PPE, Twitter, 3/12/2022 2:17:30 PM, 272966


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PPE_2022-03-12_01-12-01.xlsx
PPE_2022-03-12_01-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2022
Short Description:
PPE via NodeXL https://bit.ly/3MW9JUX
@adilray
@jolyonmaugham
@berniespofforth
@haveigotnews
@borisjohnson
@ihateps
@everydoctoruk
@greenknight60
@ppe
@gandoflam

Top hashtags:
#ppe
#kdppe
#perthtanapon
#ptd_on_stage_seoul
#followbackfriday

Description:
Description
The graph represents a network of 8,188 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 12 March 2022 at 09:20 UTC.

The requested start date was Saturday, 12 March 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 1-hour, 15-minute period from Wednesday, 09 March 2022 at 11:05 UTC to Friday, 11 March 2022 at 12:21 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 : 8188
Unique Edges : 4510
Edges With Duplicates : 12729
Total Edges : 17239
Number of Edge Types : 5
Tweet : 1419
Retweet : 5574
MentionsInRetweet : 7078
Replies to : 1217
Mentions : 1951
Self-Loops : 1450
Reciprocated Vertex Pair Ratio : 0.0135667396061269
Reciprocated Edge Ratio : 0.0267702936096718
Connected Components : 1061
Single-Vertex Connected Components : 349
Maximum Vertices in a Connected Component : 2548
Maximum Edges in a Connected Component : 5608
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.477865
Graph Density : 0.00013819614293133
Modularity : 0.536665
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,188 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 12 March 2022 at 09:20 UTC.

The requested start date was Saturday, 12 March 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 1-hour, 15-minute period from Wednesday, 09 March 2022 at 11:05 UTC to Friday, 11 March 2022 at 12:21 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 : PPE
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:
[14] https://goodlawproject.org/update/high-court-vip-lane-ppe-unlawful/
[11] https://www.independent.co.uk/news/uk/politics/covid-unusable-ppe-burnt-fast-track-b2030820.html
[11] https://committees.parliament.uk/publications/6061/documents/68197/default/
[9] https://www.gov.uk/government/news/ppe-procurement-in-the-early-pandemic
[7] https://jooxjtma2022.onelink.me/yoLC/703f2e2e?utm_source=JOOX&utm_medium=JTMA2022&utm_campaign=Social
[6] https://www.europapress.es/nacional/noticia-weber-ppe-afea-sanchez-lecciones-cuando-gobierna-separatistas-feijoo-tiene-apoyo-20220310204939.html
[6] https://www.everydoctor.org.uk/donate
[5] https://twitter.com/perthppe/status/1501808826374553600
[4] https://www.instagram.com/accounts/login/?next=/p/Ca6dPxrBubL/
[4] https://www.sowetanlive.co.za/news/south-africa/2022-03-11-hamilton-ndlovu-fights-bid-to-declare-contracts-for-covid-19-ppe-invalid/?utm_medium=Social&utm_source=Twitter#Echobox=1646990948-1

Top URLs in Tweet in G1:
[1] https://twitter.com/RhonddaBryant/status/1501531333205676033
[1] https://twitter.com/theAndrewSharpe/status/1501683192675381253

Top URLs in Tweet in G3:
[3] https://www.breitbart.com/europe/2022/03/09/uk-government-to-burn-11-4-billion-of-unusable-ppe/?utm_source=newsletter&utm_medium=email&utm_term=daily&utm_campaign=20220309
[3] https://www.theguardian.com/world/2022/mar/10/process-ukrainian-visas-as-if-they-are-ppe-contracts
[2] https://www.cbc.ca/news/politics/foreign-ppe-contracts-1.6378308
[2] https://www.power987.co.za/featured/siu-wants-r172-million-ppe-tender-awarded-to-ndlovu-to-be-set-aside/
[2] https://impactoespananoticias.com/contenido/8882/casado-recuerda-ante-el-ppe-su-rechazo-a-pactar-con-la-extrema-derecha-y-que-su-
[2] https://twitter.com/berniespofforth/status/1501941630214885387
[2] https://tdpelmedia.com/hamilton-ndlovu-fights-bid-to-declare-contracts-for-covid-19-ppe-invalid
[2] https://twitter.com/BernieSpofforth/status/1501941630214885387
[2] https://www.gipskins.com/order/
[1] https://bylinetimes.com/2021/06/21/how-much-did-we-pay-for-ppe-data-the-government-doesnt-want-to-reveal/

Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=57LPU5JUIJg&feature=youtu.be

[1] https://twitter.com/lopinion_fr/status/1501898195848290311
[1] http://nazis.Es
[1] https://www.ccma.cat/tv3/alacarta/tot-es-mou/albano-dante-fachin-lestat-espanyol-utilitza-la-guerra-a-ucraina-per-criminalitzar-lindependentisme/video/6148274/
[1] https://www.youtube.com/watch?v=47MO5X2NWwU&feature=youtu.be

[1] https://cadenaser.com/2022/03/10/el-presidente-del-pp-europeo-rechaza-el-acuerdo-con-vox-en-castilla-y-leon-es-una-triste-sorpresa/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DGwszbl711kE&q=EgS4SO-bGJvJsZEGIhBrkj2CFwYqy6Ds6fNIQKWRMgFy
[1] https://www.lopinion.fr/international/avec-valerie-pecresse-nouvelle-france-nouvelle-europe-la-tribune-de-antonio-lopez-isturiz?utm_source=twitter
[1] https://twitter.com/valerieboyer13/status/1501922706249457664
[1] https://www.epp.eu/news/epp-presidents-statement-at-the-epp-summit-in-paris-10-march

Top URLs in Tweet in G5:
[2] https://www.theguardian.com/world/2022/mar/07/why-has-the-letter-z-become-the-symbol-of-war-for-russia?CMP=Share_iOSApp_Other
[1] https://www.independent.co.uk/news/uk/politics/ppe-waste-nhs-spending-report-b2005093.html
[1] https://www.independent.co.uk/news/uk/politics/covid-unusable-ppe-burnt-fast-track-b2030820.html
[1] https://twitter.com/izziehal/status/1502181211548098560
[1] https://twitter.com/premnsikka/status/1501647149834067972
[1] https://www.bbc.co.uk/news/business-60678717
[1] https://twitter.com/bbcquestiontime/status/1501710149257515010
[1] https://twitter.com/vanmaneuro/status/1501550205753307143
[1] https://twitter.com/Helen121/status/1501821744818147332
[1] https://www.independent.co.uk/news/uk/politics/ukraine-fuel-bills-martin-lewis-b2032796.html

Top URLs in Tweet in G6:
[7] https://jooxjtma2022.onelink.me/yoLC/703f2e2e?utm_source=JOOX&utm_medium=JTMA2022&utm_campaign=Social
[5] https://twitter.com/perthppe/status/1501808826374553600
[4] https://www.instagram.com/accounts/login/?next=/p/Ca6dPxrBubL/
[4] https://www.youtube.com/watch?v=weytyt3tmeY&feature=youtu.be

[3] https://www.instagram.com/accounts/login/?next=/p/Ca8-mbJrfZ1/
[2] https://docs.google.com/forms/d/e/1FAIpQLSceIY3QHpRMObpcVYQGSj9JpJIWMXuRNrVwBtVCyxKe8NliwA/viewform?usp=send_form
[2] https://joox-event.sanook.com/jtma2022/?sharefromwmid=213430107
[2] https://joox-event.sanook.com/jtma2022/?sharefromwmid=242027908
[2] https://bit.ly/3pAmEl4
[2] https://joox-event.sanook.com/jtma2022/?sharefromwmid=28535570

Top URLs in Tweet in G7:
[1] https://twitter.com/nickreeves9876/status/1502234475845099521
[1] https://twitter.com/adilray/status/1501471584976056323
[1] https://twitter.com/MarcusFitzsimon/status/1502036472488148993
[1] https://twitter.com/TomChivers/status/1500570721734565889
[1] https://consult.defra.gov.uk/waste-and-recycling/waste-prevention-programme-for-england-2021/supporting_documents/Waste%20Prevention%20Programme%20for%20England%20%20consultation%20document.pdf
[1] https://twitter.com/haveigotnews/status/1501175851639005185

Top URLs in Tweet in G8:
[2] https://www.eldiario.es/politica/weber-ppe-afea-sanchez-lecciones-gobierna-separatistas-feijoo-apoyo_1_8820777.html
[1] https://www.elespanol.com/espana/20220310/presidente-pp-europeo-vox-castilla-leon-sorpresa/656184737_0.html
[1] https://www.libertaddigital.com/espana/2022-03-10/casado-presume-en-europa-de-su-empeno-en-no-pactar-con-vox-el-mismo-dia-del-acuerdo-en-castilla-y-leon-6875154/
[1] https://amp.europapress.es/nacional/noticia-weber-ppe-afea-sanchez-lecciones-cuando-gobierna-separatistas-feijoo-tiene-apoyo-20220310204939.html
[1] https://www.europapress.es/nacional/noticia-casado-recuerda-ppe-rechazo-pactar-extrema-derecha-objetivo-fue-luchar-contra-corrupcion-20220310201558.html
[1] https://www.elmundo.es/espana/2022/03/10/622a2173fdddff58228b4578.html
[1] https://cadenaser.com/ser/2020/04/02/internacional/1585848663_114111.html
[1] https://twitter.com/europapress/status/1501914036899880961
[1] https://theobjective.com/espana/2022-03-10/casado-ppe-rechazo-extrema-derecha/
[1] https://www.eldiario.es/1_86936c?utm_campaign=botonera-share&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G9:
[11] https://committees.parliament.uk/publications/6061/documents/68197/default/
[9] https://www.gov.uk/government/news/ppe-procurement-in-the-early-pandemic
[2] https://www.dailymail.co.uk/news/article-10529007/How-UK-couple-paid-1-85-BILLION-NHS-PPE-splashed-30m-paradise-Caribbean-villa.html
[1] https://www.theguardian.com/world/2022/mar/07/uk-government-may-have-bought-3bn-ppe-gloves-made-by-forced-labour?CMP=Share_AndroidApp_Other
[1] https://www.julialopez.co.uk/news/visiting-upminsters-uniserve
[1] https://twitter.com/karenlovecheese/status/1346884931558002688
[1] https://bylinetimes.com/2021/06/21/how-much-did-we-pay-for-ppe-data-the-government-doesnt-want-to-reveal/
[1] https://twitter.com/jolyonmaugham/status/1501210404650991628

Top Domains
Top Domains in Tweet in Entire Graph:
[191] twitter.com
[58] co.uk
[28] youtube.com
[19] europapress.es
[19] instagram.com
[17] facebook.com
[17] theguardian.com
[15] bit.ly
[15] goodlawproject.org
[14] ppe.pl

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

Top Domains in Tweet in G3:
[57] twitter.com
[25] co.uk
[6] co.za
[4] theguardian.com
[4] blogspot.com
[3] peing.net
[3] breitbart.com
[3] cbc.ca
[3] facebook.com
[3] europapress.es

Top Domains in Tweet in G4:
[3] youtube.com
[2] twitter.com
[1] nazis.es
[1] ccma.cat
[1] cadenaser.com
[1] google.com
[1] lopinion.fr
[1] epp.eu

Top Domains in Tweet in G5:
[11] twitter.com
[4] co.uk
[3] theguardian.com
[1] itv.com

Top Domains in Tweet in G6:
[16] twitter.com
[16] instagram.com
[11] youtube.com
[7] onelink.me
[7] sanook.com
[4] google.com
[3] bit.ly
[2] joox.com
[2] tiktok.com
[2] twitch.tv

Top Domains in Tweet in G7:
[5] twitter.com
[1] gov.uk

Top Domains in Tweet in G8:
[3] eldiario.es
[3] twitter.com
[2] europapress.es
[1] elespanol.com
[1] libertaddigital.com
[1] elmundo.es
[1] cadenaser.com
[1] theobjective.com

Top Domains in Tweet in G9:
[11] parliament.uk
[9] gov.uk
[3] co.uk
[2] twitter.com
[1] theguardian.com
[1] bylinetimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[249] ppe
[106] kdppe
[103] perthtanapon
[62] ptd_on_stage_seoul
[54] followbackfriday
[48] แตงโมต้องได้รับความยุติธรรม
[47] covid19
[43] hamiltonndlovu
[36] torycorruption
[35] perthsday21



Top Hashtags in Tweet in G3:
[47] ppe
[12] safety
[8] covid19
[7] workwear
[5] healthandsafety
[5] safetyfirst
[5] hse
[4] health
[4] 篠崎こころ
[3] covid

Top Hashtags in Tweet in G4:
[11] ppe
[9] beyrouth
[5] liban
[4] nouvellefrance
[3] pecressenaufrage
[2] pecresse2022
[2] pecressedetresse
[2] alstom
[2] tusk
[1] finul

Top Hashtags in Tweet in G5:
[7] r4today
[6] ppe
[4] wato
[4] 50swomen
[3] covid19
[3] torycorruption
[3] toryrussianassets
[3] johnsonout46
[3] ukraine
[2] torycriminalsunfittogovern

Top Hashtags in Tweet in G6:
[105] kdppe
[102] perthtanapon
[62] ptd_on_stage_seoul
[48] แตงโมต้องได้รับความยุติธรรม
[35] perthsday21
[26] แตงโมต้องไม่ตายฟรี
[17] ต้าห์อู๋
[17] bts
[12] lazicon
[12] taehyung

Top Hashtags in Tweet in G7:
[3] torycorruption
[3] ppe
[2] partygate
[1] deadwood
[1] borisout
[1] torytraitors
[1] gtto

Top Hashtags in Tweet in G8:
[45] ppe
[6] derechoshumanos
[5] pp
[4] castillayleon
[4] cyl
[3] pactodelavergueenza
[2] vox
[1] conservatori
[1] coreadelsud
[1] vivapolonia

Top Hashtags in Tweet in G9:
[2] nhs
[2] johnsonout44
[1] followbackfriday

Top Hashtags in Tweet in G10:
[12] ukraine
[12] refugees
[1] covid
[1] climate
[1] pritipatel

Top Words
Top Words in Tweet in Entire Graph:
[3360] ppe
[2220] prices
[1704] ว
[1175] mps
[1147] food
[1144] energy
[1141] high
[1136] stop
[1126] insurance
[1116] national

Top Words in Tweet in G1:
[2065] prices
[1043] adilray
[1034] rise
[1034] energy
[1033] national
[1033] insurance
[1032] yesterday
[1032] mps
[1032] voted
[1032] stop

Top Words in Tweet in G2:
[1558] ว
[780] ช
[779] เห
[779] นแว
[779] บๆเหม
[779] อนตอนท
[779] รพ
[779] ย
[779] งไม
[779] แจงอะไร

Top Words in Tweet in G3:
[281] ppe
[47] #ppe
[40] more
[33] covid
[27] money
[23] safety
[22] contracts
[21] today
[20] government
[20] ด

Top Words in Tweet in G4:
[352] ppe
[176] donaldtuskepp
[172] vpecresse
[159] krls
[157] lesrepublicains
[135] chjacob77
[125] amb
[120] els
[117] pacte
[116] veig

Top Words in Tweet in G5:
[159] ppe
[47] money
[43] borisjohnson
[39] contracts
[36] billion
[33] covid
[31] track
[28] trace
[24] wasted
[24] tory

Top Words in Tweet in G6:
[181] น
[150] ร
[139] ม
[111] ว
[108] ก
[108] อ
[105] #kdppe
[102] #perthtanapon
[101] ต
[96] ท

Top Words in Tweet in G7:
[172] ppe
[142] haveigotnews
[140] covid
[137] govt
[137] burn
[134] reveals
[134] plans
[134] unused
[134] rate
[134] 500

Top Words in Tweet in G8:
[89] ppe
[63] partido
[53] popular
[52] presidente
[52] tusk
[50] europeo
[50] triste
[45] #ppe
[45] donald
[45] sorpresa

Top Words in Tweet in G9:
[265] ppe
[259] jolyonmaugham
[153] much
[111] few
[110] contracts
[105] know
[105] favoured
[105] making
[105] buckle
[65] 000

Top Words in Tweet in G10:
[171] ppe
[149] 15
[148] berniespofforth
[148] everyone
[148] government
[148] unusable
[147] shhh
[147] whilst
[147] distracted
[147] burning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1107] national,insurance
[1102] energy,bills
[1101] yesterday,mps
[1101] mps,voted
[1101] voted,stop
[1101] stop,national
[1101] insurance,rise
[1101] rise,high
[1101] high,energy
[1101] bills,food

Top Word Pairs in Tweet in G1:
[1032] yesterday,mps
[1032] mps,voted
[1032] voted,stop
[1032] stop,national
[1032] national,insurance
[1032] insurance,rise
[1032] rise,high
[1032] high,energy
[1032] energy,bills
[1032] bills,food

Top Word Pairs in Tweet in G2:
[779] เห,นแว
[779] นแว,บๆเหม
[779] บๆเหม,อนตอนท
[779] อนตอนท,รพ
[779] รพ,ย
[779] ย,งไม
[779] งไม,ช
[779] ช,แจงอะไร
[779] แจงอะไร,เพราะถามพยาบาลแล
[779] เพราะถามพยาบาลแล,วพยาบาลก

Top Word Pairs in Tweet in G3:
[12] ppe,contracts
[9] ด,ppe
[9] covid,19
[9] read,more
[8] ช,ด
[8] stock,prices
[7] مساج,و
[7] و,تدليك
[7] تدليك,عاجل
[7] عاجل,هام

Top Word Pairs in Tweet in G4:
[162] donaldtuskepp,ppe
[116] ppe,pacte
[115] veig,molts
[115] molts,caigut
[115] caigut,trampa
[115] trampa,donaldtuskepp
[115] pacte,amb
[115] amb,els
[115] els,feixistes
[115] feixistes,v0x

Top Word Pairs in Tweet in G5:
[36] ppe,contracts
[27] track,trace
[15] unusable,ppe
[13] dodgy,ppe
[13] cost,living
[13] borisjohnson,re
[13] re,going
[13] going,burn
[13] burn,lorry
[13] lorry,loads

Top Word Pairs in Tweet in G6:
[54] #kdppe,#perthtanapon
[51] ร,บความย
[51] บความย,ต
[49] #แตงโมต,องได
[49] องได,ร
[48] ต,ธรรม
[30] #perthtanapon,#kdppe
[29] ว,นน
[26] #แตงโมต,องไม
[26] องไม,ตายฟร

Top Word Pairs in Tweet in G7:
[134] govt,reveals
[134] reveals,plans
[134] plans,burn
[134] burn,unused
[134] unused,covid
[134] covid,ppe
[134] ppe,rate
[134] rate,500
[134] 500,lorryloads
[134] lorryloads,month

Top Word Pairs in Tweet in G8:
[49] partido,popular
[45] triste,sorpresa
[44] popular,europeo
[44] donald,tusk
[41] presidente,partido
[41] europeo,#ppe
[41] #ppe,donald
[41] tusk,recibido
[41] recibido,triste
[41] sorpresa,noticia

Top Word Pairs in Tweet in G9:
[108] ppe,contracts
[105] know,much
[105] much,favoured
[105] favoured,few
[105] few,making
[105] making,ppe
[105] contracts,buckle
[104] jolyonmaugham,know
[64] 15,000
[64] 000,pallets

Top Word Pairs in Tweet in G10:
[147] shhh,whilst
[147] whilst,everyone
[147] everyone,distracted
[147] distracted,government
[147] government,burning
[147] burning,billion
[147] billion,tax
[147] tax,funded
[147] funded,unusable
[147] unusable,ppe

Top Replied-To
Top Replied-To in Entire Graph:
@lesrepublicains
@ppe__b
@vpecresse
@monyo_ppe
@krls
@jolyonmaugham
@bychrismarch
@ao_ppe
@ppe_po12
@monchi_mu

Top Replied-To in G1:
@adilray
@angrywokebunny
@mazwilko1
@toffeem59261758
@whensthenextgig

Top Replied-To in G3:
@eastworkgloves

Top Replied-To in G4:
@lesrepublicains
@vpecresse
@krls
@chjacob77
@pygz1
@dracs1714
@mmeaas2a
@michelbarnier
@jmaryli
@senateurjgm

Top Replied-To in G5:
@jeremyvineon5
@emilyhewertson
@conservatives
@nadinedorries
@borisjohnson
@rishisunak
@campbellclaret
@karlturnermp
@bbclaurak
@walterbilas

Top Replied-To in G6:
@perthppe
@moe_ppe
@moo_katoon_ppe
@makemacan
@bplannnnn
@mxxt_ppe
@ohmpawatt
@perthsbabe
@yui_ooo__
@keamika

Top Replied-To in G7:
@johnredwood
@haveigotnews
@vwalley25
@mygineration
@englishmanadam
@ggriffithsbrown
@bbcrosatkins
@red65dave

Top Replied-To in G8:
@gquirogagonzalo
@petregiamp
@garaupina
@mariapintofdez
@eldiarioes
@pedro_casares
@mjesuscalderon
@debatalrojovivo
@carlesenric
@manhattanmanone

Top Replied-To in G9:
@jolyonmaugham
@matthancock
@mrpmharrison
@xav18r
@yanoula1

Top Replied-To in G10:
@q34290092
@berniespofforth
@lapogus1

Top Mentioned
Top Mentioned in Entire Graph:
@adilray
@ihateps
@ppe
@jolyonmaugham
@donaldtuskepp
@vpecresse
@berniespofforth
@haveigotnews
@krls
@chjacob77

Top Mentioned in G1:
@adilray
@christi60160688
@mrrobertbob1
@tobyontv
@houseofwutang
@angrywokebunny
@harveyfirestone
@daisykirsch
@domdyer70
@nevillesouthall

Top Mentioned in G2:
@ihateps

Top Mentioned in G3:
@nikopol
@ftpzq4cj0zqt00l
@lyricalsmashing
@unapologetic72
@patriautic
@compujobs

Top Mentioned in G4:
@ppe
@donaldtuskepp
@vpecresse
@krls
@chjacob77
@lesrepublicains
@avecvalerie
@manfredweber
@donaldtusk
@i_maruny

Top Mentioned in G5:
@borisjohnson
@rishisunak
@wendbloo
@vanmaneuro
@conservatives
@nadinedorries
@maisongladys
@kwasikwarteng
@finolaoneill
@theandrewsharpe

Top Mentioned in G6:
@perthppe
@bts_twt
@ppetrends
@boonzoonlee
@iam_treewi
@keamika
@perthplangun
@allaroundperth
@bplannnnn
@starfmthailand

Top Mentioned in G7:
@haveigotnews
@thee_roxy_cox
@adilray
@martinremains
@jamesearpmusic
@johnredwood
@busterpell
@goodlawproject
@jolyonmaugham
@chrisralliance

Top Mentioned in G8:
@ppe
@euroefe
@populares
@pablocasado_
@ppe_es
@epp
@giorgiameloni
@pdnetwork
@forza_italia
@legasalvini

Top Mentioned in G9:
@jolyonmaugham
@_adamyoung
@adilray
@wesstreeting
@blaenaugwentmp
@m0manemoproblem
@allthecitizens
@bylinetimes
@haveigotnews
@frasersouthey

Top Mentioned in G10:
@berniespofforth
@geezerpaulr
@rodbishop15
@jolyonmaugham
@adilray
@thee_roxy_cox
@suziewo20886208
@jebear

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@kirin_brewery
@suntory
@asahibeer_jp
@caramelcorn1971
@kfc_jp
@711sej
@kirin_company
@asahiinryo_jp
@biccamerae

Top Tweeters in G1:
@roblwilson
@hazelglasgow
@fleming77
@childofalba
@pingachoo
@mrs_coyle
@caravaggio12
@magapanthus
@shambles151
@bernardmceldown

Top Tweeters in G2:
@nnaatwk
@rxndxz_
@crayonshinchu
@hellosunflow_r
@eangaoeyyy
@blololm
@iceyaiyaiyaiya
@stnpz
@nnucknick
@himmelllsky

Top Tweeters in G3:
@timeslive
@guylongworth
@nanyangpress
@choi_ggee
@power987news
@umonline
@mo_gardiner
@quediario
@powerfm987
@scamzel

Top Tweeters in G4:
@loupo85
@maguyboivin
@francemob
@sol121nadia
@ivanvoinitski
@sasam1714
@monterhusmore
@broggielisa
@egarcamp111
@9jrib9

Top Tweeters in G5:
@bbcnews
@irisstylosa
@superbikeal
@cristinaprkr
@trackntracer
@thomasevansadur
@2spencerroad
@fascinatorfun
@susanchubb1
@ladyjules_cath

Top Tweeters in G6:
@lovertk323
@noonathty
@schinarat
@boonzoonlee
@memeaw_k
@_rmismysunshine
@8xwrvleoj0iurfd
@md_ppe
@ppe2003perth
@ys_ppe

Top Tweeters in G7:
@astwisa
@marciaj64
@imoanalothutchy
@1kilroywashere
@johnandi
@marcuschown
@garrylloydthom2
@scarbro8
@jenengl
@burtsbikebits

Top Tweeters in G8:
@locuspolitikus
@getaparo
@garaupina
@abc_es
@enedina37049621
@mariaredondo18
@elmundoes
@a3noticias
@nachoanon
@eldiarioes

Top Tweeters in G9:
@gallimaufrey777
@nanayasleeps
@paddynenagh
@bertoltbrechts
@alexbellars
@andy_n2000
@chloe4711
@williamnb
@glyniswinestein
@billleslie181

Top Tweeters in G10:
@juliebjewellery
@valerimelnyczuk
@karengilly
@juliastratton4
@yasthetwit
@rosemarykirk
@greenoakframing
@bernameaden
@deedy2201
@luddym


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