PPE, Twitter, 10/4/2022 10:13:36 PM, 282336


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PPE_2022-10-04_04-15-01.xlsx
PPE_2022-10-04_04-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 04, 2022
Short Description:
PPE via NodeXL https://bit.ly/3yiD0mR
@peterjukes
@gabriel_pogrund
@nwpinpdx
@terik62775060
@trackntracer
@ppe_sale
@michaelrosenyes
@leahaller55
@jenniferthuraya
@dpjhodges

Top hashtags:
#ホロテス
#ppe
#covid
#convid
#bs2022
#モルカーファンアート
#ohmpawat
#プレゼント
#kdppe
#nhs

Description:
Description
The graph represents a network of 7,937 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 Tuesday, 04 October 2022 at 11:20 UTC.

The requested start date was Tuesday, 04 October 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 3-day, 5-hour, 51-minute period from Friday, 30 September 2022 at 06:29 UTC to Monday, 03 October 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 : 7937
Unique Edges : 5257
Edges With Duplicates : 12313
Total Edges : 17570
Number of Edge Types : 5
Retweet : 5390
MentionsInRetweet : 7569
Tweet : 1415
Replies to : 1395
Mentions : 1801
Self-Loops : 1436
Reciprocated Vertex Pair Ratio : 0.0108359133126935
Reciprocated Edge Ratio : 0.0214395099540582
Connected Components : 879
Single-Vertex Connected Components : 290
Maximum Vertices in a Connected Component : 4467
Maximum Edges in a Connected Component : 11062
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.441139
Graph Density : 0.00015550573162851
Modularity : 0.542989
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,937 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 Tuesday, 04 October 2022 at 11:20 UTC.

The requested start date was Tuesday, 04 October 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 3-day, 5-hour, 51-minute period from Friday, 30 September 2022 at 06:29 UTC to Monday, 03 October 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:
[10] https://www.theguardian.com/uk-news/2022/apr/29/nca-launches-investigation-ppe-firm-linked-to-michelle-mone
[10] https://www.theguardian.com/politics/2022/mar/27/government-paid-firm-linked-to-tory-peer-122m-for-ppe-bought-for-46m?CMP=share_btn_tw
[8] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[7] https://www.independent.co.uk/travel/news-and-advice/huawei-rail-engineering-uk-government-b2191039.html
[6] https://ppe.mercatus.org/publications/freedom-and-flourishing/struggle-better-world
[6] https://www.independent.co.uk/news/uk/politics/covid-unusable-ppe-burnt-fast-track-b2030820.html
[6] https://twitter.com/iridisalpha/status/1541051775792418816
[5] https://goodlawproject.org/update/high-court-vip-lane-ppe-unlawful/
[5] https://mdpr.jp/interview/3380543
[4] https://twitter.com/oueiija/status/1576875610336808962

Top URLs in Tweet in G1:
[4] https://twitter.com/pippacrerar/status/1576261348295589889
[1] https://twitter.com/PippaCrerar/status/1576261348295589889
[1] https://twitter.com/peterjukes/status/1576301171328790530
[1] https://www.independent.co.uk/travel/news-and-advice/huawei-rail-engineering-uk-government-b2191039.html
[1] https://twitter.com/DmodosCutter/status/1576496430776303616
[1] https://twitter.com/peston/status/1576479035966001152
[1] https://twitter.com/johnredwood/status/1576467413540818944

Top URLs in Tweet in G2:
[1] https://www.thetimes.co.uk/article/two-senior-truss-aides-are-paid-through-mark-fullbrook-s-lobbying-firm-whrw2pgd6

Top URLs in Tweet in G3:
[5] https://goodlawproject.org/update/high-court-vip-lane-ppe-unlawful/
[3] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[1] https://www.transparency.org.uk/track-and-trace-uk-PPE-procurement-corruption-risk-VIP-lane
[1] https://twitter.com/PippaCrerar/status/1576480049536331776
[1] http://donors.Open
[1] https://twitter.com/KEdge23/status/1575441325163511812
[1] https://twitter.com/catheri63659074/status/1576824373624774656
[1] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules
[1] https://twitter.com/hmtreasury/status/1575521190843944960
[1] https://www.thenational.scot/news/20018060.leaked-emails-show-michael-gove-involved-lucrative-ppe-contracts-deal/

Top URLs in Tweet in G5:
[4] https://hololive-fc.com/live/smoQSnB3pC6Vbm7QDrt3crxk

Top URLs in Tweet in G6:
[6] https://www.independent.co.uk/travel/news-and-advice/huawei-rail-engineering-uk-government-b2191039.html
[3] https://www.stokesentinel.co.uk/news/stoke-on-trent-news/city-care-provider-told-improve-7634294
[2] https://twitter.com/Peston/status/1576479035966001152
[2] https://twitter.com/NadineDorries/status/1576465375524528129
[2] https://www.amazon.com/s?k=personal+protective+clothing&linkCode=sl2&tag=gino7680e-20&linkId=be501969fc34a8933266f18fd0796df9&language=en_US&ref_=as_li_ss_tl
[2] https://www.michigan.gov/coronavirus/stats/data-about-places/statewide-available-ppe-and-bed-tracking
[2] https://www.mcrsafetyeurope.com/Product_Specification_RX.aspx?mypartcode=8255
[1] https://twitter.com/aiannucci/status/1575729939051319296
[1] https://twitter.com/simon_schama/status/1575437992864362496
[1] https://www.instagram.com/p/CjHyvsipNC7BmyU2ZKHCQt5hpjaH49hnep6TLw0/?igshid=YTgzYjQ4ZTY=

Top URLs in Tweet in G7:
[1] https://twitter.com/mac499/status/1576231044281339904
[1] https://www.bbc.co.uk/news/health-63080462

Top URLs in Tweet in G8:
[2] https://www.telegraph.co.uk/news/2022/10/01/war-motorists-based-false-government-data-calls-scrap-ltns-grow/
[2] https://www.gov.uk/government/statistics/road-traffic-estimates-in-great-britain-2021/minor-road-traffic-estimates-review-technical-report
[2] https://www.gov.uk/government/statistics/road-traffic-estimates-in-great-britain-2021/minor-road-traffic-estimates-review-frequently-asked-questions
[2] https://www.youtube.com/watch?v=tTK-x5d96x8&feature=youtu.be

[2] https://www.mirror.co.uk/news/world-news/pregnant-woman-found-butchered-stomach-28081573?utm_source=taboola&utm_medium=display&utm_campaign=organic
[2] https://www.bbc.co.uk/news/science-environment-63089348
[1] https://www.youtube.com/watch?v=YNVxrHZyLdU&feature=youtu.be

[1] https://www.express.co.uk/news/politics/1677078/suella-braverman-home-secretary-migrant-crossing-crisis-english-channel-france
[1] https://twitter.com/trussliz/status/1576827031194865664
[1] https://www.theboltonnews.co.uk/news/22954579.mercure-bolton-georgian-house-earmarked-asylum-seekers/

Top URLs in Tweet in G9:
[1] https://twitter.com/AdamBienkov/status/1576490556100055040
[1] https://twitter.com/aja1979/status/1576519892010151938
[1] https://twitter.com/haggis_uk/status/1575775744990773248
[1] https://www.theguardian.com/uk-news/2022/apr/29/nca-launches-investigation-ppe-firm-linked-to-michelle-mone
[1] https://twitter.com/ScotTories/status/1575499562902425604
[1] https://www.liverpoolecho.co.uk/news/liverpool-news/43-times-boris-johnson-lied-24419765

Top URLs in Tweet in G10:
[2] https://www.instagram.com/p/CjGOdbsjNSs/?igshid=YmMyMTA2M2Y=
[2] https://twitter.com/Golden_kku/status/1260910843815792640/video/1
[2] https://twitter.com/i/status/1576460810720710656/video/1
[1] https://amp-madame.lefigaro.fr/madame/fifty/favicon/amp/favicon.ico?v20220913101442
[1] https://twitter.com/ctrl_vctrl_c/status/1576428289857449984
[1] https://twitter.com/ctrl_vctrl_c/status/1576128566387146753
[1] https://twitter.com/Guin_oung/status/1576034065366781954

Top Domains
Top Domains in Tweet in Entire Graph:
[232] twitter.com
[58] co.uk
[39] theguardian.com
[23] youtube.com
[22] ppe.pl
[15] co.jp
[10] instagram.com
[9] bit.ly
[8] goodlawproject.org
[7] gov.uk

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

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

Top Domains in Tweet in G3:
[5] goodlawproject.org
[4] twitter.com
[4] theguardian.com
[1] org.uk
[1] donors.open
[1] thenational.scot

Top Domains in Tweet in G5:
[4] hololive-fc.com

Top Domains in Tweet in G6:
[52] twitter.com
[22] co.uk
[4] co.th
[3] mcrsafetyeurope.com
[2] co.za
[2] amazon.com
[2] peing.net
[2] fourdstore.com
[2] michigan.gov
[1] instagram.com

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

Top Domains in Tweet in G8:
[9] co.uk
[4] youtube.com
[4] gov.uk
[3] twitter.com
[1] dailym.ai
[1] goodlawproject.org

Top Domains in Tweet in G9:
[4] twitter.com
[1] theguardian.com
[1] co.uk

Top Domains in Tweet in G10:
[7] twitter.com
[2] instagram.com
[1] lefigaro.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[366] ホロテス
[99] ppe
[51] covid
[49] convid
[33] bs2022
[32] モルカーファンアート
[21] ohmpawat
[20] プレゼント
[20] kdppe
[20] nhs



Top Hashtags in Tweet in G1:
[3] conservativepartyconference
[2] independent
[1] toryincompetence
[1] thicklizzie

Top Hashtags in Tweet in G3:
[4] ppe
[3] torycorruption
[2] toryincompetence
[2] sunak
[2] gttonow
[1] torychaos
[1] liarjohnson
[1] partygate
[1] kwasikwartengmustgo
[1] liztrussout

Top Hashtags in Tweet in G5:
[366] ホロテス
[3] 白上フブキ
[3] 湊あくあ
[3] 白銀ノエル

Top Hashtags in Tweet in G6:
[44] ppe
[13] safety
[11] 鎌倉殿の13人
[9] workwear
[8] safetyfirst
[5] healthandsafety
[4] travel
[3] 篠崎こころ
[3] covid19
[3] hse

Top Hashtags in Tweet in G7:
[15] nhs
[1] trussout26
[1] toriesout86
[1] torycriminals
[1] torymps

Top Hashtags in Tweet in G8:
[2] nordstream
[2] luisconstant
[1] nosestánrobando
[1] pensionesdignas
[1] calienteotoño
[1] neverlabour
[1] cbdcs
[1] cop27
[1] mahsaamini
[1] مهسا_امینی

Top Hashtags in Tweet in G9:
[2] partygate
[2] gtto
[1] liarjohnson
[1] owenpatterson
[1] pincherbyname
[1] generalelectionnow
[1] toriesdestroyingourcountry
[1] toriesout86
[1] covid
[1] remainerstotherescue

Top Hashtags in Tweet in G10:
[7] jisoo
[6] 지수
[5] เด็ก16ผ่าไฟแดงชนคนตาย
[4] blackpink
[3] สำนักข่าวไทยเลิฟ
[2] 블랙핑크지수
[2] daydayup
[2] สวีเมิ่งเจี๋ย
[2] xumengjie
[2] lesserafim

Top Words
Top Words in Tweet in Entire Graph:
[3901] ppe
[2899] scandal
[1636] worse
[1609] peterjukes
[1358] lockdown
[1314] much
[1308] remember
[1292] johnson
[1277] fund
[1276] parties

Top Words in Tweet in G1:
[2544] scandal
[1443] ppe
[1424] peterjukes
[1416] worse
[1132] hedge
[1129] much
[1129] johnson
[1128] kwarteng
[1128] fund
[1128] lockdown

Top Words in Tweet in G2:
[601] two
[600] excl
[600] more
[600] liz
[600] truss's
[600] senior
[600] advisers
[600] entered
[600] no10
[600] loan

Top Words in Tweet in G3:
[280] ppe
[138] trace
[132] track
[71] money
[67] contracts
[67] billions
[55] tax
[53] tory
[52] conservatives
[50] wasted

Top Words in Tweet in G4:
[384] amoneyresists
[381] catturd2
[381] kushner
[380] heatherthomasaf
[378] one
[377] thing
[377] enrages
[377] whenever
[377] surfaces
[377] jared

Top Words in Tweet in G5:
[367] 白上フブキ
[367] 湊あくあ
[367] 白銀ノエル
[366] #ホロテス
[365] fc番組情報
[365] 篠崎こころ
[365] 茉夏
[365] 伊織もえ
[362] ホロライブメンバーがppeモデルを撮影
[361] hololivetv

Top Words in Tweet in G6:
[229] ppe
[59] في
[58] مساج
[58] و
[58] الرياض
[58] جدة
[43] مختصين
[42] #ppe
[30] 24
[29] مركز

Top Words in Tweet in G7:
[226] michaelrosenyes
[209] seems
[208] important
[208] rig
[208] inquiries
[208] right
[208] start
[208] evidence
[208] intensive
[208] care

Top Words in Tweet in G8:
[51] ppe
[26] pensiones
[26] more
[23] dpjhodges
[22] politicspollss
[18] billion
[17] 37
[15] trace
[14] revalorización
[14] salarios

Top Words in Tweet in G9:
[132] covid
[115] ppe
[79] nadinedorries
[65] billions
[61] lies
[60] care
[60] homes
[59] partying
[58] fraud
[57] lost

Top Words in Tweet in G10:
[129] น
[123] ก
[83] ต
[78] ด
[70] ไม
[68] ย
[64] ม
[60] ว
[58] อ
[58] ค

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1285] ppe,scandal
[1270] hedge,fund
[1260] scandal,much
[1260] much,worse
[1260] lockdown,parties
[1258] kwarteng,hedge
[1258] fund,scandal
[1258] worse,johnson
[1258] johnson,lockdown
[1258] parties,ppe

Top Word Pairs in Tweet in G1:
[1132] ppe,scandal
[1129] much,worse
[1128] kwarteng,hedge
[1128] hedge,fund
[1128] fund,scandal
[1128] scandal,much
[1128] worse,johnson
[1128] johnson,lockdown
[1128] lockdown,parties
[1128] parties,ppe

Top Word Pairs in Tweet in G2:
[600] excl,two
[600] two,more
[600] more,liz
[600] liz,truss's
[600] truss's,senior
[600] senior,advisers
[600] advisers,entered
[600] entered,no10
[600] no10,loan
[600] loan,chief

Top Word Pairs in Tweet in G3:
[124] track,trace
[49] ppe,contracts
[37] jfoster2019,uklabour
[32] addictscrabble,conservatives
[31] 37bn,track
[27] mariacaulfield,jakeberry
[27] dodgy,ppe
[25] trace,14bn
[24] care,home
[23] scottandrew444,jfoster2019

Top Word Pairs in Tweet in G4:
[381] amoneyresists,catturd2
[377] catturd2,one
[377] one,thing
[377] thing,enrages
[377] enrages,whenever
[377] whenever,surfaces
[377] surfaces,jared
[377] jared,kushner
[377] kushner,press
[377] press,conference

Top Word Pairs in Tweet in G5:
[365] 篠崎こころ,白上フブキ
[365] 白上フブキ,茉夏
[365] 茉夏,湊あくあ
[365] 湊あくあ,伊織もえ
[365] 伊織もえ,白銀ノエル
[362] ホロライブメンバーがppeモデルを撮影,篠崎こころ
[361] hololivetv,fc番組情報
[360] 白銀ノエル,のコスプレで登場です
[360] 9月30日,金
[357] のコスプレで登場です,配信日時

Top Word Pairs in Tweet in G6:
[29] مركز,مساج
[29] مساج,سبا
[29] سبا,زيارات
[29] و,فندقية
[29] كفاءة,و
[29] و,خبرة
[29] خبرة,عالية
[29] عالية,وسائل
[29] وسائل,دفع
[29] دفع,متعددة

Top Word Pairs in Tweet in G7:
[208] important,rig
[208] rig,inquiries
[208] inquiries,right
[208] right,start
[208] start,seems
[208] seems,evidence
[208] evidence,intensive
[208] intensive,care
[208] care,ward
[207] michaelrosenyes,important

Top Word Pairs in Tweet in G8:
[17] 37,billion
[14] revalorización,salarios
[14] salarios,pensiones
[14] pensiones,ipc
[14] ipc,subida
[13] track,trace
[12] madrid,será
[12] será,clamor
[12] clamor,15
[12] 15,revalorización

Top Word Pairs in Tweet in G9:
[59] care,homes
[56] ppe,fraud
[55] nadinedorries,raise
[55] raise,lies
[55] lies,partying
[55] partying,covid
[55] covid,care
[55] homes,laye
[55] laye,lockdowns
[55] lockdowns,lost

Top Word Pairs in Tweet in G10:
[29] ไม,ต
[29] ต,ด
[26] ด,สาธ
[25] สาธ,ไม
[19] ป,ย
[13] ย,ป
[9] ล,าส
[9] ป,ง
[9] ไม,ได
[9] ช,ว

Top Replied-To
Top Replied-To in Entire Graph:
@nadinedorries
@johnredwood
@addictscrabble
@format_ppe
@ppe__oo
@peston
@politicspollss
@monyo_ppe
@peterjukes
@jfoster2019

Top Replied-To in G1:
@peterjukes
@kisloff
@mark_webdev
@jrooster77
@cpjelmore
@paultempleman6
@_john_gell
@ora78890690
@sdarlington
@allyonwye

Top Replied-To in G2:
@glos_politics
@abigailinthedel

Top Replied-To in G3:
@johnredwood
@addictscrabble
@jfoster2019
@trussliz
@giftcee
@mahyartousi
@realstephenkerr
@helen_spirit1
@mike_fabricant
@mariacaulfield

Top Replied-To in G4:
@amoneyresists
@heatherthomasaf
@tracey72749469
@jdsalant
@roses4noses

Top Replied-To in G7:
@michaelrosenyes
@thehuck_59
@peterjukes

Top Replied-To in G8:
@politicspollss
@ppe_sale
@dpjhodges
@grahamw73658718
@paullomax
@mbga_uk
@leannelondres
@colinev86024056
@mdeanesq
@alstewartobe

Top Replied-To in G9:
@nadinedorries
@peston
@oxforddiplomat
@patrici89225734
@standardsour
@rorybremner
@johnredwood
@snb19692
@keir_starmer
@cllrsamwebster

Top Replied-To in G10:
@ppe__oo
@febujw
@fuxkubitdh
@jj1mrsq__
@kp322550
@myticaindynavit
@appleofyxurpie
@tinklepatss
@tailuvsjimin
@kepsecrety

Top Mentioned
Top Mentioned in Entire Graph:
@peterjukes
@gabriel_pogrund
@amoneyresists
@catturd2
@heatherthomasaf
@hololivetv
@michaelrosenyes
@nwpinpdx
@nadinedorries
@gillgall23

Top Mentioned in G1:
@peterjukes
@campbellclaret
@jessphillips
@tuftonsttaliban
@smallbigword
@andymoz78
@trainbeacon
@frank3davies
@rfhaviland
@crossborder

Top Mentioned in G2:
@gabriel_pogrund
@peterjukes
@jemmy_wood
@siobhan_baillie
@trusstories

Top Mentioned in G3:
@conservatives
@uklabour
@jfoster2019
@jakeberry
@trussliz
@mariacaulfield
@scottandrew444
@dave43law
@grumpyping
@jamesb83022243

Top Mentioned in G4:
@amoneyresists
@catturd2
@heatherthomasaf
@cookie3_b
@norfikmusic
@stellabystarlit
@govrondesantis
@pecriel
@joncoopertweets
@dansiestakey

Top Mentioned in G5:
@hololivetv

Top Mentioned in G6:
@no_ri_ppe_
@bonniedchurchil
@4dtoolstore
@oldlife

Top Mentioned in G7:
@michaelrosenyes
@peterjukes
@robertt02177444
@protectournhs
@fightinganne1
@gabriel_pogrund
@callmemonow
@allyc375
@the_bournian
@trussliz

Top Mentioned in G8:
@dpjhodges
@unidadcooerpen
@politicspollss
@authoress41
@petertherin4
@paul_ilett
@colinev86024056
@ppe_sale
@alstewartobe
@fauxcroft

Top Mentioned in G9:
@nadinedorries
@gillgall23
@peston
@bbclaurak
@lawrencelinehan
@rorybremner
@peterjukes
@veritas_veritas
@uniofoxford
@patrici89225734

Top Mentioned in G10:
@jsmtjyygyjbbjb
@lilygoround
@redskullxxx
@blackpink
@bellugii_sg
@poo9932
@jisooramyeonth
@febujw
@jblprofessor
@doublezeek

Top Tweeters
Top Tweeters in Entire Graph:
@suntory
@subwayjp
@famima_now
@koikeya_cp
@kadokawa_san
@biccamerae
@ichiban_kirin
@jurylady5
@rk70534
@s9tmt

Top Tweeters in G1:
@rk70534
@s9tmt
@roblwilson
@astwisa
@navroopsingh_
@margymayell
@camz99
@mikecoulson48
@aspiemum
@fiona_fionnagal

Top Tweeters in G2:
@serendipitysays
@allchanges
@johnjoechad
@tartancobweb
@euethnic
@forumeditor
@june4th
@aceso84
@scotlandrobbed
@boogwinchester

Top Tweeters in G3:
@sandradunn1955
@hughjaeger
@cathymcrorie
@telegraph
@hawkins_carole
@ladyjules_cath
@trackntracer
@jazzaoxon
@nigelheal
@xpatjock

Top Tweeters in G4:
@monicasloves
@rhiles2760
@betterw05759703
@joekoffee
@whirledcitizen_
@kcolaizzo
@alephsmom
@loreyjeanene
@mercenarygraphi
@winetast3r

Top Tweeters in G5:
@memoria999
@noshipon
@_y21y_
@roppongi_vice_f
@starmikazuki922
@vtuber_schedule
@takane_eva01ace
@takumia_
@kmiyazx
@kkkmm3zcmd5ycxz

Top Tweeters in G6:
@hikiliner0627
@eprnetwork
@sotlive
@laughing_noam
@juscallmewill
@therightarticle
@swingtradeasx
@gino768
@kateweb
@rageofbaltimore

Top Tweeters in G7:
@christinejameis
@suegray834
@chiller
@irisstylosa
@heather63262308
@juliecuninghame
@michaelrosenyes
@ameliaaber
@lunaperla
@callmemonow

Top Tweeters in G8:
@aunty_shirley
@rob_kimbell
@noahpinion
@hugh_canning
@luisbaram
@abholymoly
@jeromedavies1
@andineglia
@alphonso1234x
@velocimvm

Top Tweeters in G9:
@littlemore20
@sunnyclaribel
@julie_dutto
@stevepeers
@dennis_goodwin
@asitseemstome
@patrici89225734
@jeaniebt57
@gillditch55
@psymdec

Top Tweeters in G10:
@heartuebeam
@cxjwmm716
@novemberpp
@urbeyren
@crep_cake
@tinetotired
@aommg
@nnxpupeachii
@faiakacotton
@winniethetae


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