PPE, Twitter, 8/22/2022 2:35:41 PM, 280531


FAQ | Problem?

PPE_2022-08-22_01-45-01.xlsx
PPE_2022-08-22_01-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 22, 2022
Short Description:
PPE via NodeXL https://bit.ly/3PHaCk0
@david__osland
@ppe_sale
@trackntracer
@jacob_rees_mogg
@dailymailuk
@nackinu
@hoppe_ppe_
@k
@joa_becker
@jazzysid

Top hashtags:
#アキバヤバイ
#ppe
#dreamsalonxmileapo
#perthtanapon
#kdppe
#มายอาโป
#pinkvenom
#nnattawin
#jisoo
#mileapo

Description:
Description
The graph represents a network of 8,254 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 Monday, 22 August 2022 at 08:51 UTC.

The requested start date was Monday, 22 August 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, 7-hour, 31-minute period from Thursday, 18 August 2022 at 04:49 UTC to Sunday, 21 August 2022 at 12:20 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 : 8254
Unique Edges : 5143
Edges With Duplicates : 11211
Total Edges : 16354
Number of Edge Types : 5
Retweet : 4678
MentionsInRetweet : 5841
Tweet : 1938
Mentions : 2049
Replies to : 1848
Self-Loops : 1962
Reciprocated Vertex Pair Ratio : 0.0156030032848428
Reciprocated Edge Ratio : 0.0307265796465288
Connected Components : 1269
Single-Vertex Connected Components : 461
Maximum Vertices in a Connected Component : 3131
Maximum Edges in a Connected Component : 6852
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.024805
Graph Density : 0.000127084067879833
Modularity : 0.540109
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,254 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 Monday, 22 August 2022 at 08:51 UTC.

The requested start date was Monday, 22 August 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, 7-hour, 31-minute period from Thursday, 18 August 2022 at 04:49 UTC to Sunday, 21 August 2022 at 12:20 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:
[16] https://senspdf.jse.co.za/documents/SENS_20220819_S464724.pdf
[9] https://www.timeslive.co.za/sunday-times/news/politics/2022-08-21-ancs-integrity-commission-clears-pemmy-majodina-after-sons-ppe-scandal/
[8] https://youtu.be/-IrmkV8Cok0
[7] https://twitter.com/Jacob_Rees_Mogg/status/1560320763663732740
[6] https://onl.tw/dWyF2u7
[6] https://www.dennys.jp/menu/
[6] https://www.dennys.jp/lineqr/08/
[6] https://twitter.com/level_inf/status/1560447811183083520
[6] https://www.theconcert.com/
[5] https://fmplapla.com/fmginga

Top URLs in Tweet in G1:
[1] https://twitter.com/UC_Borehamwood/status/1560188159505334275
[1] http://www.bbc.com/

Top URLs in Tweet in G2:
[1] https://www.youtube.com/c/GBNewsOnline?sub_confirmation=1
[1] https://twitter.com/tarkapayne/status/1560663855696527360
[1] https://www.thetimes.co.uk/article/storage-of-unused-ppe-costs-the-taxpayer-700-000-a-day-ssmf8hvtw
[1] https://twitter.com/Haggis_UK/status/1559883561183977473
[1] https://www.express.co.uk/comment/expresscomment/1657928/Train-strikes-grant-shapps-mick-lynch
[1] https://www.theguardian.com/environment/2021/jul/09/southern-water-fined-90m-for-deliberately-pouring-sewage-into-sea
[1] https://twitter.com/BBCCornwall/status/1559872336974815232
[1] https://twitter.com/jasemonkey/status/1526472922289819649
[1] https://twitter.com/Stuzipants/status/1560892620339138560
[1] https://twitter.com/golding_stuart/status/1560885761494458368

Top URLs in Tweet in G3:
[4] https://twitter.com/Jacob_Rees_Mogg/status/1560320763663732740
[4] https://twitter.com/level_inf/status/1560447811183083520
[3] https://maskpro.us/
[3] https://twitter.com/couple_shopee/status/1265821061389578240/photo/1
[2] https://futaman.futabanet.jp/articles/-/122357
[2] https://www.gofundme.com/f/donate-for-much-needed-ppe-products
[2] https://twitter.com/sooooobinjr/status/1560501876038066178
[1] https://www.ganeshchhaya.com/
[1] https://www.mortgagenewsdaily.com/opinion/pipelinepress-08162022
[1] https://twitter.com/kyx9whHB9jFn1pk/status/1560060534350684160

Top URLs in Tweet in G4:
[3] https://www.youtube.com/shorts/M72EJn0POPE?feature=share

[2] https://www.youtube.com/watch?v=398p-m5dkWc

[2] https://www.gamers.co.jp/contents/event_fair/detail.php?id=2747
[2] https://www.youtube.com/watch?v=398p-m5dkWc&feature=youtu.be

[2] https://twitter.com/akibayabai2022/status/1560099166361030657
[2] https://twitter.com/level_inf/status/1560447811183083520
[2] https://www.hmv.co.jp/news/article/220805168
[2] https://www.openrec.tv/user/kokoro777pp
[1] https://www.animate-onlineshop.jp/contents/fair_event/detail.php?id=107697
[1] https://lp.akibayabai.shop/stage/

Top URLs in Tweet in G5:
[2] https://www.telegraph.co.uk/news/2022/08/18/silent-crisis-soaring-excess-deaths-gripping-britain-tip-iceberg/
[2] https://www.dailymail.co.uk/news/article-11125291/Afghan-translators-staying-hotels-despite-joy-haven-UK.html
[2] https://www.dailymail.co.uk/news/article-6273199/Somali-man-deportation-stopped-good-plane-passengers-revealed-gang-rapist.html
[2] https://twitter.com/fo11owthe1ight
[1] https://twitter.com/_HenryBolton/status/1560352346885980166
[1] https://twitter.com/steviejdavies/status/1561011181778833409
[1] https://www.thetimes.co.uk/article/the-point-of-sturgeons-legal-push-is-to-hide-the-snps-failure-nc3dgmrkz
[1] https://www.mylondon.news/news/london-crime-woman-raped-traumatic-24766230
[1] https://www.facebook.com/theendgameteam/videos/586365516252429/?extid=CL-UNK-UNK-UNK-AN_GK0T-GK1C&ref=sharing
[1] https://www.thesun.co.uk/news/politics/19551072/nadhim-zahawi-blasts-whitehall-caution/

Top URLs in Tweet in G6:
[2] https://prm.ua/onko-infarkty-ta-insulty-u-moz-rozpovily-iak-viyna-poznachytsia-na-zdorov-i-ukraintsiv/
[2] https://prm.ua/ukraina-otrymaie-vid-estonii-novyy-paket-viyskovoi-dopomohy-shcho-vin-vkliuchatyme/
[2] https://censor.net/ua/p3361513
[2] https://censor.net/ua/n3361523
[2] https://censor.net/ua/n3361445
[2] https://censor.net/ua/n3361457
[2] https://censor.net/ua/n3361702
[2] https://censor.net/ua/n3361797
[2] https://espreso.tv/proviv-128-odinits-tekhniki-zagarbnikiv-iz-sumshchini-do-kiivshchini-agentu-rf-povidomili-pro-pidozru
[2] https://espreso.tv/zsu-za-dobu-znishchili-4-puskovi-ustanovki-ta-1-radiolokatsiynu-stantsiyu-do-s-300-rosiyan

Top URLs in Tweet in G7:
[2] https://twitter.com/okusurinokikime/status/1559738516544061441

Top URLs in Tweet in G8:
[2] https://www.contegosafety.co.uk/services/switching-service/
[2] http://www.can-technologies.com
[2] https://www.t-safety.com/
[2] https://www.youtube.com/watch?v=Qc3bHWoAYC0&feature=youtu.be

[2] https://twitter.com/PeterStefanovi2/status/1560154433610289153
[1] https://www.independent.co.uk/news/uk/politics/michael-gove-retire-front-line-politics-truss-sunak-b2149057.html
[1] https://174ppe.com
[1] https://shop.wearwell.co.uk/?utm_content=bufferc4c10&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.ndiver-commercial.com/floatation-suit
[1] https://pubs.asahq.org/monitor/article/86/8/25/136608/Mitigation-of-Perioperative-COVID-19-Infection?utm_source=Twitter&utm_medium=organic&utm_campaign=Monitor_Aug2022

Top URLs in Tweet in G9:
[6] https://onl.tw/dWyF2u7
[6] https://www.dennys.jp/menu/
[6] https://www.dennys.jp/lineqr/08/
[4] http://www.lawson.co.jp/service/loppi/coupon/
[2] https://www.roborock.jp/products/s7-maxv-ultra
[2] https://www.youtube.com/watch?v=rysw8Kmx9F8&feature=youtu.be

[2] https://kaneichi.base.shop/?s=09
[2] https://go.mo-t.com/news/77?utm_source=social&utm_medium=twitter&utm_campaign=2208_twitter
[2] https://shop.aeon.com/netsuper/twitter_campaign?utm_source=twitter&utm_medium=social&utm_campaign=social_gZxLr68Y
[2] https://housefoods-group.com/event/onedish_tw_cp2208/twitter/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[224] twitter.com
[52] youtube.com
[42] co.uk
[31] co.za
[26] co.jp
[22] etsy.com
[20] ppe.pl
[18] theguardian.com
[16] censor.net
[14] facebook.com

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

Top Domains in Tweet in G2:
[7] twitter.com
[3] theguardian.com
[2] co.uk
[1] youtube.com

Top Domains in Tweet in G3:
[77] twitter.com
[19] etsy.com
[13] co.uk
[5] amazon.com
[4] youtube.com
[4] co.jp
[3] maskpro.us
[2] futabanet.jp
[2] org.uk
[2] theguardian.com

Top Domains in Tweet in G4:
[7] youtube.com
[7] twitter.com
[5] co.jp
[2] akibayabai.shop
[2] openrec.tv
[2] ppe.jp
[1] animate-onlineshop.jp

Top Domains in Tweet in G5:
[10] co.uk
[5] twitter.com
[1] mylondon.news
[1] facebook.com
[1] thenational.scot

Top Domains in Tweet in G6:
[16] censor.net
[14] ukrinform.ua
[13] 5.ua
[10] com.ua
[6] prm.ua
[6] espreso.tv
[3] t.me
[3] facebook.com
[2] twitter.com
[2] golosameriki.com

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

Top Domains in Tweet in G8:
[5] co.uk
[2] can-technologies.com
[2] t-safety.com
[2] youtube.com
[2] twitter.com
[1] 174ppe.com
[1] ndiver-commercial.com
[1] asahq.org
[1] thecannabisindustry.org
[1] youtu.be

Top Domains in Tweet in G9:
[12] dennys.jp
[10] co.jp
[6] onl.tw
[4] bit.ly
[2] twitter.com
[2] roborock.jp
[2] youtube.com
[2] base.shop
[2] mo-t.com
[2] aeon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[118] アキバヤバイ
[115] ppe
[83] dreamsalonxmileapo
[64] perthtanapon
[62] kdppe
[50] มายอาโป
[47] pinkvenom
[45] nnattawin
[43] jisoo
[36] mileapo



Top Hashtags in Tweet in G1:
[1] conservative
[1] ppe
[1] sewage
[1] nhs
[1] police
[1] energy
[1] pockets
[1] torycorruption

Top Hashtags in Tweet in G2:
[4] ppe
[2] generalelectionnow
[2] torycorruption
[2] torysewageparty
[2] brexit
[2] toriesnotfittogovern
[2] gtto
[2] blundertuuss
[2] thicklizzie
[1] followbackfriday

Top Hashtags in Tweet in G3:
[34] ppe
[19] dragonflymemboutique
[19] etsyemail
[15] ski
[13] mask
[13] gaiter
[13] face
[13] 鎌倉殿の13人
[12] balaclava
[12] designer

Top Hashtags in Tweet in G4:
[107] アキバヤバイ
[18] ppe41
[12] ppe_win
[7] 伊織もえ
[6] えなこ
[5] よきゅーん
[4] えなこりん
[4] 吉田早希
[4] 篠崎こころ0819
[3] 金髪ショー党

Top Hashtags in Tweet in G5:
[4] antiwhite
[3] gbnews
[2] racehatecrime
[2] thomasohalloran
[2] albanians
[2] eu
[2] southafrica
[2] rnli
[2] borderforce
[2] invasion

Top Hashtags in Tweet in G6:
[9] новини
[2] зсу
[2] теракт
[2] оон
[2] сша
[2] aforyzmük
[1] stoprussianagression
[1] ukrainerussianwar
[1] armukrainenow
[1] вірювзсу

Top Hashtags in Tweet in G8:
[26] ppe
[14] foodsafety
[10] safety
[7] foodbusiness
[7] behaviours
[7] covid19
[7] excluded
[3] tories
[3] brexshit
[3] covax

Top Hashtags in Tweet in G9:
[21] キャンペーン
[20] その場で当たる
[18] 暑い
[17] プレゼント
[10] amazonギフト券
[10] 懸賞
[10] ローソン
[6] ローソンでティータイム
[6] マスカットティー無料
[4] プレゼント企画

Top Words
Top Words in Tweet in Entire Graph:
[2440] ppe
[1283] david__osland
[897] tory
[889] more
[851] nhs
[789] spending
[753] mone
[747] michelle
[743] angry
[731] daily

Top Words in Tweet in G1:
[1246] david__osland
[713] tory
[712] nhs
[710] 1m
[709] more
[708] spending
[708] michelle
[708] mone
[707] daily
[707] mail

Top Words in Tweet in G2:
[319] ppe
[197] trace
[191] jacob_rees_mogg
[167] track
[135] money
[91] billion
[86] billions
[85] contracts
[71] tax
[69] useless

Top Words in Tweet in G3:
[287] ppe
[49] mask
[44] face
[36] gaiter
[33] #ppe
[30] rag
[25] ช
[21] covid
[21] old
[21] ด

Top Words in Tweet in G4:
[238] 30
[222] iorimoe_five
[222] 21開催アキバヤバイに出演します
[222] ppe皆もいるよ
[222] op全員集合の他に伊織もえのトークショー
[222] 撮影会は15
[222] 13
[222] 55で開催です
[222] トークショーはどなたでも観覧頂けます
[222] 状況によって入場規制になる可能性もあります

Top Words in Tweet in G5:
[46] people
[43] ppe
[25] news
[23] white
[20] good
[20] back
[20] look
[19] more
[18] police
[18] never

Top Words in Tweet in G6:
[251] format_ppe
[107] не
[95] і
[86] в
[66] на
[62] у
[59] а
[53] з
[52] та
[38] що

Top Words in Tweet in G7:
[116] 毎勤務一人ずつ患者やスタッフが陽性になってビクビクしてる
[116] 国が行動制限してくれて国民は医療者に感謝して
[116] な当時が懐かしい
[116] 今は国はしらんぷり国民も思い切り遊びに行ってて
[115] brsbnire
[115] うちらは感染に怯えながらサウナスーツのようなppeで汗水流して働いき休みの日はス
[49] canchemistry
[49] マスクが足りない
[49] ppeが足りない
[49] アルコール消毒液が足りない

Top Words in Tweet in G8:
[67] cost
[64] those
[63] truss
[63] saying
[63] british
[63] workforce
[63] lazy
[63] sunak
[63] blaming
[63] benefits

Top Words in Tweet in G9:
[89] 応募方法
[39] をフォロー
[38] フォロー
[38] この投稿をrt
[32] 締切
[30] その場で当たる
[27] 23
[24] 参加方法
[21] #キャンペーン
[21] 59までにrt

Top Words in Tweet in G10:
[125] rachel
[125] reeves
[125] contracts
[124] shadow
[124] chancellor
[124] claims
[124] clawback
[124] money
[124] dodgy
[124] conservative

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[741] michelle,mone
[730] tory,peer
[728] peer,michelle
[725] daily,mail
[724] mail,more
[724] more,angry
[724] angry,nhs
[724] nhs,spending
[724] spending,1m
[724] 1m,'woke

Top Word Pairs in Tweet in G1:
[708] michelle,mone
[707] daily,mail
[707] mail,more
[707] more,angry
[707] angry,nhs
[707] nhs,spending
[707] spending,1m
[707] 1m,'woke
[707] 'woke,groups'
[707] groups',tory

Top Word Pairs in Tweet in G2:
[162] track,trace
[59] ppe,contracts
[57] useless,ppe
[49] tax,payers
[46] payers,money
[45] 37,billion
[38] jacob_rees_mogg,government
[36] government,piss
[36] piss,poor
[36] poor,record

Top Word Pairs in Tweet in G3:
[37] face,mask
[19] ski,gaiter
[19] gaiter,face
[19] #dragonflymemboutique,#etsyemail
[18] ช,ด
[17] neck,gaiter
[17] #etsyemail,co
[16] designer,neck
[16] rag,rag
[15] mask,designer

Top Word Pairs in Tweet in G4:
[222] 21開催アキバヤバイに出演します,ppe皆もいるよ
[222] ppe皆もいるよ,op全員集合の他に伊織もえのトークショー
[222] op全員集合の他に伊織もえのトークショー,撮影会は15
[222] 撮影会は15,30
[222] 30,13
[222] 13,55で開催です
[222] 55で開催です,トークショーはどなたでも観覧頂けます
[222] トークショーはどなたでも観覧頂けます,状況によって入場規制になる可能性もあります
[221] iorimoe_five,21開催アキバヤバイに出演します
[221] 状況によって入場規制になる可能性もあります,撮影会

Top Word Pairs in Tweet in G5:
[12] gb,news
[7] sajidjavid,skynews
[7] skynews,beard
[7] beard,came
[7] came,march
[7] march,20
[7] 20,government
[7] government,screwed
[7] screwed,ppe
[7] ppe,supplies

Top Word Pairs in Tweet in G6:
[12] format_ppe,а
[7] в,україні
[7] format_ppe,так
[6] format_ppe,та
[6] format_ppe,і
[5] не,буде
[5] а,не
[5] format_ppe,я
[5] format_ppe,то
[4] рішення,про

Top Word Pairs in Tweet in G7:
[116] 毎勤務一人ずつ患者やスタッフが陽性になってビクビクしてる,国が行動制限してくれて国民は医療者に感謝して
[116] 国が行動制限してくれて国民は医療者に感謝して,な当時が懐かしい
[116] な当時が懐かしい,今は国はしらんぷり国民も思い切り遊びに行ってて
[115] brsbnire,毎勤務一人ずつ患者やスタッフが陽性になってビクビクしてる
[115] 今は国はしらんぷり国民も思い切り遊びに行ってて,うちらは感染に怯えながらサウナスーツのようなppeで汗水流して働いき休みの日はス
[49] マスクが足りない,ppeが足りない
[49] ppeが足りない,アルコール消毒液が足りない
[49] アルコール消毒液が足りない,アセトアミノフェンが足りない
[49] アセトアミノフェンが足りない,pcr検査キットが足りない
[49] pcr検査キットが足りない,抗原検査キットが足りない

Top Word Pairs in Tweet in G8:
[63] truss,saying
[63] saying,british
[63] british,workforce
[63] workforce,lazy
[63] lazy,sunak
[63] sunak,blaming
[63] blaming,those
[63] those,benefits
[63] benefits,cost
[63] cost,living

Top Word Pairs in Tweet in G9:
[19] 抽選でプレゼント,応募方法
[15] リツイート,応募期間
[14] をフォロー,この投稿をrt
[13] 応募方法,アカウントをフォロー
[13] アカウントをフォロー,いいね
[13] いいね,リツイート
[13] 当選者にはdmが届きます,お気軽に応募ください
[12] 23,59
[12] #暑い,日に食べたい
[12] 日に食べたい,ひんやりスイーツもスパイシー料理もお得に楽しめる

Top Word Pairs in Tweet in G10:
[125] rachel,reeves
[124] shadow,chancellor
[124] chancellor,rachel
[124] reeves,claims
[124] claims,clawback
[124] clawback,money
[124] money,dodgy
[124] dodgy,conservative
[124] conservative,contracts
[123] tottenhamconse1,shadow

Top Replied-To
Top Replied-To in Entire Graph:
@format_ppe
@jacob_rees_mogg
@toadmeister
@en_ppe
@jaredkushner
@mike_blackley
@sawajima_ppe
@riko_ppe
@ronfilipkowski
@pipipi_ppe

Top Replied-To in G1:
@mike_blackley
@david__osland
@carolinenokes
@domo8888

Top Replied-To in G2:
@jacob_rees_mogg
@johnredwood
@gbnews
@darrengrimes_
@isabeloakeshott
@dailymailuk
@juliahb1
@grantshapps
@mrjamesob
@jeremyvineon5

Top Replied-To in G3:
@ghettocowboy14

Top Replied-To in G4:
@kokoro777pp
@snhr_minami
@yoshida_saki
@5656mitsuo
@manatsukin
@saki_miyamoto
@enako_cos
@tsunko_p

Top Replied-To in G5:
@ppe_sale
@avonandsomerrob
@talktv
@_henrybolton
@rob_kimbell
@sophielouisecc
@greyzone513
@positivteacha
@supertanskiii
@russellmoore

Top Replied-To in G6:
@format_ppe
@censor_net
@rambo_hikka
@femina_dentata
@zwisebutt
@25_andriy
@brkz93
@babaikit
@europeanpravda
@5channel

Top Replied-To in G7:
@h6ejiflvi1uq2lr
@sinsi44
@bmyoshida

Top Replied-To in G8:
@rishisunak
@matthancock
@barristersecret
@guy_herbert
@perfumeithaki
@nciaorg
@jamescleverly
@johnfoster70
@david__osland
@fergie_kate

Top Replied-To in G9:
@riko_ppe
@dozo_bot
@hoppe_ppe_
@shoptakii
@wsr_mf5
@banana17806953
@chamomile_chan_
@thank__25
@ppe_po12
@shizuokagas_pr

Top Mentioned
Top Mentioned in Entire Graph:
@david__osland
@iorimoe_five
@tottenhamconse1
@brsbnire
@jacob_rees_mogg
@saki_miyamoto
@sazae_tabetai
@format_ppe
@cononeilluk
@drkateto

Top Mentioned in G1:
@david__osland
@mike_blackley
@jimbo_w
@duncan20212
@buddy979967
@cdentonparker
@2012studies
@areyouyesyet
@angloirishgal
@hartpeter1956

Top Mentioned in G2:
@jacob_rees_mogg
@sandrasmith1310
@dailymailuk
@borisjohnson
@gbnews
@trussliz
@grantshapps
@gstewartbxl
@kath257388444
@thegrit_music

Top Mentioned in G3:
@kdhrkiisen0393
@thebryreed
@powerbymomblog
@kema_user
@copen_ppe
@400ppmdesign
@christo03826911
@jc4pmtomski

Top Mentioned in G4:
@iorimoe_five
@saki_miyamoto
@meganedokooo
@kokoro777pp
@pp_enter
@akibayabai2022
@snhr_minami
@yumeyumero
@mea101987654321
@mten66

Top Mentioned in G5:
@sophielouisecc
@gbnews
@skynews
@sadiqkhan
@bbcnews
@bennyjohnson
@djnicholl
@sajidjavid
@ppe_sale
@grantshapps

Top Mentioned in G6:
@format_ppe
@censor_net
@25_andriy
@ukrinform
@5channel
@prm_ua
@evgensalvor
@espresotv
@lemberg_15
@dunlopdueler

Top Mentioned in G7:
@brsbnire
@canchemistry
@h6ejiflvi1uq2lr
@bmyoshida
@spadaitama
@asa_pri_sun
@kl6ot
@sasami61654779

Top Mentioned in G8:
@cononeilluk
@rishisunak
@david__osland
@dailymailuk
@bbcjamescook
@anthonypowell9
@fairfax_peter
@jamescleverly
@fsafoodsafety
@amref_worldwide

Top Mentioned in G9:
@xprice_official
@foodloss_sos
@dennys_pr
@kingclub_sub
@akiko_lawson
@housefoods_now
@sachiare935

Top Mentioned in G10:
@tottenhamconse1

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@suntory
@asahibeer_jp
@housefoods_now
@dennys_pr
@biccamerae
@threadreaderapp
@dellconsumer_jp
@oiochakun

Top Tweeters in G1:
@rk70534
@hazelglasgow
@radlein
@ferguson2811
@spanishdan1
@tighnacoille
@catherinemginn
@xraypat
@cleggy261
@wavetop

Top Tweeters in G2:
@daily_express
@allchanges
@thesun
@shirleyyoung2
@asknationwide
@sharpeleven
@brookebay21
@starterpat
@trackntracer
@dailymailuk

Top Tweeters in G3:
@immo_reedb
@kdhrkiisen0393
@aim_sofia
@powerbymomblog
@affaritaliani
@iceza_cream
@jc4pmtomski
@mediasettgcom24
@zodiacky_
@trueblupatriot

Top Tweeters in G4:
@kenshiss
@shin_chan927
@nekohomez
@ori_takita
@tomohiro5213
@no_name1597
@kawama2_
@bangren555
@waverider_hide
@marco_sensei

Top Tweeters in G5:
@dailymirror
@skynews
@bbcnews
@mailonline
@buffymuffy4444
@rob_kimbell
@iromg
@essexpr
@tfl
@daveatherton20

Top Tweeters in G6:
@lzedmitryy
@morrgueart
@sve83274
@ukrinform
@tedteddycat
@5channel
@tatyana17112009
@espresotv
@iggae
@newsua_one

Top Tweeters in G7:
@sippomagari
@jonyblueyoshiko
@matubonbeagle
@amane1735
@qbk_jitensya
@gonpashin
@cfihr22
@yukionna27
@shiinaminoru
@shoulderbyshiga

Top Tweeters in G8:
@marciaj64
@awarding_women
@guse_guse
@martinandrea86
@xpatjock
@the_chrisshaw
@maegofrance
@jaedinburgh
@bbcscotlandnews
@joannekarma

Top Tweeters in G9:
@japan_lawson
@akiko_lawson
@suntory
@asahibeer_jp
@housefoods_now
@dennys_pr
@biccamerae
@dellconsumer_jp
@oiochakun
@shingeki_bo

Top Tweeters in G10:
@thorpelynden
@pripley2426
@irene48
@christi73224817
@imchaffie
@andywells7
@peter_clark8
@pennylongstckng
@drmand1
@karanlemay1


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