PPE, Twitter, 9/1/2022 10:26:25 AM, 281072


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PPE_2022-09-01_02-31-29.xlsx
PPE_2022-09-01_02-31-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 01, 2022
Short Description:
PPE via NodeXL https://bit.ly/3Roakjs
@suesuezep
@hjparkhill
@mikegalsworthy
@trackntracer
@michaelrosenyes
@ppe_sale
@62_elizay
@youarelobbylud
@samanthataghoy
@mackayim

Top hashtags:
#ppe
#kisfargerxmileapo
#kdppe
#perthtanapon
#milephakphum
#宮本彩希
#nnattawin
#ppe41

Description:
Description
The graph represents a network of 7,919 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 Thursday, 01 September 2022 at 09:37 UTC.

The requested start date was Thursday, 01 September 2022 at 00:01 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, 8-hour, 46-minute period from Monday, 29 August 2022 at 03:34 UTC to Wednesday, 31 August 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 : 7919
Unique Edges : 4454
Edges With Duplicates : 12115
Total Edges : 16569
Number of Edge Types : 5
Replies to : 1355
Retweet : 5335
MentionsInRetweet : 6717
Tweet : 1485
Mentions : 1677
Self-Loops : 1511
Reciprocated Vertex Pair Ratio : 0.014123006833713
Reciprocated Edge Ratio : 0.0278526504941599
Connected Components : 1036
Single-Vertex Connected Components : 360
Maximum Vertices in a Connected Component : 3837
Maximum Edges in a Connected Component : 8867
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 4.58134
Graph Density : 0.000142003585750023
Modularity : 0.52787
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,919 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 Thursday, 01 September 2022 at 09:37 UTC.

The requested start date was Thursday, 01 September 2022 at 00:01 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, 8-hour, 46-minute period from Monday, 29 August 2022 at 03:34 UTC to Wednesday, 31 August 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:
[11] https://mdpr.jp/interview/3326970
[10] https://techcrunch.com/2022/08/30/medu-4m-reusable-ppe/
[5] https://www.ilmessaggero.it/politica/centrodestra_programma_weber_cosa_ha_detto_sulla_meloni-6899268.html
[5] https://www.repubblica.it/politica/2022/08/30/news/salvini_meloni_ppe_elezioni-363402445/
[5] https://twitter.com/HJParkhill/status/1564511950381502464
[5] https://twitter.com/hjparkhill/status/1564511950381502464
[5] https://www.dailymail.co.uk/news/article-10774353/Government-refusal-publish-contracts-PPE-firm-linked-Michelle-Mone-reeks-cover-up.html
[5] https://www.etsy.com/uk/ZebraMingo/listing/1072211321/wash-bag-make-up-bag-ppe-bag-sloth?utm_campaign=Share&utm_medium=social_organic&utm_source=MSMT&utm_term=so.smt&share_time=1660986077000
[4] https://www.news24.com/amp/news24/southafrica/news/limpopo-committee-want-answers-after-rushed-spending-on-covid-19-ppe-goes-from-r250m-to-r500m-20200818
[4] https://www.transparency.org.uk/track-and-trace-uk-PPE-procurement-corruption-risk-VIP-lane

Top URLs in Tweet in G1:
[1] https://www.mrw.co.uk/news/labour-criticises-cost-of-surplus-ppe-storage-in-uk-and-china-08-08-2022/
[1] https://twitter.com/NadineDorries/status/1564634203618250760

Top URLs in Tweet in G2:
[3] https://twitter.com/HJParkhill/status/1564511950381502464
[1] https://twitter.com/EssexPR/status/1564655880112676864
[1] https://twitter.com/Drew_Shardlow/status/1563855008545837056
[1] https://twitter.com/publicpriestley/status/1564573740649926658
[1] https://twitter.com/bladeofthes/status/1564606959390789643
[1] https://twitter.com/hjparkhill/status/1564511950381502464

Top URLs in Tweet in G3:
[1] https://twitter.com/Jon_Bowen/status/1564583519892000768
[1] https://twitter.com/hjparkhill/status/1564511950381502464
[1] https://www.bbc.co.uk/news/uk-62719525
[1] https://twitter.com/mikegalsworthy/status/1564551502026481664
[1] https://goodlawproject.org/news/ppe-to-go-up-in-smoke/?utm_source=Twitter&utm_campaign=10bn%20waste%20010222&utm_medium=social%20media

Top URLs in Tweet in G4:
[8] https://techcrunch.com/2022/08/30/medu-4m-reusable-ppe/
[4] https://www.dailymail.co.uk/sciencetech/article-11157463/Used-COVID-19-masks-isolation-gowns-rubber-gloves-make-concrete-22-stronger.html?ico=topics_pagination_desktop
[4] https://gettr.com/post/p1ovk702bcd
[2] https://twitter.com/CarloCalenda/status/1564486873145294848
[2] https://www.corriere.it/economia/aziende/22_agosto_30/weber-gas-solidarieta-ue-d595f724-27d0-11ed-83db-919b375d30ef.shtml
[2] https://www.marunadanmalayalee.com/news/special-report/ppe-kit-301213
[2] https://www.repubblica.it/politica/2022/08/30/news/salvini_meloni_ppe_elezioni-363402445/
[2] https://metlabppe.co.uk/
[2] https://rudamans.com/online/page/2/?s=CASE&post_type=product&dgwt_wcas=1
[2] https://twinybots.ch/

Top URLs in Tweet in G5:
[3] https://www.theguardian.com/business/2022/aug/28/widespread-child-hunger-cost-of-living-crisis-free-meals?CMP=share_btn_tw
[3] https://www.transparency.org.uk/track-and-trace-uk-PPE-procurement-corruption-risk-VIP-lane
[1] https://twitter.com/_steverojo/status/1564863622165286912
[1] https://graham100200.medium.com/why-are-we-putting-up-with-these-people-72963c3d046d
[1] https://twitter.com/edwina_currie/status/1564906743477534720
[1] https://twitter.com/leemyrtown/status/1564915175722991617
[1] https://www.independent.co.uk/news/uk/home-news/army-tank-fleet-trial-pause-b1858766.html?amp
[1] https://twitter.com/timespolitics/status/1564527289731371008
[1] https://twitter.com/barbarasutton15/status/1564008448295141376
[1] https://amp.theguardian.com/uk-news/2022/apr/29/nca-launches-investigation-ppe-firm-linked-to-michelle-mone

Top URLs in Tweet in G6:
[1] https://twitter.com/terry__fay/status/1564584756628668422
[1] https://twitter.com/bmay/status/1563089398174216196
[1] https://www.bma.org.uk/news-and-opinion/supply-of-ppe-inadequate-finds-report
[1] https://www.youtube.com/watch?v=1tqxzWdKKu8


Top URLs in Tweet in G7:
[2] https://www.5.ua/regiony/zsu-nakryly-bazu-rosiian-u-beryslavi-kilka-postiv-ta-sklad-rusni-bratchuk-286218.html?utm_source=twitter&utm_medium=social&utm_campaign=smm
[2] https://www.5.ua/suspilstvo/svaty-tse-informatsiina-zbroia-rena-marutian-poiasnyla-iak-diie-miaka-syla-u-smyslovii-viini-286345.html?utm_source=twitter&utm_medium=social&utm_campaign=smm
[2] https://www.5.ua/regiony/u-khersoni-ta-v-raioni-antonivskoho-mostu-prolunaly-vybukhy-zmi-286384.html?utm_source=twitter&utm_medium=social&utm_campaign=smm
[2] https://www.5.ua/suspilstvo/pereprava-moskovytiv-bula-feierychno-znyshchena-natalia-humeniuk-pro-sytuatsiiu-na-pivdni-286400.html?utm_source=twitter&utm_medium=social&utm_campaign=smm
[2] https://www.5.ua/svit/ssha-dopomahaly-ukraini-hotuvatysia-do-kontrnastupu-chynovnyk-biloho-domu-rozpoviv-iak-same-286397.html?utm_source=twitter&utm_medium=social&utm_campaign=smm
[2] https://censor.net/ua/p3363693
[2] https://censor.net/ua/n3363670
[2] https://censor.net/ua/n3363692
[2] https://prm.ua/dbr-porushylo-spravu-proty-heneral-mayora-kryvonosa-za-oboronu-aeroportu-kyiv-zhurnalist/
[2] https://prm.ua/misiia-mahate-vyrushyla-v-bik-zaporizkoi-aes/

Top URLs in Tweet in G9:
[2] https://www.makuake.com/project/dukk/
[2] https://ses-plus.jp/useful/work-technique/867/
[2] http://item.rakuten.co.jp/zakkashop/32632/
[2] https://pages.pmang.jp/lostark/posts/5207
[2] https://facla.jp/
[1] https://toycard.info
[1] http://www.cyberhoney.rekoo.co.jp/
[1] https://h1o-web.com/
[1] https://park.ajinomoto.co.jp/recipe/card/800842/?scid=ptw_AJICFS_2022082407&ts=1661938089
[1] https://drfone.wondershare.jp//ios-16-update.html

Top URLs in Tweet in G10:
[2] https://www.msn.com/en-gb/news/world/manhunt-after-girl-9-grabbed-and-dragged-away-in-park/ar-AA11gWnO?ocid=msedgntp&cvid=630e7f0729244f2ba112a9721b3a2f3e
[1] https://www.independent.co.uk/news/uk/politics/covid-unusable-ppe-burnt-fast-track-b2030820.html
[1] https://twitter.com/iridisalpha/status/1541051775792418816
[1] https://www.telegraph.co.uk/columnists/2022/08/30/boris-johnson-can-never-forgiven-sacrificing-britain-net-zero/
[1] https://www.theguardian.com/media/2022/aug/30/jeremy-vine-breached-impartiality-rules-over-safe-cycling-remarks-says-bbc
[1] https://www.thenational.scot/news/20018060.leaked-emails-show-michael-gove-involved-lucrative-ppe-contracts-deal/
[1] https://twitter.com/JerrykoolKeogh/status/1541325185776771072
[1] https://www.thetimes.co.uk/article/a2040f42-2878-11ed-a830-74a6c8fbb722?shareToken=cf2a03c0c7355775cfd501b91401d126

Top Domains
Top Domains in Tweet in Entire Graph:
[149] twitter.com
[36] co.uk
[31] ppe.pl
[30] youtube.com
[16] co.jp
[15] theguardian.com
[14] repubblica.it
[13] informazione.it
[12] espreso.tv
[12] ukrinform.ua

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

Top Domains in Tweet in G2:
[8] twitter.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] co.uk
[1] goodlawproject.org

Top Domains in Tweet in G4:
[45] twitter.com
[16] co.uk
[13] informazione.it
[8] techcrunch.com
[7] youtube.com
[5] amazon.com
[4] gettr.com
[3] blogspot.com
[3] co.jp
[3] co.th

Top Domains in Tweet in G5:
[8] twitter.com
[4] theguardian.com
[3] org.uk
[2] co.uk
[1] medium.com
[1] parliament.uk

Top Domains in Tweet in G6:
[2] twitter.com
[1] org.uk
[1] youtube.com

Top Domains in Tweet in G7:
[12] espreso.tv
[12] ukrinform.ua
[11] 5.ua
[11] com.ua
[10] censor.net
[9] prm.ua
[5] gov.ua
[4] youtube.com
[3] t.me
[3] eurosolidarity.org

Top Domains in Tweet in G9:
[4] co.jp
[2] makuake.com
[2] ses-plus.jp
[2] pmang.jp
[2] facla.jp
[2] twitter.com
[2] emomiu.jp
[1] toycard.info
[1] h1o-web.com
[1] wondershare.jp

Top Domains in Tweet in G10:
[3] co.uk
[2] twitter.com
[2] msn.com
[1] theguardian.com
[1] thenational.scot

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[180] ppe
[57] kisfargerxmileapo
[39] kdppe
[36] perthtanapon
[30] milephakphum
[24] 宮本彩希
[24] nnattawin
[23] ppe41
[23] safety
[21] キャンペーン



Top Hashtags in Tweet in G1:
[1] torycorruption
[1] pmpennywise
[1] rottencabal

Top Hashtags in Tweet in G2:
[5] ppe
[2] tories
[2] toriesout54
[1] costofliving
[1] corruptgovt
[1] nhs
[1] enoughlsenough
[1] johnsonout218
[1] torysewageparty

Top Hashtags in Tweet in G3:
[6] ppe
[2] economic
[2] fraud
[2] tax
[2] tories
[1] torycriminals
[1] torycriminalsunfittogovern
[1] torysewageparty
[1] energy
[1] toriesout

Top Hashtags in Tweet in G4:
[41] ppe
[7] safety
[5] construction
[5] 篠崎こころ
[5] bs2022
[4] staysafe
[4] 金髪ショー党
[4] 宇宙一可愛い
[3] safetyfirst
[3] えなこ

Top Hashtags in Tweet in G5:
[4] torycostofgreedcrisis
[4] torycorruption
[1] toriesout55
[1] johnsonout219
[1] torycriminalsunfittogovern
[1] costoflivingcrisis
[1] conservativeparty
[1] borisjohnson
[1] torycriminals
[1] toryleadershipfarce

Top Hashtags in Tweet in G6:
[1] tellatorythetruth
[1] torylies
[1] toryshitparty

Top Hashtags in Tweet in G7:
[11] новини
[2] зсу
[2] сша
[1] тижденьвцифрах
[1] заборонаупцмпвимагаю

Top Hashtags in Tweet in G8:
[8] pricecap
[8] pnrr
[2] berlusconi
[2] forzaitalia
[1] 25settembre
[1] draghi
[1] ppe
[1] salvini

Top Hashtags in Tweet in G9:
[19] キャンペーン
[18] プレゼント
[15] amazonギフト券
[10] 懸賞
[8] 当選報告
[6] プレゼント企画
[5] ジョイ泡スプレー
[5] pr
[4] サーティワン
[4] 夏休み

Top Hashtags in Tweet in G10:
[1] thesecretcurriculum

Top Words
Top Words in Tweet in Entire Graph:
[4729] ppe
[1366] being
[1333] tory
[1227] mone
[1222] michelle
[1221] peer
[1221] china
[1218] buy
[1214] allowed
[1210] 46m

Top Words in Tweet in G1:
[1025] ppe
[1005] suesuezep
[1003] tory
[1000] peer
[1000] mone
[1000] being
[1000] allowed
[1000] china
[997] going
[997] michelle

Top Words in Tweet in G2:
[842] ppe
[785] hjparkhill
[726] pandemic
[703] left
[697] during
[696] face
[696] shields
[695] each
[695] boxes
[695] 200

Top Words in Tweet in G3:
[544] mikegalsworthy
[534] see
[533] billion
[532] trace
[531] much
[531] failed
[531] test
[530] further
[529] cost
[529] govt

Top Words in Tweet in G4:
[257] ppe
[49] و
[47] في
[46] مساج
[46] الرياض
[46] جدة
[37] #ppe
[34] مختصين
[29] الان
[27] 24

Top Words in Tweet in G5:
[201] ppe
[73] trace
[57] track
[53] government
[51] billions
[48] money
[47] contracts
[44] tory
[34] billion
[31] useless

Top Words in Tweet in G6:
[438] ppe
[334] one
[168] time
[168] came
[167] consultant
[167] beginning
[167] enough
[167] second
[167] hand
[166] michaelrosenyes

Top Words in Tweet in G7:
[144] format_ppe
[71] в
[69] на
[61] не
[56] за
[54] з
[52] у
[52] і
[33] що
[32] а

Top Words in Tweet in G8:
[163] ppe
[152] reneweurope
[151] nel
[147] salvini
[119] carlocalenda
[117] non
[117] liberali
[116] sono
[109] io
[109] titoli

Top Words in Tweet in G9:
[41] をフォロー
[40] フォロー
[36] 応募方法
[24] 31
[21] 23
[19] #キャンペーン
[18] #プレゼント
[18] この投稿をrt
[15] 応募させていただきます
[15] 30

Top Words in Tweet in G10:
[24] ppe
[20] money
[14] people
[11] government
[11] right
[10] energy
[10] billions
[9] over
[9] care
[9] country

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1219] tory,peer
[1219] michelle,mone
[1209] peer,michelle
[1206] mone,being
[1206] being,allowed
[1206] allowed,buy
[1206] buy,46m
[1190] ppe,china
[1172] unfit,purpose
[1171] 46m,unfit

Top Word Pairs in Tweet in G1:
[1000] tory,peer
[997] going,tory
[997] peer,michelle
[997] michelle,mone
[997] mone,being
[997] being,allowed
[997] allowed,buy
[997] buy,46m
[997] 46m,unfit
[997] unfit,purpose

Top Word Pairs in Tweet in G2:
[697] during,pandemic
[695] each,boxes
[695] boxes,200
[695] 200,face
[695] face,shields
[695] shields,surplus
[695] surplus,ppe
[695] ppe,bought
[695] bought,during
[695] pandemic,ve

Top Word Pairs in Tweet in G3:
[531] test,trace
[529] mikegalsworthy,see
[528] see,billion
[528] billion,11
[528] 11,nearly
[528] nearly,cost
[528] cost,much
[528] much,govt
[528] govt,failed
[528] failed,test

Top Word Pairs in Tweet in G4:
[25] سبا,زيارات
[25] زيارات,منزلية
[25] منزلية,و
[25] و,فندقية
[25] في,الرياض
[25] جدة,ه
[25] ه,نا
[25] نا,الان
[25] 24,ساعة
[22] الرياض,جدة

Top Word Pairs in Tweet in G5:
[55] track,trace
[35] ppe,contracts
[21] useless,ppe
[18] 200k,dead
[17] test,trace
[17] michelle,mone
[16] ppe,china
[16] davesumnersmith,borisjohnson
[16] borisjohnson,idea
[16] idea,clown

Top Word Pairs in Tweet in G6:
[167] consultant,beginning
[167] beginning,enough
[167] enough,ppe
[167] ppe,one
[167] one,time
[167] time,ppe
[167] ppe,came
[167] came,second
[167] second,hand
[167] hand,one

Top Word Pairs in Tweet in G7:
[24] arwigrindi,format_ppe
[9] format_ppe,а
[6] у,тимчасово
[6] тимчасово,окупованому
[6] format_ppe,це
[5] і,не
[5] те,що
[5] в,україні
[5] format_ppe,тому
[5] тому,що

Top Word Pairs in Tweet in G8:
[116] nel,ppe
[111] salvini,non
[110] non,nel
[110] reneweurope,liberali
[109] ppe,io
[109] io,sono
[109] sono,reneweurope
[109] liberali,titoli
[109] titoli,stravaganti
[109] stravaganti,provare

Top Word Pairs in Tweet in G9:
[12] 23,59まで
[11] 31,水
[10] をフォロー,この投稿をrt
[9] をフォロー,このツイートをrt
[7] 31,23
[7] 30,火
[6] フォロー,#キャンペーン
[6] フォロー,rtで当たる
[6] 水,23
[4] #プレゼント,応募方法

Top Word Pairs in Tweet in G10:
[6] tory,government
[5] don,care
[4] rushed,hospital
[4] sadiq,khan
[4] pickomorpheus,antmiddleton
[4] two,brits
[4] net,zero
[3] drneenajha,lbc
[3] lbc,money
[3] money,dumped

Top Replied-To
Top Replied-To in Entire Graph:
@format_ppe
@ppe_doo
@edwina_currie
@essexpr
@craigwhoy1
@matthancock
@fai_ppe
@mikegalsworthy
@hjparkhill
@ppe__b

Top Replied-To in G1:
@suesuezep
@chrisclarksonmp
@cool_grandad
@ann30598529

Top Replied-To in G2:
@hjparkhill
@ronniemarkets
@anna_soubry
@sajidjavid
@coldwarsteve
@svelji
@yelseldusty
@mishkab
@gingerelvis
@cornwelldaniel

Top Replied-To in G3:
@mikegalsworthy
@jujuliagrace
@yorksbylines
@nigethugrug
@garyhall_0
@worriedgrandma7
@justinsmith33j
@dayeskimo

Top Replied-To in G5:
@edwina_currie
@essexpr
@matthancock
@dcbmep
@skynews
@_robbiemoore
@belle_codes
@gbnews
@isabeloakeshott
@ukunionvoice

Top Replied-To in G6:
@annelaird31
@exasperatedtory
@grantshapps
@knittingqueenuk
@hjparkhill
@linusdaddy
@yaatamram
@marcus43677287
@alfred24226833

Top Replied-To in G7:
@format_ppe
@prm_ua
@nataliy94087733
@galapop2
@epravda
@dynamokyiv
@kotoryjel
@saniolli
@as7404542949
@yulia02012022

Top Replied-To in G8:
@carlocalenda
@carlogarzia
@repubblica

Top Replied-To in G9:
@rodin_present
@emo_miu
@hoppe_ppe_
@kensholandjp
@kumamotoakaussy
@nicogame_pr
@tours_master
@makeflow2016
@pachislotsummit
@sorajuku_online

Top Replied-To in G10:
@ppe_sale
@lbc
@drneenajha
@rhonddabryant
@morganpaulle
@pol_luke
@richardcalhoun
@beckettunite
@jackieclinch
@woolabrawonga

Top Mentioned
Top Mentioned in Entire Graph:
@suesuezep
@hjparkhill
@mikegalsworthy
@michaelrosenyes
@reneweurope
@carlocalenda
@parody_pm
@format_ppe
@nichola_hilltop
@panickars

Top Mentioned in G1:
@suesuezep
@dawn83903655
@hawkins_carole
@artemis0801
@hjparkhill
@erdmuted
@fr33palest1ne
@cool_grandad
@iancoll94354676
@petaluglypetal

Top Mentioned in G2:
@hjparkhill
@suesuezep
@bbcnottingham
@newsmutt
@trussliz
@vandutchmanxxx
@rcpwells
@livealittlehon
@mishkab
@mark_spencer

Top Mentioned in G3:
@mikegalsworthy
@hjparkhill
@suesuezep
@b1emw
@theonlypeterkay
@paulfearn68
@britain_people
@john4brexit
@mcnasty_m
@goodlawproject

Top Mentioned in G4:
@chinari____
@powerbymomblog
@no_ri_ppe_

Top Mentioned in G5:
@borisjohnson
@edwina_currie
@rishisunak
@garynic85441937
@davesumnersmith
@suesuezep
@socialistnhs
@conservatives
@belle_codes
@amrinedouglas

Top Mentioned in G6:
@michaelrosenyes
@yorks_queen
@suesuezep
@hjparkhill
@mrrobertbob1
@mikegalsworthy
@snb19692
@danielgoyal
@tfl
@elaine_patten

Top Mentioned in G7:
@format_ppe
@arwigrindi
@5channel
@censor_net
@prm_ua
@ukrinform
@espresotv
@europeanpravda
@servicessu
@light1065s

Top Mentioned in G8:
@reneweurope
@carlocalenda
@dantinicola
@carlogarzia
@matteorenzi
@ilgiornale
@cchiaruttini

Top Mentioned in G9:
@lounge_kyujin2
@joy_pg_japan
@iizukaautorace
@emo_miu
@sagakeiba
@firstclassjp
@zowa_original
@welcia_jp
@rodin_present
@bwegsd0fwqxblph

Top Mentioned in G10:
@lbc
@lord_sugar
@antmiddleton
@essexpr
@pickomorpheus
@morganpaulle
@uklabour
@allisonpearson
@liz_churchill1_
@jerrykoolkeogh

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@asahibeer_jp
@kfc_jp
@famima_now
@711sej
@koikeya_cp
@udonmarugame
@zazoomblog
@infoitinterno

Top Tweeters in G1:
@hazelglasgow
@cleggy261
@otivar55
@cathymcrorie
@mrs_coyle
@forumeditor
@carolehope2
@hawkins_carole
@robertgedge
@june4th

Top Tweeters in G2:
@wildwalkerwoman
@paulpaul49
@theroigner
@heather63262308
@annetteashley61
@bernardmceldown
@pennytindall
@kingsmeadmrt
@boogwinchester
@margo94

Top Tweeters in G3:
@roblwilson
@sandradunn1955
@tartancobweb
@avonan
@fiona_fionnagal
@shirleyyoung2
@argyllseaglass
@hrhstillstacie
@jazzaoxon
@samljpage

Top Tweeters in G4:
@zazoomblog
@infoitinterno
@ambulsiva
@news24_it
@bizcommunityit
@25at000
@ambrishgupta11
@alain_co
@powerbymomblog
@malayalam_live

Top Tweeters in G5:
@daily_express
@thesun
@skynews
@mailonline
@philmorandi
@trackntracer
@davidwcummins
@jagxjr40
@yrotitna
@peterjukes

Top Tweeters in G6:
@manchuriandevil
@ambeautifulshow
@caz5697
@starterpat
@marypcbuk
@idontmind64
@martinandrea86
@michaelrosenyes
@nigelheal
@ellih53

Top Tweeters in G7:
@smetanatborschu
@light1065s
@matamanyuk
@ukrinform
@5channel
@espresotv
@k3fcpryt
@dialog_ua
@ua__service
@xawkecbuoo44lxn

Top Tweeters in G8:
@mrcllznn
@angelinascanu
@ottovanz
@elvise1657
@robertosignore7
@raffaelepizzati
@mauriziosantin
@cafifal
@rosariot1970
@arcanodavvero

Top Tweeters in G9:
@ajinomotopark
@tvtokyo_pr
@nettoh_koshien
@monpetit_jp
@official_lajp
@rena01825722
@umikakuto
@welcia_jp
@linegift_jp
@bwegsd0fwqxblph

Top Tweeters in G10:
@richardcalhoun
@kindnessxx
@anniepop2027
@mexico1978r
@thetimes
@lbc
@flowersenglish
@framcoiser
@rob_e_dresser
@uk_sf_writer


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