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#GE2019_2019-12-23_02-30-37.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 23, 2019
Short Description:
#GE2019 via NodeXL http://bit.ly/2PNwX3M
@electionmapsuk
@laurapidcock
@steviebrexit
@uklabour
@alliancebe
@bbclaurak
@sebastianepayne
@andreww66619812
@christi73224817
@syhawkes

Top hashtags:
#ge2019
#brexit
#remain
#scotland
#indyref2
#postalvotes
#indyref2020

Description:
Description
The graph represents a network of 4,464 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 Monday, 23 December 2019 at 10:31 UTC.

The requested start date was Monday, 23 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 14-hour, 49-minute period from Sunday, 22 December 2019 at 09:55 UTC to Monday, 23 December 2019 at 00:45 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 : 4464
Unique Edges : 4950
Edges With Duplicates : 1193
Total Edges : 6143
Number of Edge Types : 4
MentionsInRetweet : 5282
Tweet : 368
Replies to : 141
Mentions : 352
Self-Loops : 368
Reciprocated Vertex Pair Ratio : 0.00255051991367471
Reciprocated Edge Ratio : 0.0050880626223092
Connected Components : 285
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 3756
Maximum Edges in a Connected Component : 5354
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.968003
Graph Density : 0.000256489639625531
Modularity : 0.701409
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 4,464 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 Monday, 23 December 2019 at 10:31 UTC.

The requested start date was Monday, 23 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 14-hour, 49-minute period from Sunday, 22 December 2019 at 09:55 UTC to Monday, 23 December 2019 at 00:45 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:
[15] https://twitter.com/GrantWhiteTZ/status/1208456785847312385
[11] https://www.camra.org.uk/pledgeforpubs
[10] https://medium.com/dark-mountain/friday-13th-pepsi-trump-horror-show-a6ec222f489c
[9] https://twitter.com/coralivesey/status/1208349759578222596
[7] https://www.youtube.com/watch?v=f2zJ8vaB5jo&feature=youtu.be

[5] https://www.ft.com/content/ab3692b0-2317-11ea-92da-f0c92e957a96?segmentid=acee4131-99c2-09d3-a635-873e61754ec6
[5] https://costofjohnson.com
[4] https://ukip.org/
[4] https://www.fiverr.com/shohagsheqder/present-you-unique-versatile-minimalist-logo
[4] https://www.independent.co.uk/news/uk/politics/uk-election-press-media-conservative-tory-labour-criticism-bias-a9255551.html

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1208717791454519296
[1] https://twitter.com/i/web/status/1205803649265537024
[1] https://twitter.com/i/web/status/1208711500065574912
[1] https://twitter.com/i/web/status/1208711988907524096
[1] https://twitter.com/i/web/status/1208712485957750784
[1] https://twitter.com/i/web/status/1208712864606937088
[1] https://twitter.com/i/web/status/1208717581869297664
[1] https://twitter.com/i/web/status/1208717700358381568
[1] https://twitter.com/i/web/status/1208822563549392896
[1] https://twitter.com/sebastianepayne/status/1208674279530926080

Top URLs in Tweet in G2:
[2] https://twitter.com/carolecadwalla/status/1208750452390674433
[1] https://twitter.com/i/web/status/1208502805645975552
[1] https://twitter.com/i/web/status/1208742064432832512
[1] https://twitter.com/i/web/status/1208897759929098242
[1] https://twitter.com/i/web/status/1208875269475450880
[1] https://twitter.com/i/web/status/1208869446741319680
[1] https://twitter.com/i/web/status/1208839369685164033
[1] https://twitter.com/i/web/status/1208831854092201986
[1] https://twitter.com/i/web/status/1206616972693266435
[1] https://twitter.com/i/web/status/1208799185987915780

Top URLs in Tweet in G3:
[15] https://twitter.com/GrantWhiteTZ/status/1208456785847312385
[10] https://medium.com/dark-mountain/friday-13th-pepsi-trump-horror-show-a6ec222f489c
[9] https://twitter.com/coralivesey/status/1208349759578222596
[3] https://www.whatdotheyknow.com/request/postal_votes_figures_for_general
[2] https://twitter.com/mariamuser/status/1206275449350963202
[2] https://fullfact.org/election-2019/election-questions-answered/
[1] https://twitter.com/i/web/status/1208821474393513984
[1] https://twitter.com/i/web/status/1208547876189736962
[1] https://twitter.com/i/web/status/1208703593446039554
[1] https://twitter.com/i/web/status/1208473795343896578

Top URLs in Tweet in G4:
[3] https://twitter.com/awardsdarwin/status/1208071466408906752
[1] https://twitter.com/i/web/status/1208875069180653568
[1] https://twitter.com/i/web/status/1208411698404704258
[1] https://www.thesun.co.uk/news/politics/10280665/labour-mp-hopeful-said-she-would-celebrate-death-of-tony-blair/?utm_source=twitter&utm_medium=social&utm_campaign=sharebarweb
[1] https://twitter.com/i/web/status/1208838225625833473
[1] https://twitter.com/i/web/status/1208849315516571653
[1] https://twitter.com/i/web/status/1208896323895869440

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1208904451379073024
[1] https://twitter.com/i/web/status/1208903971986968576
[1] https://twitter.com/i/web/status/1208902918797168641
[1] https://twitter.com/i/web/status/1208672597786972161
[1] https://twitter.com/i/web/status/1199761519774511104
[1] https://twitter.com/i/web/status/1208813101941956608
[1] https://twitter.com/i/web/status/1208789675843960835
[1] https://twitter.com/i/web/status/1208790263289786370
[1] https://twitter.com/i/web/status/1208790708460687361
[1] https://twitter.com/i/web/status/1208802352989384704

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1208692970335145984

Top URLs in Tweet in G7:
[1] https://www.ft.com/content/ab3692b0-2317-11ea-92da-f0c92e957a96
[1] https://twitter.com/i/web/status/1208905600148611072
[1] https://twitter.com/i/web/status/1208841999291473920
[1] https://twitter.com/i/web/status/1206134822378364928
[1] https://twitter.com/i/web/status/1205511282092396548
[1] https://twitter.com/i/web/status/1208794659029278721
[1] https://twitter.com/i/web/status/1208779223109963778
[1] https://twitter.com/i/web/status/1208767845317971968
[1] https://twitter.com/i/web/status/1208772157226078210

Top URLs in Tweet in G8:
[5] https://costofjohnson.com
[4] https://www.fiverr.com/shohagsheqder/present-you-unique-versatile-minimalist-logo
[1] https://twitter.com/i/web/status/1208688683722956800
[1] https://podcasts.apple.com/gb/podcast/the-david-mcwilliams-podcast/id1462649946?i=1000459820624
[1] https://www.youtube.com/watch?v=KlYas8MPy90&feature=youtu.be

[1] https://twitter.com/i/web/status/1208692561528991745
[1] https://twitter.com/i/web/status/1208693171246501888
[1] https://twitter.com/i/web/status/1208693821615333377
[1] https://twitter.com/i/web/status/1208696596784975878
[1] https://twitter.com/i/web/status/1208050566825496577

Top URLs in Tweet in G9:
[1] https://twitter.com/acgrayling/status/1208449728981217280
[1] https://twitter.com/i/web/status/1208702292284903427

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1208816202920972288
[1] https://twitter.com/i/web/status/1208830277000269825

Top Domains
Top Domains in Tweet in Entire Graph:
[440] twitter.com
[14] youtube.com
[13] org.uk
[11] medium.com
[10] co.uk
[7] theguardian.com
[6] ft.com
[5] costofjohnson.com
[4] ukip.org
[4] fiverr.com

Top Domains in Tweet in G1:
[12] twitter.com

Top Domains in Tweet in G2:
[16] twitter.com
[1] co.uk

Top Domains in Tweet in G3:
[82] twitter.com
[10] medium.com
[3] whatdotheyknow.com
[2] fullfact.org

Top Domains in Tweet in G4:
[8] twitter.com
[1] co.uk

Top Domains in Tweet in G5:
[37] twitter.com
[1] bylinetimes.com
[1] johnslabourblog.org
[1] theguardian.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[8] twitter.com
[1] ft.com

Top Domains in Tweet in G8:
[81] twitter.com
[5] costofjohnson.com
[4] fiverr.com
[3] youtube.com
[2] alamy.com
[1] apple.com
[1] com.au
[1] livejournal.com
[1] co.uk
[1] org.uk

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4589] ge2019
[66] brexit
[55] remain
[45] scotland
[42] indyref2
[32] postalvotes
[31] indyref2020
[31] withdrawalagreement
[25] labour
[24] jeremycorbyn



Top Hashtags in Tweet in G1:
[1901] ge2019
[2] nwdurham
[1] ge2019results
[1] laurapidcock
[1] corbynout
[1] northwestdurham

Top Hashtags in Tweet in G2:
[811] ge2019
[3] skripal
[1] labourdoorstep
[1] ge2017

Top Hashtags in Tweet in G3:
[410] ge2019
[27] postalvotes
[21] electoralfraud
[18] johnsontheliar
[18] jeremycorbyn
[15] idox
[10] halarose
[10] bbcnews
[10] pepsitrump
[9] postalvotegate

Top Hashtags in Tweet in G4:
[292] ge2019
[1] coventry
[1] generalelection19
[1] generalelection2019

Top Hashtags in Tweet in G5:
[210] ge2019
[20] breaking
[13] scotlandsrighttochoose
[10] borisjohnson
[8] brexit
[8] conservatives
[8] politics
[5] eu
[4] postalvotes
[2] votenottory

Top Hashtags in Tweet in G6:
[141] ge2019
[1] coventry

Top Hashtags in Tweet in G7:
[44] ge2019
[2] libdems
[1] gender
[1] age
[1] corbynshouldstay
[1] corbyn
[1] labourleadershipelection
[1] angelarayner

Top Hashtags in Tweet in G8:
[74] ge2019
[8] makeseatsmatchvotes
[8] brexit
[8] delhipolls
[4] askstar
[4] babarazam
[4] dog
[4] facebook
[4] gntmgr
[4] hanukkah

Top Hashtags in Tweet in G9:
[50] remain
[13] ge2019
[1] resist
[1] johnsontheliar
[1] jeremycorbyn

Top Hashtags in Tweet in G10:
[57] ge2019

Top Words
Top Words in Tweet in Entire Graph:
[2110] Words in Sentiment List#1: Positive
[1476] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[122610] Non-categorized Words
[126196] Total Words
[4590] #ge2019
[2194] vote
[2115] snp
[2089] lab
[2081] year

Top Words in Tweet in G1:
[1901] #ge2019
[1891] lab
[1890] snp
[1890] ldm
[1887] electionmapsuk
[1884] year
[1884] olds
[1884] vote
[1884] grn
[1883] plc

Top Words in Tweet in G2:
[1487] labour
[811] #ge2019
[766] laurapidcock
[753] lessons
[744] learn
[742] vital
[742] defeat
[739] answers
[739] found
[739] door

Top Words in Tweet in G3:
[410] #ge2019
[130] bbclaurak
[128] postal
[123] votes
[115] considering
[115] 'familiarity'
[115] perhaps
[115] investigate
[114] freebesieged
[114] percenta

Top Words in Tweet in G4:
[292] #ge2019
[266] steviebrexit
[239] watch
[189] labour
[162] priti
[162] patel
[162] reminds
[162] lucky
[162] escape
[162] diane

Top Words in Tweet in G5:
[211] #ge2019
[82] conservatives
[57] uklabour
[44] borisjohnson
[42] hq
[41] 24
[38] polling
[36] 2019
[36] child
[36] homelessness

Top Words in Tweet in G6:
[141] #ge2019
[126] uk
[124] hysteria
[124] ons
[124] published
[124] best
[124] jobs
[124] figures
[124] 1975
[124] employment

Top Words in Tweet in G7:
[89] brutal
[87] message
[87] discipline
[87] continuous
[87] focus
[87] groups
[87] polling
[87] plus
[87] very
[87] potent

Top Words in Tweet in G8:
[74] #ge2019
[12] labour
[11] need
[11] way
[10] party
[9] more
[8] tory
[8] vote
[8] mps
[8] elected

Top Words in Tweet in G9:
[50] fought
[50] #remain
[50] following
[50] fraudulently
[50] gained
[50] 2016
[50] referendum
[50] result
[50] called
[50] lies

Top Words in Tweet in G10:
[57] #ge2019
[55] thought
[55] spend
[55] christmas
[55] netherlands
[55] away
[55] madness
[55] find
[55] opening
[55] local

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2079] year,olds
[2072] olds,vote
[1985] electionmapsuk,#ge2019
[1761] vote,lab
[1532] 18,24
[1531] 24,year
[1529] #ge2019,18
[1527] snp,58
[1523] lab,544
[1523] 544,56

Top Word Pairs in Tweet in G1:
[1885] electionmapsuk,#ge2019
[1884] year,olds
[1884] olds,vote
[1594] vote,lab
[1376] 21,grn
[1369] #ge2019,18
[1369] 18,24
[1369] 24,year
[1369] lab,544
[1369] 544,56

Top Word Pairs in Tweet in G2:
[742] vital,learn
[742] labour,#ge2019
[741] #ge2019,defeat
[740] learn,lessons
[739] laurapidcock,vital
[739] lessons,labour
[739] defeat,answers
[739] answers,found
[739] found,door
[738] door,labour

Top Word Pairs in Tweet in G3:
[118] postal,votes
[116] #ge2019,postal
[115] bbclaurak,considering
[115] considering,'familiarity'
[115] 'familiarity',#ge2019
[115] votes,perhaps
[115] perhaps,investigate
[114] freebesieged,bbclaurak
[114] investigate,percenta
[69] won,#ge2019

Top Word Pairs in Tweet in G4:
[162] steviebrexit,watch
[162] watch,priti
[162] priti,patel
[162] patel,reminds
[162] reminds,lucky
[162] lucky,escape
[162] escape,#ge2019
[162] #ge2019,labour
[162] labour,diane
[162] diane,abbott

Top Word Pairs in Tweet in G5:
[35] reminders,24
[35] 24,2019
[35] 2019,child
[35] child,homelessness
[35] homelessness,surges
[35] surges,80
[35] 80,under
[35] under,conservatives
[35] datapraxiseu,offered
[35] offered,uklabour

Top Word Pairs in Tweet in G6:
[124] hysteria,#ge2019
[124] #ge2019,ons
[124] ons,published
[124] published,best
[124] best,uk
[124] uk,jobs
[124] jobs,figures
[124] figures,1975
[124] 1975,employment
[124] employment,rate

Top Word Pairs in Tweet in G7:
[87] brutal,message
[87] message,discipline
[87] discipline,continuous
[87] continuous,focus
[87] focus,groups
[87] groups,polling
[87] polling,plus
[87] plus,very
[87] very,potent
[87] potent,three

Top Word Pairs in Tweet in G8:
[8] way,mps
[8] mps,elected
[8] elected,westminster
[8] westminster,broken
[8] broken,beyond
[8] beyond,repair
[8] repair,need
[8] need,#makeseatsmatchvotes
[8] #makeseatsmatchvotes,sign
[5] find,more

Top Word Pairs in Tweet in G9:
[50] fought,#remain
[50] #remain,following
[50] following,fraudulently
[50] fraudulently,gained
[50] gained,2016
[50] 2016,referendum
[50] referendum,result
[50] result,called
[50] called,lies
[50] lies,false

Top Word Pairs in Tweet in G10:
[55] thought,spend
[55] spend,christmas
[55] christmas,netherlands
[55] netherlands,away
[55] away,#ge2019
[55] #ge2019,madness
[55] madness,find
[55] find,opening
[55] opening,local
[54] nealrstewart,thought

Top Replied-To
Top Replied-To in Entire Graph:
@laurapidcock
@borisjohnson
@jeremycorbyn
@acgrayling
@doubledownnews
@epkaufm
@mp_renee
@shabbirlakha
@fred_kearey
@nikeshshukla

Top Replied-To in G1:
@cheshiretoad

Top Replied-To in G2:
@laurapidcock

Top Replied-To in G3:
@jeremycorbyn
@doubledownnews
@nikeshshukla
@serjgartner
@barbarashiels2
@wyreforestdc
@toby4norwich
@jamesefoster
@lukeobatten
@coralivesey

Top Replied-To in G5:
@borisjohnson
@mp_renee
@jolyonmaugham
@10downingstreet
@jessphillips
@bbcone
@labour4eu
@paulformp
@tonysoden11
@ohbrokenbritain

Top Replied-To in G7:
@tenacioustory
@philbixby
@johnmcdonnellmp
@taylorkwinship

Top Mentioned
Top Mentioned in Entire Graph:
@electionmapsuk
@laurapidcock
@steviebrexit
@uklabour
@bbclaurak
@alliancebe
@freebesieged
@syhawkes
@jeremycorbyn
@sebastianepayne

Top Mentioned in G1:
@electionmapsuk
@remainernow
@sophieyateslu
@rulebrexitannia

Top Mentioned in G2:
@laurapidcock
@electionmapsuk
@spawnofjustice
@mfijake
@tabithawim
@subutcher
@eincymru
@skisidjames
@steviebrexit
@lighttheway16

Top Mentioned in G3:
@bbclaurak
@freebesieged
@syhawkes
@jeremycorbyn
@uklabour
@laurapidcock
@bbcnews
@electoralcommuk
@peterot61186407
@electionmapsuk

Top Mentioned in G4:
@steviebrexit
@laurapidcock
@skisidjames
@electionmapsuk
@mannersjack
@alliancebe

Top Mentioned in G5:
@conservatives
@uklabour
@borisjohnson
@datapraxiseu
@paulhilder
@brexitincourt
@jolyonmaugham
@trevdick
@thesnp
@neil_mackay5

Top Mentioned in G6:
@alliancebe
@steviebrexit
@laurapidcock
@skisidjames
@electionmapsuk

Top Mentioned in G7:
@sebastianepayne
@gsoh31
@steviebrexit
@electionmapsuk
@mattsingh_
@alliancebe
@afneil
@tonylangham
@financialtimes
@ian_burnett_

Top Mentioned in G9:
@snb19692
@mrbensellers
@electionmapsuk
@brexitincourt
@conservatives
@laurapidcock
@peterot61186407

Top Mentioned in G10:
@nealrstewart
@electionmapsuk
@thetbds

Top Tweeters
Top Tweeters in Entire Graph:
@loupo85
@cloudwanderer3
@inabster
@roblwilson
@independent
@ericdemarylebon
@serendipitysays
@bliadhnaichean
@westinghouse565
@cao58020

Top Tweeters in G1:
@roblwilson
@westinghouse565
@cao58020
@tighnacoille
@alanjohnson35
@kellyrek
@robertol04
@den_fabrizi
@hausofrushdi
@mrichalan

Top Tweeters in G2:
@bliadhnaichean
@allchanges
@alistairpge
@habbradley
@thefabledaesop
@mmjblair
@manatrue
@suegray834
@otivar55
@justmebeingme4

Top Tweeters in G3:
@inabster
@independent
@ericdemarylebon
@jpjanson
@skybet
@dailymirror
@thesun
@mojos55
@williamhill
@stop1984

Top Tweeters in G4:
@heidiec5
@mgt_coull26
@tyrannywatch
@mik61scot
@horshamgardener
@lsrlinda
@subtel1
@sherrinthepain
@stgeorgeiscross
@neiljamesweekes

Top Tweeters in G5:
@camz99
@davidjewood
@xraypat
@thestephenralph
@yagbebi
@caravaggio12
@trevdick
@samljpage
@leplanrex
@jmjohnpj

Top Tweeters in G6:
@z_chrissie
@thorpelynden
@johnmknox
@rob_kimbell
@claygrewtall
@atlasb2b
@edglasgow59
@bob261048
@sophieblack2016
@clive_uttley

Top Tweeters in G7:
@cloudwanderer3
@zeeshan_shah_dc
@magicdmw
@waweru
@financialtimes
@philipjtaylor1
@scorpiotiger77
@billpostmus
@jeffgazzard
@bassaces1

Top Tweeters in G8:
@angiemeader
@adiskype
@bdstanley
@garethlshelton
@drivandalism
@maxfassbrause
@drwhofan_194
@jettisonbaggage
@ks_mikey
@pauldashworth

Top Tweeters in G9:
@boogwinchester
@annetteashley61
@tartancobweb
@beamabeorg
@longitude0
@karenbway_karen
@kacidama
@eddygraham39
@resourceful1942
@jonathanabailey

Top Tweeters in G10:
@hazelglasgow
@childofalba
@45albannach
@hazelbagend
@starrygryffin
@donscot17
@sandpatterson
@benicegjb
@weehellish
@szikratigris


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