter.com/noraj_williams/status/1202129842239610880
[1] https://medium.com/phdisabled/phdisabled-what-counts-as-work-b81a002e775?sk=9ea1a9dadf4535acaff48c4108c84dff
[1] https://threadreaderapp.com/thread/1200273779781505025.html
[1] https://threadreaderapp.com/thread/1201868177703133186.html
[1] https://threadreaderapp.com/thread/1202265723973853186.html
[1] https://twitter.com/hgsuuaw/status/1201694694973030401
[1] https://twitter.com/literaturepeep/status/1201760048185298944
[1] https://www.ucu.org.uk/
[1] https://twitter.com/ULivUCU2/status/1201830231822213120
[1] https://twitter.com/cleohanaway/status/1198892830011342848

Top Domains
Top Domains in Tweet in Entire Graph:
[994] twitter.com
[204] co.uk
[108] org.uk
[66] heraldscotland.com
[60] youtube.com
[43] medium.com
[39] theguardian.com
[21] janabacevic.net
[13] change.org
[11] ac.uk

Top Domains in Tweet in G1:
[357] twitter.com
[38] org.uk
[37] youtube.com
[25] heraldscotland.com
[20] co.uk
[14] medium.com
[10] theguardian.com
[4] bigcartel.com
[3] ac.uk
[2] wordpress.com

Top Domains in Tweet in G2:
[117] twitter.com
[26] heraldscotland.com
[25] co.uk
[20] org.uk
[12] theguardian.com
[10] change.org
[3] blogspot.com
[2] facebook.com
[2] justgiving.com
[1] ft.com

Top Domains in Tweet in G3:
[115] twitter.com
[20] co.uk
[14] janabacevic.net
[6] org.uk
[4] medium.com
[4] ac.uk
[4] heraldscotland.com
[3] theguardian.com
[3] mancunion.com
[2] instagram.com

Top Domains in Tweet in G4:
[120] twitter.com
[13] org.uk
[11] co.uk
[8] ucuhallam.org
[5] theguardian.com
[5] heraldscotland.com
[5] office.com
[4] medium.com
[3] youtube.com
[3] beckycherriman.com

Top Domains in Tweet in G5:
[120] co.uk
[42] twitter.com
[6] org.uk
[6] youtube.com
[3] facebook.com
[3] theguardian.com
[1] ft.com
[1] medium.com
[1] criticallegalthinking.com
[1] bitly.com

Top Domains in Tweet in G6:
[14] twitter.com
[2] youtube.com
[2] org.uk
[1] theguardian.com
[1] ft.com
[1] medium.com
[1] wordpress.com
[1] heraldscotland.com
[1] facebook.com
[1] janabacevic.net

Top Domains in Tweet in G7:
[46] twitter.com
[9] org.uk
[5] youtube.com
[3] exepose.com
[2] co.uk
[2] heraldscotland.com
[2] wordpress.com
[1] google.com
[1] voice.wales
[1] prin.gr

Top Domains in Tweet in G8:
[36] twitter.com
[11] medium.com
[3] co.uk
[2] org.uk
[1] youtube.com
[1] braveneweurope.com
[1] urn1350.net
[1] wordpress.com
[1] heraldscotland.com
[1] theguardian.com

Top Domains in Tweet in G9:
[49] twitter.com
[5] org.uk
[2] youtube.com
[1] roape.net
[1] medium.com
[1] nonregular.ca
[1] theguardian.com
[1] co.uk
[1] counterfire.org
[1] instagram.com

Top Domains in Tweet in G10:
[7] twitter.com
[3] threadreaderapp.com
[1] medium.com
[1] org.uk
[1] janabacevic.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10800] ucustrike
[4449] ucustrikesback
[508] solidarity
[474] uss
[331] ucustrikes
[274] precaritystory
[243] ucustrikeback
[208] ucu
[184] ussstrike
[176] picketline



Top Hashtags in Tweet in G1:
[3733] ucustrike
[1648] ucustrikesback
[217] uss
[143] solidarity
[128] ussstrike
[127] ucustrikes
[111] 8daysstrong
[95] precaritystory
[91] ucustrikeback
[78] ucu

Top Hashtags in Tweet in G2:
[1472] ucustrike
[705] ucustrikesback
[107] uss
[73] goldstrike
[62] ucubrightonstrike
[52] ucu
[42] studentssupportstaff
[41] ucustrikeback
[41] r4today
[38] ucustrikes

Top Hashtags in Tweet in G3:
[1375] ucustrike
[546] ucustrikesback
[81] malcolmanderson
[79] picketline
[53] uss
[39] solidarity
[28] precaritystory
[25] ucustrikes
[21] graduation
[18] ucu

Top Hashtags in Tweet in G4:
[1404] ucustrike
[608] ucustrikesback
[71] solidarity
[66] livunistrike
[61] ucustrikes
[40] ucustrikeback
[36] uss
[36] ussstrike
[34] livunigrad
[31] hellobrum

Top Hashtags in Tweet in G5:
[572] ucustrike
[180] ucustrikesback
[27] precaritystory
[22] unistory
[20] teachout
[15] hostileenvironment
[14] solidarity
[13] digitalpicketline
[11] uss
[11] metoo

Top Hashtags in Tweet in G6:
[330] ucustrike
[153] ucustrikesback
[117] solidarity
[15] bythemany
[8] precaritystory
[8] picketline
[8] malcolmanderson
[7] uss
[3] hostileenvironment
[3] digitalpicketline

Top Hashtags in Tweet in G7:
[526] ucustrike
[235] ucustrikesback
[47] ucustrikes
[40] ucustrikeback
[26] ethnicitypaygap
[17] uss
[17] dogsonpicketlines
[13] ucusotonpef
[9] solidarity
[9] precaritystory

Top Hashtags in Tweet in G8:
[339] ucustrike
[111] ucustrikesback
[36] solidarity
[23] precarity
[20] unistory
[10] uss
[9] digitalpicketline
[8] ucu
[7] fightthepower
[6] bellaciao

Top Hashtags in Tweet in G9:
[174] ucustrike
[38] ucustrikesback
[6] digitalpicketline
[6] solidarity
[5] ucustrikes
[5] ucu
[4] ucustrikeback
[4] digitalpicket
[3] precaritystory
[3] ucl

Top Hashtags in Tweet in G10:
[128] ucustrike
[43] precaritystory
[15] decolonisingsciencemuseums
[9] ucustrikesback
[3] digitalpicketline
[3] casualisation
[3] precarity
[3] picketline
[2] buproud
[2] pensions

Top Words
Top Words in Tweet in Entire Graph:
[24608] Words in Sentiment List#1: Positive
[19398] Words in Sentiment List#2: Negative
[33] Words in Sentiment List#3: Angry/Violent
[495162] Non-categorized Words
[539168] Total Words
[18502] #ucustrike
[10125] #ucustrikesback
[3702] picket
[3628] day
[3342] strike

Top Words in Tweet in G1:
[6862] #ucustrike
[3898] #ucustrikesback
[1524] day
[1488] picket
[1390] strike
[1186] ucu
[1029] today
[993] staff
[871] pay
[851] s

Top Words in Tweet in G2:
[2614] #ucustrike
[1489] #ucustrikesback
[655] today
[590] ucu
[585] strike
[512] support
[468] picket
[437] s
[384] meeting
[371] day

Top Words in Tweet in G3:
[2305] #ucustrike
[1371] #ucustrikesback
[636] picket
[443] day
[341] s
[323] pay
[305] strike
[303] staff
[294] ucu
[284] line

Top Words in Tweet in G4:
[2353] #ucustrike
[1385] #ucustrikesback
[607] day
[504] picket
[418] today
[394] strike
[345] ucu
[321] university
[308] solidarity
[304] s

Top Words in Tweet in G5:
[833] #ucustrike
[396] #ucustrikesback
[170] day
[143] strike
[136] picket
[134] teaching
[126] lrb
[124] wrote
[121] love
[117] marketisation

Top Words in Tweet in G6:
[591] #ucustrike
[368] #ucustrikesback
[356] pay
[306] more
[275] 000
[261] week
[225] s
[224] last
[164] staff
[162] paid

Top Words in Tweet in G7:
[879] #ucustrike
[452] #ucustrikesback
[231] cardiffucu
[198] students
[179] staff
[176] strike
[160] ucu
[146] today
[143] picket
[141] day

Top Words in Tweet in G8:
[513] #ucustrike
[254] #ucustrikesback
[99] day
[99] students
[94] staff
[89] uonucu
[86] strike
[71] ucu
[66] uniofnottingham
[63] s

Top Words in Tweet in G9:
[174] #ucustrike
[38] #ucustrikesback
[31] solidarity
[24] picket
[24] strike
[22] day
[21] today
[19] staff
[16] university
[14] colleagues

Top Words in Tweet in G10:
[223] #ucustrike
[111] #precaritystory
[109] thread
[106] contract
[93] contracts
[72] permanent
[71] temporary
[70] very
[70] now
[69] years

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5387] #ucustrike,#ucustrikesback
[2594] #ucustrikesback,#ucustrike
[1755] picket,line
[638] last,day
[626] picket,lines
[614] day,7
[589] day,8
[530] last,week
[487] working,conditions
[480] day,#ucustrike

Top Word Pairs in Tweet in G1:
[2155] #ucustrike,#ucustrikesback
[1029] #ucustrikesback,#ucustrike
[657] picket,line
[288] day,8
[281] last,day
[261] picket,lines
[236] day,7
[203] #ucustrikesback,#ucustrikes
[185] day,#ucustrike
[177] last,week

Top Word Pairs in Tweet in G2:
[936] #ucustrike,#ucustrikesback
[303] #ucustrikesback,#ucustrike
[295] picket,line
[195] today,#ucustrike
[178] back,table
[177] ucu,members
[171] support,striking
[167] move,forward
[159] meeting,ussemployers
[159] ussemployers,afternoon

Top Word Pairs in Tweet in G3:
[580] #ucustrike,#ucustrikesback
[440] #ucustrikesback,#ucustrike
[274] picket,line
[114] day,7
[112] working,conditions
[93] principal,peter
[93] peter,mathieson
[92] pay,pensions
[91] old,college
[87] #ucustrike,ucuedinburgh

Top Word Pairs in Tweet in G4:
[707] #ucustrike,#ucustrikesback
[386] #ucustrikesback,#ucustrike
[220] picket,line
[131] picket,lines
[125] last,day
[102] working,conditions
[98] day,8
[88] day,7
[85] #livunistrike,#livunigrad
[82] durham,university

Top Word Pairs in Tweet in G5:
[158] #ucustrike,#ucustrikesback
[125] #ucustrikesback,#ucustrike
[117] wrote,#ucustrike
[117] #ucustrike,marketisation
[117] marketisation,teaching
[117] teaching,love
[117] love,lrb
[107] picket,line
[75] day,7
[55] 7,#ucustrike

Top Word Pairs in Tweet in G6:
[212] #ucustrike,#ucustrikesback
[141] vice,chancellors
[141] pay,gap
[136] 6,unis
[136] unis,paid
[136] paid,vice
[136] chancellors,500
[136] 500,000
[136] 000,more
[136] more,salary

Top Word Pairs in Tweet in G7:
[213] #ucustrike,#ucustrikesback
[162] #ucustrikesback,#ucustrike
[74] picket,line
[65] staff,students
[49] #ucustrike,#ucustrikes
[35] rally,today
[32] #ucustrikesback,ucu
[32] day,#ucustrike
[31] day,7
[31] vice,chancellor

Top Word Pairs in Tweet in G8:
[132] #ucustrike,#ucustrikesback
[47] #ucustrikesback,#ucustrike
[33] higher,education
[29] teaching,staff
[28] last,day
[27] strike,action
[24] things,learned
[24] learned,unitemps
[24] unitemps,university
[24] university,owned

Top Word Pairs in Tweet in G9:
[22] #ucustrike,#ucustrikesback
[10] picket,line
[7] picket,lines
[7] #ucustrikesback,#ucustrike
[7] last,day
[7] day,#ucustrike
[6] solidarity,#ucustrike
[5] during,#ucustrike
[5] early,career
[4] week,#ucustrike

Top Word Pairs in Tweet in G10:
[70] temporary,contracts
[67] permanent,contract
[65] years,temporary
[64] very,lucky
[64] lucky,now
[64] now,permanent
[64] contract,before
[64] before,spent
[64] spent,8
[64] 8,years

Top Replied-To
Top Replied-To in Entire Graph:
@exeterucu
@ucu
@drjogrady
@ucu_stirling
@garzachairez
@stephen_r_bates
@cambridgeucu
@warwickucu
@bbcr4today
@uncomfy

Top Replied-To in G1:
@exeterucu
@ucu_stirling
@garzachairez
@drjogrady
@ucu
@ucuspresident
@fionacosson
@billytusker
@leedsucu
@warwickucu

Top Replied-To in G2:
@ucu
@ioe_london
@eppicentre
@brightonucu
@cambridgeucu
@drjogrady
@sussexucu
@reedlizzie
@goldsmithsucu
@hopkinsmmi

Top Replied-To in G3:
@bbcr4today
@cambridgeucu
@oxforducu
@labourrichard
@jowolffbsg
@atzanakopoulos
@rachel_m_hiller
@angelgmoreno
@pochygascon
@profjeffery

Top Replied-To in G4:
@stephen_r_bates
@ulivucu2
@drjogrady
@stephenwflabour
@ucuyorks_humber
@edgehill
@stevepclayton
@jonbryan
@lshobiye
@saraluckelman

Top Replied-To in G5:
@uncomfy
@warwickucu
@ucu
@ecudielle
@ucuyork
@garzachairez
@ucl
@van___lim

Top Replied-To in G6:
@garzachairez
@ula_eis
@hgsuuaw
@cambridgeucu
@bangorucu

Top Replied-To in G7:
@exeterucu
@cardiffuni
@ucubath
@cardiffucu
@sdoughtymp
@adamprice
@southamptonucu
@ucu
@savage1958
@julieherniman

Top Replied-To in G8:
@drjogrady
@warwickucu
@drleejones

Top Replied-To in G10:
@literaturepeep
@bellavivat
@robinhadley1
@billcookester
@starbucks
@rebeccabuxton
@intimidatingbu1

Top Mentioned
Top Mentioned in Entire Graph:
@ucu
@um_ucu
@leedsucu
@ucl_ucu
@ucuedinburgh
@bbcr4today
@cardiffucu
@drjogrady
@ucustandrews
@ucuatdurham

Top Mentioned in G1:
@ucu
@um_ucu
@leedsucu
@drjogrady
@ussbriefs
@ucuedinburgh
@ucuscotland
@ucuglasgow
@solidarityshark
@lyd_w

Top Mentioned in G2:
@ucu
@ucl_ucu
@jeremycorbyn
@ussemployers
@ucl
@goldsmithsucu
@sussexucu
@brightonucu
@iwgbucl
@goldsmithssu

Top Mentioned in G3:
@ucuedinburgh
@bbcr4today
@ucu
@ucustandrews
@edinburghuni
@oxforducu
@cambridgeucu
@ustasom
@ucuscotland
@ussemployers

Top Mentioned in G4:
@ucu
@ucuatdurham
@birminghamucu
@billybragg
@unibirmingham
@ulivucu2
@ehuucu
@ucuhallam
@livuni
@ucunorthern

Top Mentioned in G5:
@lrb
@ucu
@mattrgriffin
@warwickucu
@graceredhead
@ucuyork
@tchowdhury88
@ambreenamanji
@akwugoemejulu
@bristol_ucu

Top Mentioned in G6:
@leedsucu
@ucu
@um_ucu
@bangorucu
@imperialucu
@aberdeenuni
@thegryphonleeds
@aberdeen_ucu
@cordyf
@ussemployers

Top Mentioned in G7:
@cardiffucu
@ucu
@exeterucu
@cardiffuni
@southamptonucu
@exeterline
@plaid_cymru
@cymruprecarity
@adamprice
@themooncardiff

Top Mentioned in G8:
@uonucu
@uniofnottingham
@ucu
@drleejones
@flc_crea
@warwickucu
@shearerwest
@ussbriefs
@greg4broxtowe
@frenchshaun

Top Mentioned in G10:
@j4lebi
@ucubu
@cat_oakley
@ucu
@literaturepeep
@bournemouthuni
@drtraceyjensen
@officialuom

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@edinburghwatch
@s9tmt
@moonbootica
@ez4u2say_janis
@alicmurray
@roblwilson
@1denmadrid
@billm9
@derekjohnbryant

Top Tweeters in G1:
@s9tmt
@alicmurray
@rattlecans
@vilinthril
@mikecoulson48
@catwoman1979
@otivar55
@jrtomlinauthor
@hackneywick
@ms_peaceweaver

Top Tweeters in G2:
@moonbootica
@ez4u2say_janis
@1denmadrid
@derekjohnbryant
@davidlance3
@jpjanson
@whatktdoes_now
@lewisno1fan
@paulbernaluk
@anubidal

Top Tweeters in G3:
@edinburghwatch
@hazelglasgow
@wildwalkerwoman
@neolithicsheep
@kevinrns
@inclinepress
@kestrel7141
@antiprofessor
@lizl_genealogy
@antrimlens

Top Tweeters in G4:
@roblwilson
@3wombats
@sunnysingh_n6
@allofmcr
@kevthecheff
@gabe55gabe
@mrboffly
@parsifel43
@newsanceandgg
@rcp123456

Top Tweeters in G5:
@katelaity
@financialtimes
@notanna1
@maelorin
@michaellondonsf
@unamccormack
@gwpurnell
@victorginori
@pawbeansalways
@jelmerevers

Top Tweeters in G6:
@billm9
@fleming77
@jacqui703
@lamhfada
@raulpacheco
@avildsen
@frdragonspouse
@redsarah99
@johnnydessu
@c_porcel

Top Tweeters in G7:
@ant1988
@andymoz78
@fittontom
@rapsiencyn
@ddlabour
@nigelheal
@rockyhud
@equalpayact
@maxalexander201
@macclabour

Top Tweeters in G8:
@nanayasleeps
@gaznorris15
@akalionrule
@_ben_franklin1
@amethystinia
@botcotu
@wesinjapan
@lwazi_somya
@bisondancer
@janis_cottee

Top Tweeters in G9:
@joe_oliver
@eleanorturney
@avwoman
@lilianedwards
@vogelbeere
@pamelascully
@niamh_nicghabh
@racheldavies_
@counterfireorg
@kaysoclearn

Top Tweeters in G10:
@threadreaderapp
@gojira007x
@starbucks
@zenjk0
@myzlilith
@robinhadley1
@thecharmquark
@tudzdotexe
@charlottepaigee
@davejprobert