#GE2019, Twitter, 12/6/2019 2:38:40 PM, 218264


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#GE2019_2019-12-06_03-30-37.xlsx
#GE2019_2019-12-06_03-30-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2019
Short Description:
#GE2019 via NodeXL http://bit.ly/2Pjh5EH
@rachael_swindon
@imajsaclaimant
@scousegirlmedia
@jeremycorbyn
@borisjohnson
@afneil
@peoplesmomentum
@annfenner1
@uklabour
@aaronbastani

Top hashtags:
#ge2019
#votelabour
#bbcqt
#ge19
#brexit
#fullrestitution
#foodbanks

Description:
Description
The graph represents a network of 4,665 Twitter users whose tweets in the requested range contained "#GE2019", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 December 2019 at 11:32 UTC.

The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-hour, 39-minute period from Thursday, 05 December 2019 at 23:21 UTC to Friday, 06 December 2019 at 01:01 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 : 4665
Unique Edges : 6633
Edges With Duplicates : 1492
Total Edges : 8125
Number of Edge Types : 3
Mentions : 6818
Tweet : 961
Replies to : 346
Self-Loops : 961
Reciprocated Vertex Pair Ratio : 0.00325329202168861
Reciprocated Edge Ratio : 0.00648548486720198
Connected Components : 433
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 3782
Maximum Edges in a Connected Component : 7125
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.902999
Graph Density : 0.000297643669602658
Modularity : 0.704479
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,665 Twitter users whose tweets in the requested range contained "#GE2019", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 December 2019 at 11:32 UTC.

The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-hour, 39-minute period from Thursday, 05 December 2019 at 23:21 UTC to Friday, 06 December 2019 at 01:01 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 : #GE2019
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:
[72] https://twitter.com/thetimesscot/status/1202722767772237824
[55] https://twitter.com/bbcquestiontime/status/1202726712653553665
[27] https://twitter.com/BBCPolitics/status/1202670854410297344
[14] https://www.theguardian.com/books/2019/dec/06/britain-has-closed-almost-800-libraries-since-2010-figures-show?CMP=Share_AndroidApp_Tweet
[12] https://twitter.com/bbcpolitics/status/1202670854410297344
[11] https://twitter.com/thesnp/status/1201511742817415168?s=21
[11] https://twitter.com/thesnp/status/1201511742817415168
[8] https://www.telegraph.co.uk/business/2019/12/05/wake-business-could-week-away-socialist-disaster/?WT.mc_id=tmg_share_tw
[6] https://bylinetimes.com/2019/11/28/john-sweeney-bbc-hasnt-told-truth-to-power-and-tony-hall-should-resign/
[6] https://nhscuts.org.uk/

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1202730746772959234
[1] https://twitter.com/i/web/status/1202733719196446721
[1] https://twitter.com/i/web/status/1202750422068420608
[1] https://twitter.com/i/web/status/1201266570560978945
[1] https://www.mirror.co.uk/news/uk-news/patient-dies-being-forced-wait-21022212
[1] https://twitter.com/i/web/status/1202733045721260032
[1] https://twitter.com/i/web/status/1202734184822906881
[1] https://www.prospectmagazine.co.uk/magazine/the-end-of-the-liberal-tory-conservative-party-boris-johnson-rory-stewart
[1] https://twitter.com/i/web/status/1202698246734434305
[1] https://twitter.com/i/web/status/1202730570578583554

Top URLs in Tweet in G2:
[48] https://twitter.com/bbcquestiontime/status/1202726712653553665
[11] https://www.theguardian.com/books/2019/dec/06/britain-has-closed-almost-800-libraries-since-2010-figures-show?CMP=Share_AndroidApp_Tweet
[1] https://twitter.com/i/web/status/1202741380428247040
[1] https://twitter.com/i/web/status/1202738301607825408
[1] https://twitter.com/i/web/status/1202752657796022279
[1] https://twitter.com/i/web/status/1202737268739510272
[1] https://twitter.com/i/web/status/1202740817829548033
[1] https://twitter.com/i/web/status/1202579438111797250
[1] https://twitter.com/i/web/status/1202618723238076416
[1] https://twitter.com/BBCPolitics/status/1202670854410297344?s=19

Top URLs in Tweet in G3:
[25] https://twitter.com/BBCPolitics/status/1202670854410297344
[9] https://twitter.com/bbcpolitics/status/1202670854410297344
[4] https://twitter.com/bbcsounds/status/1202709538270535682
[2] https://bbc.in/363mhDB
[2] https://twitter.com/thetimesscot/status/1202722767772237824
[2] https://www.theguardian.com/world/2019/dec/05/brexit-one-of-most-spectacular-mistakes-in-eu-history-donald-tusk?CMP=share_btn_tw
[2] https://www.theguardian.com/uk-news/2019/aug/21/scotland-2018-deficit-higher-than-uk-as-a-whole-last-year?CMP=share_btn_tw
[2] https://www.youtube.com/watch?v=Oip3HbfjOZU&feature=youtu.be&t=122

[1] https://twitter.com/i/web/status/1202727964951162881
[1] https://twitter.com/i/web/status/1202306566273327104

Top URLs in Tweet in G4:
[5] https://bylinetimes.com/2019/11/28/john-sweeney-bbc-hasnt-told-truth-to-power-and-tony-hall-should-resign/
[5] https://twitter.com/scousegirlmedia/status/1202677165873094660
[2] https://bylinetimes.com/2019/11/25/the-bbc-is-disseminating-misinformation-in-its-quest-to-reflect-modern-britain/
[2] https://twitter.com/PeterStefanovi2/status/1202691052936843284
[1] https://twitter.com/i/web/status/1201127746233081856
[1] https://twitter.com/DoubleDownNews/status/1202553568072544256
[1] https://www.mirror.co.uk/news/politics/our-nhs-already-being-sold-21022099
[1] https://twitter.com/bbcquestiontime/status/1202726712653553665
[1] https://bylinetimes.com/2019/11/11/where-has-the-bbcs-quest-to-inform-through-uncovering-truth-gone/
[1] https://twitter.com/thetimesscot/status/1202722767772237824

Top URLs in Tweet in G5:
[2] https://www.telegraph.co.uk/politics/2019/12/05/jeremy-corbyn-personally-accused-11-acts-anti-semitism-leaked/amp/?__twitter_impression=true
[2] https://twitter.com/peterstefanovi2/status/1202366800677220353
[1] https://twitter.com/addicted2newz/status/1202633966697820166
[1] https://twitter.com/i/web/status/1202733390782509056
[1] https://twitter.com/i/web/status/1202178246168715264
[1] https://twitter.com/i/web/status/1202753631981838336
[1] https://twitter.com/i/web/status/1200068331304181760
[1] https://twitter.com/i/web/status/1200039615794761728
[1] https://twitter.com/i/web/status/1200039118199283713
[1] https://twitter.com/i/web/status/1200039790797873153

Top URLs in Tweet in G6:
[2] https://twitter.com/chobnob/status/1202701971347693568
[2] https://twitter.com/bbcquestiontime/status/1202726712653553665
[2] https://twitter.com/Suburban90sDad/status/1202585460159197184
[1] https://twitter.com/i/web/status/1202624911988207616
[1] https://twitter.com/i/web/status/1202619011772624896
[1] https://twitter.com/i/web/status/1202484246746714113
[1] https://twitter.com/i/web/status/1202676109730603008
[1] https://twitter.com/i/web/status/1202482944109170689
[1] https://twitter.com/i/web/status/1202656421927628801
[1] https://www.bbc.co.uk/news/election-2019-50679252

Top URLs in Tweet in G7:
[5] https://poo.vote
[1] https://twitter.com/i/web/status/1202729801154547713
[1] https://twitter.com/i/web/status/1202729875599179776
[1] https://twitter.com/i/web/status/1202729915365363713
[1] https://twitter.com/i/web/status/1202729937926598656
[1] https://twitter.com/i/web/status/1202730031283363840
[1] https://twitter.com/i/web/status/1202730092461461504
[1] https://twitter.com/i/web/status/1202730197134561280
[1] https://www.standard.co.uk/news/politics/uk-election-poll-tory-labour-a4306146.html?utm_medium=Social&utm_source=Facebook#Echobox=1575585075
[1] https://twitter.com/i/web/status/1202730281041563650

Top URLs in Tweet in G8:
[67] https://twitter.com/thetimesscot/status/1202722767772237824
[11] https://twitter.com/thesnp/status/1201511742817415168?s=21
[11] https://twitter.com/thesnp/status/1201511742817415168
[1] http://heraldscotland.com/news/18080209.former-libdem-candidate-backs-snps-ian-blackford-key-seat/
[1] https://twitter.com/i/web/status/1202746546682503168
[1] https://twitter.com/i/web/status/1202750964672991238
[1] https://twitter.com/ITVBorderRB/status/1202266090933493760
[1] https://twitter.com/BBCPolitics/status/1202670854410297344
[1] https://www.mirror.co.uk/news/politics/boris-johnson-claimed-working-mums-21025344?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/amycallaghansnp/status/1202530109770608640

Top URLs in Tweet in G9:
[8] https://www.telegraph.co.uk/business/2019/12/05/wake-business-could-week-away-socialist-disaster/?WT.mc_id=tmg_share_tw
[1] https://twitter.com/britainelects/status/1202629749371265031
[1] https://twitter.com/goodwinmj/status/1202577109203468294
[1] https://twitter.com/i/web/status/1202732525019373569
[1] https://twitter.com/i/web/status/1202752467844452352
[1] https://twitter.com/i/web/status/1202733402979553284
[1] https://twitter.com/i/web/status/1202746364205113345
[1] https://twitter.com/i/web/status/1202698441287180288
[1] https://twitter.com/i/web/status/1202698588058505222
[1] http://po.st/1dU9m

Top URLs in Tweet in G10:
[5] https://nhscuts.org.uk/
[1] https://twitter.com/i/web/status/1202176360464171012
[1] https://twitter.com/i/web/status/1202538632164323331
[1] https://www.theguardian.com/business/2019/dec/05/passengers-protest-demand-northern-rail-stripped-franchise?CMP=share_btn_tw
[1] https://twitter.com/i/web/status/1202753414033268738
[1] https://www.theguardian.com/politics/2019/dec/05/bbcs-andrew-neil-lays-down-gauntlet-to-boris-johnson-over-interview?CMP=share_btn_tw
[1] https://twitter.com/i/web/status/1202746969065709574
[1] https://www.theguardian.com/politics/2019/dec/05/a-bad-day-for-farage-as-brexit-party-meps-realise-theyve-been-had?CMP=share_btn_tw
[1] https://twitter.com/i/web/status/1202747337547882496
[1] https://www.theguardian.com/world/2019/dec/05/brexit-one-of-most-spectacular-mistakes-in-eu-history-donald-tusk?CMP=share_btn_tw

Top Domains
Top Domains in Tweet in Entire Graph:
[1151] twitter.com
[72] co.uk
[41] theguardian.com
[34] org.uk
[24] paper.li
[11] bylinetimes.com
[5] youtube.com
[5] poo.vote
[4] bbc.in
[4] po.st

Top Domains in Tweet in G1:
[8] twitter.com
[2] co.uk

Top Domains in Tweet in G2:
[69] twitter.com
[11] theguardian.com
[3] co.uk
[1] org.uk

Top Domains in Tweet in G3:
[121] twitter.com
[6] theguardian.com
[5] co.uk
[3] bbc.in
[3] bylinetimes.com
[2] youtube.com
[1] itv.com

Top Domains in Tweet in G4:
[16] twitter.com
[8] bylinetimes.com
[2] co.uk

Top Domains in Tweet in G5:
[119] twitter.com
[10] co.uk
[1] unitetheunion.org
[1] order-order.com
[1] thefestivals.uk
[1] wordpress.com

Top Domains in Tweet in G6:
[52] twitter.com
[4] co.uk
[2] theguardian.com
[1] remainunited.org
[1] bbc.com
[1] l-bc.co
[1] votesmart2019.com
[1] businessinsider.com
[1] org.uk
[1] bmj.com

Top Domains in Tweet in G7:
[161] twitter.com
[5] poo.vote
[3] youtube.com
[2] co.uk
[2] org.uk
[2] paper.li
[1] instagram.com
[1] fullfact.org
[1] theguardian.com
[1] 123moviesfull.me

Top Domains in Tweet in G8:
[121] twitter.com
[1] heraldscotland.com
[1] co.uk
[1] bbc.com
[1] itv.com

Top Domains in Tweet in G9:
[21] twitter.com
[10] co.uk
[4] po.st
[1] mol.im

Top Domains in Tweet in G10:
[29] twitter.com
[5] org.uk
[4] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3377] ge2019
[401] votelabour
[398] bbcqt
[286] ge19
[225] brexit
[224] fullrestitution
[168] foodbanks
[116] votesnp
[95] generalelection2019
[93] generalelection19



Top Hashtags in Tweet in G1:
[376] ge2019
[7] itvelectiondebate
[5] votelabourdecember12th
[3] votelabour
[3] ditchcowardjohnson
[3] timeforchange
[2] boristheliar
[2] bbcqt
[2] carlisle
[1] rightwingmedia

Top Hashtags in Tweet in G2:
[305] ge2019
[175] bbcqt
[167] votelabour
[124] foodbanks
[9] jc4pm
[5] getjohnsonout
[4] votelabour2019
[4] emptychair
[3] realchange
[3] generalelection2019

Top Hashtags in Tweet in G3:
[286] ge2019
[45] bbcqt
[35] ge19
[32] andrewneilinterviews
[28] votelabour
[28] generalelection19
[19] page48
[14] newsnight
[12] brexitcast
[10] nhs

Top Hashtags in Tweet in G4:
[89] ge2019
[15] factcheck
[10] votelabour
[8] bbc
[6] nhs
[5] bbcqt
[5] whereisboris
[5] chickenbojo
[4] foodbanks
[3] getjohnsongone

Top Hashtags in Tweet in G5:
[187] ge2019
[64] votelabour
[48] ge19
[28] fullrestitution
[20] jc4pm
[15] racist
[14] generalelection2019
[14] bbcqt
[13] nevercorbyn
[12] antisemitic

Top Hashtags in Tweet in G6:
[163] ge2019
[21] esherandwalton
[9] libdemsurge
[9] stopbrexit
[9] votetactically
[9] tacticalvoting
[9] bbcqt
[8] libdems
[7] brexit
[6] makeitmonica

Top Hashtags in Tweet in G7:
[135] ge2019
[26] bbcqt
[15] votelabour
[15] brexit
[9] generalelection19
[8] getthetoriesout
[7] generalelection2019
[6] nhs
[5] gtto
[5] borisjohnson

Top Hashtags in Tweet in G8:
[182] ge2019
[102] votesnp
[23] bbcqt
[15] indyref2
[12] brexit
[8] activesnp
[5] snpbad
[5] mnd
[4] stopbrexit
[4] snpout

Top Hashtags in Tweet in G9:
[103] ge2019
[16] generalelection2019
[9] brexit
[9] labour
[8] enough
[7] torybritain
[6] brexitparty
[6] reformparty
[6] nhs
[5] nastyparty

Top Hashtags in Tweet in G10:
[186] ge2019
[82] brexit
[32] borisjohnsonlies
[20] votelabour
[14] ge19
[12] generalelection2019
[11] generalelection19
[10] bbcqt
[9] nhs
[9] votelabourdecember12

Top Words
Top Words in Tweet in Entire Graph:
[3727] Words in Sentiment List#1: Positive
[2688] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[110748] Non-categorized Words
[117164] Total Words
[3379] #ge2019
[1066] johnson
[1015] boris
[728] andrew
[723] neil

Top Words in Tweet in G1:
[376] #ge2019
[354] rachael_swindon
[275] oh
[275] boris
[274] johnson
[269] goodness
[269] andrew
[269] neil
[268] literally
[268] destroyed

Top Words in Tweet in G2:
[305] #ge2019
[221] imajsaclaimant
[175] #bbcqt
[167] #votelabour
[125] policies
[125] labour
[124] james
[124] cleverly
[124] led
[124] #foodbanks

Top Words in Tweet in G3:
[286] #ge2019
[101] afneil
[79] borisjohnson
[64] johnson
[62] boris
[60] trust
[52] please
[45] #bbcqt
[41] watch
[41] party

Top Words in Tweet in G4:
[268] scousegirlmedia
[253] boris
[253] johnson
[245] andrew
[245] neil
[245] people
[243] destroyed
[236] watch
[235] brutal
[235] please

Top Words in Tweet in G5:
[187] #ge2019
[120] labour
[114] jeremycorbyn
[109] corbyn
[74] back
[74] addicted2newz
[72] absolutely
[72] manifesto
[71] load
[70] take

Top Words in Tweet in G6:
[163] #ge2019
[97] matthewgreen02
[90] libdems
[69] both
[63] years
[63] theeconomist
[62] election
[59] general
[56] join
[55] ago

Top Words in Tweet in G7:
[135] #ge2019
[27] vote
[26] #bbcqt
[23] people
[18] election
[16] one
[15] labour
[15] #votelabour
[15] #brexit
[14] tory

Top Words in Tweet in G8:
[182] #ge2019
[155] scotland
[102] #votesnp
[96] johnson
[83] thesnp
[78] boris
[77] voters
[73] iblackfordsnp
[71] thursday
[70] lock

Top Words in Tweet in G9:
[163] labour
[103] #ge2019
[90] corbyn
[86] sunpolitics
[78] jeremy
[72] anti
[69] party
[67] supporters
[66] semitic
[64] video

Top Words in Tweet in G10:
[186] #ge2019
[161] peoplesmomentum
[114] video
[90] brexit
[89] need
[88] watch
[86] johnson
[83] boris
[82] #brexit
[49] nhs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[936] boris,johnson
[719] andrew,neil
[575] destroyed,boris
[347] matter,trust
[323] trust,#ge2019
[321] oh,goodness
[321] goodness,andrew
[321] neil,literally
[321] literally,destroyed
[321] johnson,matter

Top Word Pairs in Tweet in G1:
[274] boris,johnson
[269] andrew,neil
[268] oh,goodness
[268] goodness,andrew
[268] neil,literally
[268] literally,destroyed
[268] destroyed,boris
[268] johnson,matter
[268] matter,trust
[268] trust,#ge2019

Top Word Pairs in Tweet in G2:
[156] #ge2019,#votelabour
[131] #bbcqt,#ge2019
[124] james,cleverly
[124] cleverly,policies
[124] policies,led
[124] led,#foodbanks
[124] #foodbanks,homelessness
[124] homelessness,#bbcqt
[123] imajsaclaimant,james
[52] labour,#ge2019

Top Word Pairs in Tweet in G3:
[58] boris,johnson
[30] matter,trust
[29] jeremy,corbyn
[28] #ge2019,#generalelection19
[25] #ge2019,#andrewneilinterviews
[25] #ge19,#ge2019
[24] government,matter
[23] trust,trust
[23] trust,borisjohnson
[23] borisjohnson,please

Top Word Pairs in Tweet in G4:
[251] boris,johnson
[245] andrew,neil
[243] destroyed,boris
[235] brutal,andrew
[235] neil,destroyed
[235] johnson,please
[235] please,watch
[235] watch,share
[235] share,everywhere
[235] everywhere,people

Top Word Pairs in Tweet in G5:
[69] absolutely,nailed
[69] nailed,labour
[69] labour,manifesto
[69] manifesto,load
[69] load,tosh
[69] tosh,corbyn
[69] corbyn,trying
[69] trying,take
[69] take,back
[68] addicted2newz,absolutely

Top Word Pairs in Tweet in G6:
[59] general,election
[55] years,ago
[55] ago,someone
[55] someone,tony
[55] tony,blair
[55] blair,john
[55] john,major
[55] major,both
[55] both,join
[55] join,rally

Top Word Pairs in Tweet in G7:
[8] #brexit,#ge2019
[6] #bbcqt,#ge2019
[6] vote,#ge2019
[6] #ge2019,#votelabour
[5] vote,labour
[5] #ge2019,#generalelection19
[5] #ge2019,#bbcqt
[5] #poo,find
[5] find,vote
[5] #ge2019,#getthetoriesout

Top Word Pairs in Tweet in G8:
[78] boris,johnson
[70] lock,boris
[69] voters,scotland
[68] scotland,lock
[68] johnson,10
[68] 10,#votesnp
[68] #votesnp,thursday
[68] thursday,#ge2019
[67] erikgeddes,voters
[49] iblackfordsnp,scotland

Top Word Pairs in Tweet in G9:
[75] jeremy,corbyn
[66] anti,semitic
[60] shocking,video
[60] video,shows
[60] shows,activist
[60] activist,reading
[60] reading,anti
[60] semitic,statements
[60] statements,made
[60] made,jeremy

Top Word Pairs in Tweet in G10:
[83] boris,johnson
[82] video,brexit
[82] brexit,need
[82] need,watch
[82] watch,#brexit
[82] #brexit,#ge2019
[81] peoplesmomentum,video
[38] exposed,recently
[38] recently,unearthed
[38] unearthed,footage

Top Replied-To
Top Replied-To in Entire Graph:
@salmayaqoob
@jeremycorbyn
@borisjohnson
@bbcquestiontime
@bbcpolitics
@conservatives
@buriedmysoul
@bbclaurak
@davidlammy
@emilyhewertson

Top Replied-To in G1:
@buriedmysoul
@kathythecat62
@thebirmingham6
@rachael_swindon

Top Replied-To in G2:
@hepworthclare
@johnmcdonnellmp
@keir_starmer
@tomkibasi
@mcmann_ryan
@anneliesedodds

Top Replied-To in G3:
@borisjohnson
@bbcpolitics
@bbclaurak
@afneil
@davidlammy
@velvet2660
@owenjones84
@benjolly9
@spaceheffalump
@mikegalsworthy

Top Replied-To in G4:
@mirrorbreaking_

Top Replied-To in G5:
@salmayaqoob
@jeremycorbyn
@emilyhewertson
@jamesefoster
@israel_advocacy
@vibechristopher
@nigeldoddsdup
@carolinelucas
@iblackfordsnp
@joswinson

Top Replied-To in G6:
@borisjohnson
@markofsoton
@carlitoremo
@davidgauke
@spajw
@chunkymark
@saunderss50
@thatginamiller
@tripleswimming
@sheronwilkie

Top Replied-To in G8:
@iblackfordsnp
@nicolasturgeon
@thesnp
@audreyaurus1
@bingodemagogue
@neil_mackay5
@itvpeston
@bbcquestiontime
@rosalynemf
@betterasoneuk1

Top Replied-To in G9:
@skynews
@piersmorgan
@penny_stables
@kevin_maguire
@bbcnews

Top Replied-To in G10:
@mattpolo2493
@xx_anomalous_x
@jbuckleylabour
@simon_oakden
@profalister

Top Mentioned
Top Mentioned in Entire Graph:
@rachael_swindon
@scousegirlmedia
@imajsaclaimant
@peoplesmomentum
@aaronbastani
@jeremycorbyn
@afneil
@doozy_45
@matthewgreen02
@libdems

Top Mentioned in G1:
@rachael_swindon
@dancingthemind
@pete_sinclair
@kevinpascoe
@itvnews
@imajsaclaimant
@chs_1969
@kathythecat62
@sloughforeu
@iwantjc4pm

Top Mentioned in G2:
@imajsaclaimant
@fisherandrew79
@rachael_swindon
@samtarry
@mikegapes
@patel4witham
@sajidjavid
@iwantjc4pm
@momentum_nhs
@hepworthclare

Top Mentioned in G3:
@afneil
@borisjohnson
@bbcpolitics
@damian_from
@robburl
@chrismasonbbc
@imajsaclaimant
@bbc
@briefcasemike
@brexit_sham

Top Mentioned in G4:
@scousegirlmedia
@juniordrblog
@zarahsultana
@rachael_swindon
@harryslaststand
@imajsaclaimant
@bylinetimes
@mrsme15556009
@justmebeingme4
@chrismasonbbc

Top Mentioned in G5:
@jeremycorbyn
@addicted2newz
@uklabour
@fbunational
@sadiqkhan
@iwantjc4pm
@beatfreeks
@unitewestmids
@wmlabour
@olly4northfield

Top Mentioned in G6:
@matthewgreen02
@libdems
@theeconomist
@thatginamiller
@monicabeharding
@samgyimah
@remainutd
@lbc
@alpinkerton
@hackedoffhugh

Top Mentioned in G7:
@mocorbyn
@francinsaespoir

Top Mentioned in G8:
@thesnp
@erikgeddes
@iblackfordsnp
@_paulmonaghan
@scopoliticsnews
@nicolasturgeon
@tommysheppard
@profpmiddleton
@yaakovsloman
@rosscolquhoun

Top Mentioned in G9:
@sunpolitics
@skynews
@joanryanenfield
@sajidjavid
@brexitwales
@uxbeconomist07
@afneil
@telebusiness
@autonetvan
@welshlabour

Top Mentioned in G10:
@peoplesmomentum
@themendozawoman
@rachael_swindon
@scousegirlmedia
@imajsaclaimant
@seicilop
@aaronbastani
@tomemurtha
@bonnieprinceb0b
@iwantjc4pm

Top Tweeters
Top Tweeters in Entire Graph:
@scarletmonahan
@alllibertynews
@edinburghwatch
@s9tmt
@mackaysuzie
@independent
@bliadhnaichean
@royalmail
@hazelglasgow
@jver1

Top Tweeters in G1:
@broomstick33
@big_taff
@salmans6
@kevinpascoe
@kevskewl
@labour52rose
@stephiegilley
@woolhatwoman
@williamhboney1
@thebirmingham6

Top Tweeters in G2:
@independent
@manatrue
@staircase2
@socialistvoice
@tates5a
@tkysk8r
@aspiemum
@timofnewbury
@boogwinchester
@gaznorris15

Top Tweeters in G3:
@s9tmt
@googleexpertuk
@guardian
@thefabledaesop
@euethnic
@jbwhitesnake
@thestephenralph
@bbcnews
@jmhamiltonblog
@lalitapetila

Top Tweeters in G4:
@justmebeingme4
@thatoneguy2440
@theresaschroe14
@wimthetim
@zoompad
@chezmik
@ap_doramaqueen
@jaoaoaoaoao
@hardy843
@suzyiam

Top Tweeters in G5:
@soniaerasmus
@forumeditor
@shiremoorpotter
@mikef45
@madmontesaurus
@finkley1
@beaumontbee
@octagot
@redsarah99
@markhillary

Top Tweeters in G6:
@alllibertynews
@esme_hornbeam
@chunkymark
@msalliance
@marciaj64
@trevdick
@thebonnydoon
@sheronwilkie
@peradventur3
@trevorw1953

Top Tweeters in G7:
@scarletmonahan
@channel1atlanta
@shishnfips
@dickmackintosh
@r_de_gerber
@fifthcolumnblue
@artemitzi
@katecushing2
@moragsievwright
@michaelm238

Top Tweeters in G8:
@hazelglasgow
@tighnacoille
@mmjblair
@mckinlay_liz
@casper10666
@chicgibson
@linannlum
@ferguson2811
@johnnydundee
@o_edipus

Top Tweeters in G9:
@analyticaglobal
@didierdelmer
@skynews
@tallison54
@flomoll
@philiprichards5
@neiljamesweekes
@forthespacemen
@doggywoggydooda
@sophieblack2016

Top Tweeters in G10:
@bliadhnaichean
@brookebay21
@twidaq
@dubsy_chat
@gilliangn
@buddha_dragon1
@fear_eile
@katemcclelland7
@globalidentity
@brainiac_13


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