PPE, Twitter, 6/23/2022 10:53:43 AM, 278627


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PPE_2022-06-23_02-31-29.xlsx
PPE_2022-06-23_02-31-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
PPE via NodeXL https://bit.ly/3xQXv91
@alternativeuk
@zero_4
@trackntracer
@beckettunite
@snb19692
@rmtunion
@cpjelmore
@beany_1
@electra316
@colin_e

Top hashtags:
#partygate
#ppe
#justin
#100days
#pavision2024
#kinnporschetheseries
#dramaartschula
#milephakphum

Description:
Description
The graph represents a network of 7,932 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, 23 June 2022 at 09:40 UTC.

The requested start date was Thursday, 23 June 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, 6-hour, 42-minute period from Monday, 20 June 2022 at 05:39 UTC to Wednesday, 22 June 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 : 7932
Unique Edges : 4935
Edges With Duplicates : 11829
Total Edges : 16764
Number of Edge Types : 5
MentionsInRetweet : 7073
Mentions : 1658
Retweet : 5283
Tweet : 1210
Replies to : 1540
Self-Loops : 1226
Reciprocated Vertex Pair Ratio : 0.00853260297060992
Reciprocated Edge Ratio : 0.0169208272404429
Connected Components : 877
Single-Vertex Connected Components : 285
Maximum Vertices in a Connected Component : 4033
Maximum Edges in a Connected Component : 9133
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.712748
Graph Density : 0.000152188826307182
Modularity : 0.54737
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,932 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, 23 June 2022 at 09:40 UTC.

The requested start date was Thursday, 23 June 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, 6-hour, 42-minute period from Monday, 20 June 2022 at 05:39 UTC to Wednesday, 22 June 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:
[9] https://www.thenational.scot/news/20018060.leaked-emails-show-michael-gove-involved-lucrative-ppe-contracts-deal/
[5] https://www.youtube.com/watch?v=ZFjLFqESxY0&feature=youtu.be

[4] https://www.thenational.scot/news/20018060.leaked-emails-show-michael-gove-involved-lucrative-ppe-contracts-deal/?ref=twtrec
[4] https://www.youtube.com/watch?v=gtZUIgwLud0&feature=youtu.be

[4] https://hindi.opindia.com/politics/assam-chief-minister-himanta-biswa-sarma-wife-riniki-manish-sisodia-defamation-ppe/
[4] https://www.independent.ie/irish-news/six-hse-staff-earned-over-500000-last-year-as-accounts-show-40m-of-ppe-and-hand-gel-due-to-expire-before-it-can-be-used-41774166.html
[3] https://live.shopee.co.th/universal-link/middle-page?id=97182&type=plan&deep_and_deferred=1#reminder
[3] https://news.stv.tv/politics/labour-deputy-leader-angela-rayner-raises-questions-about-ppe-company-medpro-linked-to-baroness-michelle-mone
[3] https://www.eventbrite.co.uk/e/ppe-at-oxford-talks-tickets-359422060057
[3] https://twitter.com/alternativeUK/status/1539146199445512194

Top URLs in Tweet in G1:
[4] https://www.thenational.scot/news/20018060.leaked-emails-show-michael-gove-involved-lucrative-ppe-contracts-deal/?ref=twtrec
[2] https://www.theguardian.com/politics/2021/jul/16/labour-accuses-gove-lying-extent-vetting-ppe-deals
[1] https://twitter.com/JMPSimor/status/1539491631161823233
[1] https://twitter.com/suesuezep/status/1538556166451625984

Top URLs in Tweet in G2:
[9] https://www.thenational.scot/news/20018060.leaked-emails-show-michael-gove-involved-lucrative-ppe-contracts-deal/
[3] https://news.stv.tv/politics/labour-deputy-leader-angela-rayner-raises-questions-about-ppe-company-medpro-linked-to-baroness-michelle-mone
[3] https://twitter.com/MartinJKeatings/status/1539167111305650176
[2] https://twitter.com/baxt86/status/1538957089745293312
[1] https://twitter.com/MattHancock/status/1537732570980532225
[1] https://www.bbc.co.uk/news/uk-politics-61894368
[1] https://www.opendemocracy.net/en/dark-money-investigations/record-profits-for-firm-involved-in-bungled-250m-ppe-deal/
[1] https://twitter.com/bbcbreaking/status/1539493591202013184
[1] https://twitter.com/DominiqueTaegon/status/1539170468967718912
[1] https://twitter.com/sophielouisecc/status/1539004759423721474

Top URLs in Tweet in G3:
[1] https://goodlawproject.org/news/ppe-to-go-up-in-smoke/
[1] https://amp.theguardian.com/world/2020/may/07/all-400000-gowns-flown-from-turkey-for-nhs-fail-uk-standards
[1] https://mobile.twitter.com/Heathersmith_23/status/1538864758060875779
[1] https://www.independent.co.uk/news/uk/politics/boris-johnson-news-carrie-times-hospital-visit-b2105573.html
[1] https://www.bbc.co.uk/news/uk-56125462
[1] https://twitter.com/WHO/status/1538998086005051392

Top URLs in Tweet in G4:
[1] https://twitter.com/EdSafetyUK/status/1538786178924699648
[1] https://twitter.com/abbiejamse/status/1539200484132667394

Top URLs in Tweet in G5:
[2] https://www.eurointegration.com.ua/news/2022/06/21/7141713/
[2] https://www.eurointegration.com.ua/news/2022/06/20/7141603/
[2] https://www.eurointegration.com.ua/news/2022/06/20/7141605/
[2] https://www.eurointegration.com.ua/news/2022/06/20/7141593/
[2] https://www.eurointegration.com.ua/news/2022/06/20/7141624/
[2] https://www.eurointegration.com.ua/news/2022/06/20/7141621/
[2] https://www.eurointegration.com.ua/news/2022/06/21/7141679/
[2] https://www.eurointegration.com.ua/news/2022/06/21/7141702/
[2] https://www.eurointegration.com.ua/news/2022/06/21/7141706/
[2] https://www.eurointegration.com.ua/news/2022/06/22/7141782/

Top URLs in Tweet in G6:
[2] https://www.thetimes.co.uk/article/michelle-mone-first-lady-of-lingerie-embroiled-in-criminal-investigation-over-200m-ppe-contract-qtc88z2xp?fbclid=IwAR3PgDK-UoLLfRL2Wmcd5l9U-hOmkZTaaChpHx9VGIs7uvCTBPOGGJMlk3k
[2] https://api.pinterest.com/url_shortener/21i9OjN/redirect/
[2] http://www.mspclimited.co.uk/
[2] https://www.youtube.com/watch?app=desktop&v=Jmc7nxL_1G8
[2] https://bttnusa.com/collections/ppe-gloves
[2] https://peing.net/ja/mita_ppe?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[1] https://www.xn--910b18f36be3w9rc.com/
[1] https://casugol.com/ppe
[1] https://www.deepalert.ai/wp-content/uploads/2022/04/DeepAlert-PPE-Compliance-Document-Updated-2022.pdf
[1] https://news.sky.com/story/storing-covid-related-ppe-costing-taxpayer-estimated-3-3m-a-week-government-says-as-households-feel-cost-of-living-crisis-squeeze-12603472

Top URLs in Tweet in G7:
[1] https://www.theguardian.com/uk-news/2022/apr/29/nca-launches-investigation-ppe-firm-linked-to-michelle-mone
[1] https://twitter.com/marinapurkiss/status/1539183592680697859
[1] https://twitter.com/DamianHastie/status/1538647751604445184

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=ZHEsN9UeEB8

[1] https://www.radiofrance.fr/franceinter/podcasts/cafe-europe/cafe-europe-du-dimanche-19-juin-2022-3988592
[1] https://multimedia.europarl.europa.eu/en/webstreaming/econ-committee-meeting_20220620-1500-COMMITTEE-ECON
[1] https://www.youtube.com/watch?v=Ey0S2B9CP3Y

[1] https://twitter.com/F_GregOrdonez/status/1537706459357667328

Top URLs in Tweet in G9:
[1] https://twitter.com/kayburley/status/1538796944876773376
[1] https://goodlawproject.org/news/ppe-to-go-up-in-smoke/?utm_source=Twitter&utm_campaign=10bn%20waste%20010222&utm_medium=social%20media
[1] https://twitter.com/CPJElmore/status/1539568386367160322

Top URLs in Tweet in G10:
[2] https://www.independent.co.uk/voices/matt-hancock-jess-phillips-ppe-contracts-peston-b1968727.html
[1] https://twitter.com/MimiJ9/status/1538916459639873536
[1] https://news.sky.com/story/shameful-and-toxic-mps-demand-answers-over-billions-of-ppe-going-up-in-smoke-12630903
[1] https://www.bmj.com/content/377/bmj.o1435

Top Domains
Top Domains in Tweet in Entire Graph:
[182] twitter.com
[55] youtube.com
[43] co.uk
[36] com.ua
[16] ppe.pl
[15] thenational.scot
[15] censor.net
[14] 5.ua
[13] theguardian.com
[12] prm.ua

Top Domains in Tweet in G1:
[4] thenational.scot
[2] theguardian.com
[2] twitter.com

Top Domains in Tweet in G2:
[20] twitter.com
[9] thenational.scot
[3] stv.tv
[2] theguardian.com
[1] co.uk
[1] opendemocracy.net
[1] thelondoneconomic.com
[1] goodlawproject.org
[1] theyworkforyou.com

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

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[36] com.ua
[15] censor.net
[14] 5.ua
[12] prm.ua
[7] espreso.tv
[6] twitter.com
[4] t.me
[3] youtube.com
[3] facebook.com
[3] gov.ua

Top Domains in Tweet in G6:
[57] twitter.com
[18] co.uk
[8] youtube.com
[3] co.za
[3] instagram.com
[3] bylinetimes.com
[3] ciop.pl
[3] bttnusa.com
[3] mcrsafetyeurope.com
[2] co.zw

Top Domains in Tweet in G7:
[2] twitter.com
[1] theguardian.com

Top Domains in Tweet in G8:
[2] youtube.com
[1] radiofrance.fr
[1] europa.eu
[1] twitter.com

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

Top Domains in Tweet in G10:
[2] co.uk
[1] twitter.com
[1] sky.com
[1] bmj.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[198] partygate
[137] ppe
[94] justin
[58] 100days
[58] pavision2024
[40] kinnporschetheseries
[33] dramaartschula
[29] milephakphum
[28] kdppe
[27] nnattawin



Top Hashtags in Tweet in G1:
[31] partygate
[1] ppe
[1] corruptgovernment
[1] toryrailstrike
[1] railstrikes

Top Hashtags in Tweet in G2:
[17] ppe
[11] partygate
[9] toryrailstrikes
[9] torycorruption
[7] brexit
[7] nhs
[6] costoflivingcrisis
[6] toryliars
[5] covid
[5] torycostoflivingcrisis

Top Hashtags in Tweet in G3:
[16] railstrikes
[2] partygate
[1] newsnight
[1] johnsonthecorruptpm
[1] longcovid

Top Hashtags in Tweet in G4:
[6] gmb
[6] grantshapps
[2] railstrikes
[1] wilfulnegligence
[1] solidarityrmt
[1] johnsonout148
[1] toryrailstrikes
[1] toryincompetence

Top Hashtags in Tweet in G5:
[13] новини
[2] історіївійни
[2] вірю_в_збройні_сили_україни
[2] stoprussia

Top Hashtags in Tweet in G6:
[54] ppe
[14] bs2022
[9] safety
[7] workwear
[6] partygate
[5] healthcare
[5] manishsisodia
[4] construction
[4] himantabiswasarma
[3] healthandsafety

Top Hashtags in Tweet in G7:
[1] gettoriesdone
[1] partygate
[1] nevertory

Top Hashtags in Tweet in G8:
[23] lavidaposible
[2] tempsforts
[2] agenda
[2] legislatives2022
[1] memoria
[1] europe
[1] fitfor55
[1] ukraine
[1] covid19
[1] bce

Top Hashtags in Tweet in G9:
[135] partygate
[4] ppe
[2] pmqs
[2] covid
[1] taxpayers

Top Hashtags in Tweet in G10:
[1] nhs
[1] heisathief
[1] johnsonthecorruptpm
[1] toryrailstrikes
[1] railstrikes
[1] neverforget
[1] ppe
[1] tory
[1] demandbetter
[1] johnsonout146

Top Words
Top Words in Tweet in Entire Graph:
[4336] ppe
[1088] taxpayer
[1073] क
[1050] question
[955] supply
[944] equipment
[939] companies
[913] owned
[911] fast
[906] someone

Top Words in Tweet in G1:
[830] ppe
[775] alternativeuk
[766] someone
[766] companies
[766] supply
[766] equipment
[765] serious
[765] question
[765] explain
[765] fast

Top Words in Tweet in G2:
[433] ppe
[209] trace
[190] track
[171] rmtunion
[164] paid
[158] billions
[157] nhs
[153] give
[148] years
[132] money

Top Words in Tweet in G3:
[866] taxpayer
[454] tory
[438] zero_4
[436] victoria
[436] paid
[433] rail
[432] mp
[432] atkins
[432] 16bn
[432] industry

Top Words in Tweet in G4:
[372] ppe
[357] victoria
[345] work
[340] beckettunite
[340] made
[339] belly
[339] without
[339] man
[338] 22nd
[338] march

Top Words in Tweet in G5:
[372] format_ppe
[110] не
[101] і
[100] на
[89] в
[65] з
[60] у
[53] що
[52] а
[49] до

Top Words in Tweet in G6:
[208] ppe
[54] #ppe
[26] contracts
[25] covid
[20] more
[19] money
[19] pay
[19] safety
[18] equipment
[16] during

Top Words in Tweet in G7:
[315] billion
[263] cost
[219] year
[217] snb19692
[149] ppe
[137] public
[137] pay
[135] workers
[134] brexit
[131] award

Top Words in Tweet in G8:
[127] fxbellamy
[101] oliviermarleix
[85] travail
[84] hauteur
[84] vue
[84] fond
[84] constance
[84] convictions
[84] intégrité
[84] exigeante

Top Words in Tweet in G9:
[141] ppe
[136] question
[135] answer
[135] answers
[135] #partygate
[134] cpjelmore
[134] prime
[134] minister
[134] clearer
[134] much

Top Words in Tweet in G10:
[72] taxpayer
[67] 000
[64] foreign
[64] secretary
[64] johnson
[64] tried
[64] 100
[64] funded
[64] job
[62] gullssinceaboy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[907] ppe,equipment
[901] supply,ppe
[895] fast,tracked
[893] serious,question
[893] question,someone
[893] someone,explain
[893] explain,companies
[893] companies,fast
[893] tracked,supply
[893] equipment,owned

Top Word Pairs in Tweet in G1:
[765] serious,question
[765] question,someone
[765] someone,explain
[765] explain,companies
[765] companies,fast
[765] fast,tracked
[765] tracked,supply
[765] supply,ppe
[765] ppe,equipment
[765] equipment,owned

Top Word Pairs in Tweet in G2:
[181] track,trace
[127] ve,front
[127] front,hear
[127] hear,dead
[127] dead,cat
[127] cat,bouncing
[127] bouncing,fund
[127] fund,nhs
[127] nhs,years
[127] years,give

Top Word Pairs in Tweet in G3:
[433] taxpayer,paid
[432] tory,mp
[432] mp,victoria
[432] victoria,atkins
[432] atkins,taxpayer
[432] paid,16bn
[432] 16bn,rail
[432] rail,industry
[432] industry,taxpayer
[432] taxpayer,seen

Top Word Pairs in Tweet in G4:
[339] made,work
[339] work,without
[339] without,ppe
[338] 22nd,march
[338] march,2020
[338] 2020,belly
[338] belly,mujinga
[338] mujinga,47
[338] 47,made
[338] ppe,concourse

Top Word Pairs in Tweet in G5:
[14] format_ppe,а
[11] format_ppe,перший
[11] перший,ворог
[11] ворог,бєня
[11] бєня,коломойський
[10] an051055,format_ppe
[9] format_ppe,так
[9] format_ppe,і
[8] в,україні
[7] це,не

Top Word Pairs in Tweet in G6:
[18] ppe,contracts
[8] dodgy,ppe
[7] personal,protective
[7] full,ppe
[6] learn,more
[6] co,uk
[6] test,trace
[6] manish,sisodia
[6] against,delhi
[5] cost,living

Top Word Pairs in Tweet in G7:
[131] pay,award
[131] 10,billion
[131] billion,year
[130] economist,reckons
[130] reckons,public
[130] public,sector
[130] sector,workers
[130] workers,pay
[130] award,cost
[130] cost,10

Top Word Pairs in Tweet in G8:
[84] hauteur,vue
[84] vue,travail
[84] travail,fond
[84] fond,constance
[84] constance,convictions
[84] convictions,intégrité
[84] intégrité,exigeante
[84] exigeante,oliviermarleix
[84] oliviermarleix,sera
[84] sera,excellent

Top Word Pairs in Tweet in G9:
[135] answer,question
[135] answers,#partygate
[135] #partygate,ppe
[134] prime,minister
[134] minister,answer
[134] question,clearer
[134] clearer,much
[134] much,answers
[133] cpjelmore,prime
[133] ppe,contrac

Top Word Pairs in Tweet in G10:
[64] foreign,secretary
[64] secretary,johnson
[64] johnson,tried
[64] tried,100
[64] 100,000
[64] 000,taxpayer
[64] taxpayer,funded
[64] funded,job
[36] markjenkinsonmp,uklabour
[32] uklabour,foreign

Top Replied-To
Top Replied-To in Entire Graph:
@format_ppe
@skynews
@jamescleverly
@jeremyvineon5
@nadinedorries
@conservatives
@fxbellamy
@christhemusic
@na_ppe_ssm
@borisjohnson

Top Replied-To in G1:
@alternativeuk
@jmpsimor
@hadfieldpam
@oliverdowden
@conservatives
@guardiannews
@boudiccablogs

Top Replied-To in G2:
@nadinedorries
@borisjohnson
@lbc
@harrietsergeant
@conservatives
@emilyhewertson
@oliverdowden
@kateferguson4
@suesuezep
@kayburley

Top Replied-To in G3:
@zero_4
@brandonlewis
@hewitson10
@richardburgon
@oliverdowden
@princeuthmon

Top Replied-To in G4:
@beckettunite
@marcpry89

Top Replied-To in G5:
@format_ppe
@elena604
@bulbastepan
@experdiza
@svitlan12687396
@narruin
@zanna65784762
@buriymisha
@brainsturm
@sashokkaruy

Top Replied-To in G7:
@chrisdo13718796
@grantshapps
@stevehollyhouse

Top Replied-To in G8:
@fxbellamy
@lavraiedroite
@volpina67046713
@petitje07386566
@georgesdumas75
@tonio_lacasse
@florian_roui
@zemmourprofs
@julienaubert84

Top Replied-To in G10:
@joymorrissey
@markjenkinsonmp
@jacobyoungmp
@conservatives
@clarey1888
@mimij9
@birdman2
@aalyta4192
@michael38166809
@uklabour

Top Mentioned
Top Mentioned in Entire Graph:
@alternativeuk
@zero_4
@beckettunite
@snb19692
@rmtunion
@cpjelmore
@beany_1
@format_ppe
@fxbellamy
@msisodia

Top Mentioned in G1:
@alternativeuk
@leejone50103071
@laurence_in_eu
@tonypackers
@jayceebrownbook
@zero_4
@bladeofthes
@ladyshylock
@beckettunite
@snb19692

Top Mentioned in G2:
@rmtunion
@borisjohnson
@grantshapps
@harrietsergeant
@conservatives
@gnev2
@paulbasnett
@lbc
@suesuezep
@nadinedorries

Top Mentioned in G3:
@zero_4
@beany_1
@alternativeuk
@danielanadj
@erdmuted
@stevene76831052
@burnesssteve
@iancoll94354676
@beckettunite
@carl_stein_

Top Mentioned in G4:
@beckettunite
@alternativeuk
@zero_4
@neeps85
@beany_1
@stevene76831052
@smallbigword
@h2ofizz
@elaine_patten
@sconeof

Top Mentioned in G5:
@format_ppe
@prm_ua
@censor_net
@europeanpravda
@an051055
@5channel
@skirakvasil
@espresotv
@oniksoniks4
@tas67223013

Top Mentioned in G6:
@swmoco
@autotypos
@hupzdnm9qwxewuq
@cathynottoday
@peterdevinemanc
@taylor1612

Top Mentioned in G7:
@snb19692
@fascinatorfun
@alternativeuk
@zero_4
@europeanpowell
@beckettunite
@davidha90780661
@beany_1
@davidlammy
@jessphillips

Top Mentioned in G8:
@fxbellamy
@oliviermarleix
@ppe_fr
@lesrepublicains
@lavraiedroite
@europarl_es
@republicains_an
@f_gregordonez
@fzarzalejos
@ppe_es

Top Mentioned in G9:
@cpjelmore
@zero_4
@gullssinceaboy
@britain_people
@beckettunite
@gilltaylor
@jeremyvineon5
@goodlawproject
@alternativeuk

Top Mentioned in G10:
@gullssinceaboy
@uklabour
@markjenkinsonmp
@clarey1888
@michael38166809
@bbcflaurakt
@aalyta4192
@paulmillerilson
@alternativeuk
@zero_4

Top Tweeters
Top Tweeters in Entire Graph:
@suntory
@asahibeer_jp
@mos_burger
@kattemiru
@americanair
@jatirado
@innovativehindu
@united
@kitkatjapan
@dhruvbhim

Top Tweeters in G1:
@hazelglasgow
@beverlyfolkers
@jbwhitesnake
@shirleyyoung2
@kirkmurphy
@imoanalothutchy
@heather63262308
@knittedkittie
@amandajs11
@maelysdervenn

Top Tweeters in G2:
@daily_express
@margymayell
@mckinlay_liz
@catwoman1979
@pingachoo
@hughjaeger
@parsifel43
@bbcnews
@telegraph
@vespasian91

Top Tweeters in G3:
@ferguson2811
@suegray834
@cleggy261
@marciaj64
@iloveautumn2
@davelawson35
@peterandann
@david96212152
@willshome
@hugorelly

Top Tweeters in G4:
@oatcake1967
@golwgymor
@carolehope2
@magapanthus
@juliecuninghame
@thecranecraney
@inclinepress
@atw1062
@paul_trembath
@madmontesaurus

Top Tweeters in G5:
@ukrpravda_news
@lzedmitryy
@zvlad2005
@rianru
@newstop_us
@smetanatborschu
@light1065s
@sergsopot
@5channel
@oniksoniks4

Top Tweeters in G6:
@2am_eu
@adabagcompany
@euwatchers
@lokmat
@nagoyatyaput
@isobel_waby
@hupzdnm9qwxewuq
@city_press
@secebisan
@olwethuvilakazi

Top Tweeters in G7:
@sandradunn1955
@theroigner
@sandrahalifax
@fascinatorfun
@tomsingleton4
@frank3davies
@neighbour_kx
@christinamclar1
@drwintadd
@allanukscotland

Top Tweeters in G8:
@natioscourge
@legrouxvincent
@sylvita30
@clpeqt
@mounette449
@augustacrochet
@marie_joseph_p
@chandelonr
@efenoticias
@chaussat_helene

Top Tweeters in G9:
@aunty_shirley
@davidheadviews
@greycells
@patrickandrews
@sieurdeponthieu
@allanskerratt
@sheilascoular
@martinshovel
@mikeholden42
@proudgranny24

Top Tweeters in G10:
@curiocat13
@jackalsbynight
@pennytindall
@susanchubb1
@mimij9
@limidoh38
@tdoylecarasol
@col_d1320
@quineali
@murmuration94