PPE, Twitter, 9/5/2022 2:44:57 PM, 281336


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PPE_2022-09-05_01-45-01.xlsx
PPE_2022-09-05_01-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 05, 2022
Short Description:
PPE via NodeXL https://bit.ly/3ersGly
@bbclaurakt
@angelarayner
@otto_english
@trackntracer
@clairebubblepop
@david__osland
@goodlawproject
@jolyonmaugham
@mrjamesob
@borisjohnson

Top hashtags:
#viceversaep8
#kdppe
#perthtanapon
#zipxnightperceotalk
#ppe

Description:
Description
The graph represents a network of 7,520 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, 05 September 2022 at 08:49 UTC.

The requested start date was Monday, 05 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 3-day, 5-hour, 11-minute period from Thursday, 01 September 2022 at 07:10 UTC to Sunday, 04 September 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 : 7520
Unique Edges : 3580
Edges With Duplicates : 12810
Total Edges : 16390
Number of Edge Types : 5
Replies to : 1046
Retweet : 5830
MentionsInRetweet : 6841
Mentions : 1313
Tweet : 1360
Self-Loops : 1382
Reciprocated Vertex Pair Ratio : 0.0082486551105798
Reciprocated Edge Ratio : 0.0163623428977946
Connected Components : 859
Single-Vertex Connected Components : 285
Maximum Vertices in a Connected Component : 3884
Maximum Edges in a Connected Component : 9070
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.262626
Graph Density : 0.000149161132223898
Modularity : 0.502205
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,520 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, 05 September 2022 at 08:49 UTC.

The requested start date was Monday, 05 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 3-day, 5-hour, 11-minute period from Thursday, 01 September 2022 at 07:10 UTC to Sunday, 04 September 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:
[67] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[49] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=share_btn_tw
[45] https://www.youtube.com/watch?v=jqSlDmLjiy0&feature=youtu.be

[18] https://moneyyy.me/$memwho
[14] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=Share_AndroidApp_Other
[13] https://www.thenational.scot/news/20894419.ppe-firm-linked-tory-peer-michelle-mone-issued-winding-petition-hmrc/
[12] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1662055202
[11] https://order-order.com/2022/09/01/20-of-ppe-contracts-might-have-been-dodgy/
[9] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=Share_iOSApp_Other
[8] https://www.thenational.scot/news/20894419.ppe-firm-linked-tory-peer-michelle-mone-issued-winding-petition-hmrc/?ref=twtrec

Top URLs in Tweet in G1:
[13] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[2] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=share_btn_tw
[2] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=Share_iOSApp_Other
[1] https://ko-fi.com/Post/Boris-Johnson-To-Tour-Every-Part-Of-The-UK-That-Do-Y8Y5EQRPM
[1] https://www.bbc.co.uk/news/uk-56851877
[1] https://www.thetimes.co.uk/article/tory-steve-dechans-276m-in-ppe-contracts-lands-him-a-place-in-the-country-zgbmmtn8q

Top URLs in Tweet in G2:
[1] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[1] https://www.bbc.com/news/uk-politics-62754148
[1] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=Share_AndroidApp_Other
[1] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules?CMP=Share_AndroidApp_Other

Top URLs in Tweet in G3:
[3] https://www.ft.com/content/a487276a-9f6d-4052-a049-51061030bc79
[2] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=Share_iOSApp_Other
[1] https://www.bailii.org/ew/cases/EWHC/Comm/2022/2258.html
[1] https://www.theguardian.com/culture/2022/aug/31/government-appoints-anti-woke-activist-as-va-trustee
[1] https://twitter.com/Otto_English/status/1565247343347355648

Top URLs in Tweet in G4:
[45] https://www.youtube.com/watch?v=jqSlDmLjiy0&feature=youtu.be

[4] https://www.youtube.com/channel/UCDVltowj5k2pM3zRX5ba_uw
[2] https://mdpr.jp/interview/3326970
[1] https://twitter.com/kaorokuri/status/1565162874208587776
[1] https://mi-muse.mi-glamu.com/ppe/
[1] https://twitter.com/modelpress/status/1564553860324421632
[1] https://twitter.com/enako_cos/status/1565250720957612033
[1] https://twitter.com/enako_cos/status/1566380999646519296
[1] https://twitter.com/level_inf/status/1562984167540854786
[1] https://www.pc-koubou.jp/pc/game_shinohara_minami.php?pre=bct1874_esp

Top URLs in Tweet in G5:
[1] https://twitter.com/danielgoyal/status/1566352606489886721
[1] https://twitter.com/sonofr/status/1565006727317159938
[1] https://twitter.com/sonofr/status/1565249224916221952

Top URLs in Tweet in G6:
[11] https://order-order.com/2022/09/01/20-of-ppe-contracts-might-have-been-dodgy/
[3] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[3] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=share_btn_tw
[1] https://www.documentcloud.org/documents/21080373-report-exercise-alice-middle-east-respiratory-syndrome-15-feb-2016
[1] https://www.ft.com/content/6e970c41-adc5-49f2-a09e-1d83f7ab00b0
[1] https://www.thetimes.co.uk/article/f4e84a40-2a29-11ed-a830-74a6c8fbb722?shareToken=e20f2a228ea648326e3c280649aa04a1
[1] https://leave.eu/
[1] https://twitter.com/politicsjoe_uk/status/1566350900918198272
[1] https://www.thenational.scot/news/20894419.ppe-firm-linked-tory-peer-michelle-mone-issued-winding-petition-hmrc/?ref=twtrec
[1] https://www.theguardian.com/politics/2022/sep/02/ex-commons-standards-chief-chris-bryant-hits-out-over-partygate-legal-advice-reports?CMP=Share_AndroidApp_Tweet

Top URLs in Tweet in G7:
[19] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[8] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=share_btn_tw
[7] https://tweetedtimes.com/media/guardian/all
[2] https://conpaper.tistory.com/105078
[2] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=Share_iOSApp_Other
[2] https://tweetedtimes.com/lilyallen
[1] https://twitter.com/Sintamahalona/status/1564943262590193664
[1] https://m.dagospia.com/povero-silvio-costretto-ad-aggrapparsi-ppe-ndash-presidente-322820
[1] https://twitter.com/DixieRose100/status/1565234416468873218
[1] https://www.ilfattoquotidiano.it/2022/09/01/berlusconi-prova-a-rassicurare-lelettorato-moderato-e-posta-un-video-con-il-presidente-del-ppe-weber-noi-custodi-di-un-governo-europeista/6787436/

Top URLs in Tweet in G8:
[7] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[3] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=Share_iOSApp_Other
[2] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=Share_AndroidApp_Other
[2] https://www.theguardian.com/uk-news/2022/apr/29/nca-launches-investigation-ppe-firm-linked-to-michelle-mone
[2] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=share_btn_tw
[1] https://twitter.com/TweetForTheMany/status/1305469706623647745?s=20&t=eVQu_KOe3q8PsQTMeB8auw
[1] https://twitter.com/DrOsitaMba/status/1565412174847164419
[1] https://magazine.dailybusinessgroup.co.uk/2019/07/07/mone-to-wed-billionaire-in-westminster-chapel/
[1] https://twitter.com/guardian/status/1565399429309407232
[1] https://www.bbc.co.uk/news/uk-politics-62766148

Top URLs in Tweet in G9:
[4] https://www.youtube.com/watch?v=-ZIgWpQZPxw&feature=youtu.be

[4] https://www.youtube.com/watch?v=l4TFwohHiT4&feature=youtu.be

[3] https://twitter.com/nightperstudio/status/1565671435972247552
[2] https://shop.line.me/@190yqpcl/
[2] https://www.tiktok.com/@offroad_ktp/live?_r=1&checksum=197dfd8c842ab04f434938b8ed32659d3bc9455cbfed11e0b6e0271067651148&sec_user_id=MS4wLjABAAAAFALYscDXhOCinF384r7UyE1frS4RhK9cSipQ3uSrA2Os-SfrAeE75MoKmADFYjjF&share_app_id=1180&share_link_id=49B3906C-EAD5-4F25-A8C0-0002E3062F51&source=h5_t×tamp=1662116273&tt_from=twitter&ug_btm=b0%2Cb0&user_id=6936420240322544641&utm_campaign=client_share&utm_medium=ios&utm_source=twitter
[2] https://www.instagram.com/p/CiE6iyBrETB/?igshid=YTgzYjQ4ZTY=
[2] https://www.youtube.com/watch?v=ceiWl83RtOM&feature=youtu.be

[2] https://www.youtube.com/watch?v=lsdE5QDFCIg&feature=youtu.be

[2] https://twitter.com/nightperstudio/status/1565673659792240642
[2] https://www.youtube.com/watch?v=LCuwpvPaQYM&feature=youtu.be


Top URLs in Tweet in G10:
[2] https://www.thenational.scot/news/20894419.ppe-firm-linked-tory-peer-michelle-mone-issued-winding-petition-hmrc/?ref=twtrec
[2] https://bmmagazine.co.uk/news/hmrc-issues-winding-up-petition-against-ppe-firm-linked-to-tory-peer-mone/

Top Domains
Top Domains in Tweet in Entire Graph:
[180] theguardian.com
[148] twitter.com
[87] youtube.com
[32] co.uk
[25] thenational.scot
[19] moneyyy.me
[11] order-order.com
[9] facebook.com
[9] tweetedtimes.com
[8] co.jp

Top Domains in Tweet in G1:
[17] theguardian.com
[2] co.uk
[1] ko-fi.com

Top Domains in Tweet in G2:
[3] theguardian.com
[1] bbc.com

Top Domains in Tweet in G3:
[3] ft.com
[3] theguardian.com
[1] bailii.org
[1] twitter.com

Top Domains in Tweet in G4:
[49] youtube.com
[6] twitter.com
[2] mdpr.jp
[1] mi-glamu.com
[1] pc-koubou.jp
[1] ppe.jp
[1] appli-maker.jp

Top Domains in Tweet in G5:
[3] twitter.com

Top Domains in Tweet in G6:
[11] order-order.com
[9] theguardian.com
[2] co.uk
[1] documentcloud.org
[1] ft.com
[1] leave.eu
[1] twitter.com
[1] thenational.scot
[1] org.uk

Top Domains in Tweet in G7:
[37] twitter.com
[35] theguardian.com
[10] co.uk
[9] tweetedtimes.com
[5] amazon.com
[2] ilfattoquotidiano.it
[2] tistory.com
[1] dagospia.com
[1] informazione.it
[1] warriorprotects.com

Top Domains in Tweet in G8:
[18] theguardian.com
[6] twitter.com
[2] co.uk
[1] archive.ph

Top Domains in Tweet in G9:
[19] twitter.com
[17] youtube.com
[2] line.me
[2] tiktok.com
[2] instagram.com
[1] bit.ly
[1] iq.com

Top Domains in Tweet in G10:
[2] thenational.scot
[2] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[224] viceversaep8
[149] kdppe
[141] perthtanapon
[70] zipxnightperceotalk
[66] ppe
[56] déforestation
[31] gmmtv
[24] ひらいて赤ブー
[22] 愛しの教え子
[19] viceversa



Top Hashtags in Tweet in G1:
[1] toriesdestroyingourcountry
[1] torycorruption

Top Hashtags in Tweet in G2:
[1] ppebloodmoney

Top Hashtags in Tweet in G3:
[4] trumpisgoingtojail
[4] uk
[4] johnsontojail
[4] crimesagainsthumanity
[1] covid19
[1] carehomes
[1] herdimmunity
[1] mitigations
[1] brexitlies
[1] corruptionandlies

Top Hashtags in Tweet in G4:
[7] えなこ
[5] えなこりん
[3] ppe更衣室
[2] こすみっくわーるど
[2] 月刊少年チャンピオン
[2] 篠崎こころ
[1] ppe
[1] えい梨
[1] cosplayer
[1] ミーミューズ

Top Hashtags in Tweet in G5:
[1] borisjohnson
[1] ppe
[1] covid19
[1] gtto

Top Hashtags in Tweet in G6:
[3] brexitchaos
[3] energycrisis
[2] ppe
[1] torycorruption
[1] ridge
[1] sundaymorning
[1] torycriminals
[1] enoughisenough
[1] liarjohnson
[1] gtto

Top Hashtags in Tweet in G7:
[24] ppe
[11] 鎌倉殿の13人
[5] workwear
[4] safety
[3] johnson
[3] fire
[2] vmi
[2] productionline
[2] mro
[2] 섹트

Top Hashtags in Tweet in G8:
[5] loancharge
[4] covid
[2] torycriminalsunfittogovern
[2] hongkong
[2] thicklizzy
[1] torysleaze
[1] followback
[1] panorama
[1] hmrc
[1] nhs

Top Hashtags in Tweet in G9:
[224] viceversaep8
[149] kdppe
[141] perthtanapon
[70] zipxnightperceotalk
[31] gmmtv
[19] viceversa
[13] zipxnightper
[12] gmmtvsafehousess4
[12] laz1
[11] nightperstudio

Top Words
Top Words in Tweet in Entire Graph:
[5413] ppe
[2323] company
[2190] tory
[1517] peer
[1210] medpro
[1128] awarded
[999] linked
[997] bbclaurakt
[964] taxes
[958] million

Top Words in Tweet in G1:
[902] ppe
[873] bbclaurakt
[783] million
[779] tory
[771] medpro
[762] 203
[758] company
[756] peer
[752] awarded
[751] breaking

Top Words in Tweet in G2:
[623] ppe
[567] company
[559] tory
[529] money
[527] linked
[527] taxes
[527] angelarayner
[525] 200m
[523] shock
[523] horror

Top Words in Tweet in G3:
[571] ppe
[518] otto_english
[509] graduate
[507] qualifications
[506] year
[505] 23
[505] old
[505] working
[502] trustee
[501] life

Top Words in Tweet in G4:
[271] ppeのコラボ商品の発売が決定しました
[270] 沖縄ファミリーマート
[241] お知らせ
[223] なんと
[196] enako_cos
[189] さん
[182] 詳細は後日発表となるので
[182] 続報をお楽しみに
[112] お楽しみに
[82] この度沖縄ファミリーマート

Top Words in Tweet in G5:
[331] ppe
[293] clairebubblepop
[279] michelle
[263] tory
[260] company
[248] peer
[247] taxes
[244] lingerie
[242] ffs
[241] pay

Top Words in Tweet in G6:
[221] ppe
[104] trace
[94] track
[70] money
[65] contracts
[46] billions
[44] tory
[44] dodgy
[38] covid
[37] borisjohnson

Top Words in Tweet in G7:
[203] ppe
[54] و
[51] في
[50] الرياض
[50] جدة
[46] مساج
[46] مختصين
[32] tory
[28] issues
[28] against

Top Words in Tweet in G8:
[328] ppe
[266] company
[249] mone
[231] michelle
[218] contracts
[210] linked
[210] peer
[194] awarded
[164] goodlawproject
[162] 203m

Top Words in Tweet in G9:
[401] ร
[224] #viceversaep8
[191] น
[149] #kdppe
[146] เพ
[141] #perthtanapon
[120] ม
[117] ด
[109] ก
[102] บ

Top Words in Tweet in G10:
[488] ppe
[259] company
[224] medpro
[213] david__osland
[210] unusable
[208] ripped
[208] nhs
[208] 79m
[208] selling
[208] being

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1288] tory,peer
[1087] medpro,company
[908] million,ppe
[907] 203,million
[902] awarded,203
[871] ppe,contrac
[864] bbclaurakt,breaking
[864] breaking,astonished
[864] astonished,hear
[864] hear,medpro

Top Word Pairs in Tweet in G1:
[779] million,ppe
[762] 203,million
[755] tory,peer
[750] medpro,company
[750] awarded,203
[749] bbclaurakt,breaking
[749] breaking,astonished
[749] astonished,hear
[749] hear,medpro
[749] company,run

Top Word Pairs in Tweet in G2:
[523] shock,horror
[523] horror,dodgy
[523] dodgy,tory
[523] tory,linked
[523] linked,ppe
[523] ppe,company
[523] company,handed
[523] handed,200m
[523] 200m,taxpayers
[523] taxpayers,money

Top Word Pairs in Tweet in G3:
[509] ppe,graduate
[505] year,old
[505] old,ppe
[504] 23,year
[500] qualifications,23
[500] graduate,become
[500] become,trustee
[500] trustee,brief
[500] brief,working
[500] working,life

Top Word Pairs in Tweet in G4:
[202] お知らせ,なんと
[192] enako_cos,お知らせ
[189] なんと,沖縄ファミリーマート
[182] 沖縄ファミリーマート,さん
[182] さん,ppeのコラボ商品の発売が決定しました
[182] ppeのコラボ商品の発売が決定しました,詳細は後日発表となるので
[182] 詳細は後日発表となるので,続報をお楽しみに
[82] この度沖縄ファミリーマート,ppeのコラボ商品の発売が決定しました
[82] ppeのコラボ商品の発売が決定しました,後日また詳細の方は発表されるので
[82] 後日また詳細の方は発表されるので,お楽しみに

Top Word Pairs in Tweet in G5:
[248] tory,peer
[239] didn,pay
[239] pay,taxes
[239] substandard,ppe
[239] lingerie,company
[238] surprise,tory
[238] peer,michelle
[238] michelle,malone
[238] malone,didn
[238] taxes,substandard

Top Word Pairs in Tweet in G6:
[89] track,trace
[57] ppe,contracts
[29] dodgy,ppe
[23] trumpism,worst
[23] worst,borisjohnson
[23] borisjohnson,away
[23] away,corruption
[23] corruption,still
[23] still,need
[23] need,answers

Top Word Pairs in Tweet in G7:
[26] hmrc,issues
[26] issues,winding
[26] winding,petition
[26] petition,against
[26] against,ppe
[26] ppe,firm
[26] firm,linked
[26] linked,tory
[26] tory,peer
[25] سبا,زيارات

Top Word Pairs in Tweet in G8:
[230] michelle,mone
[170] peer,michelle
[161] awarded,203m
[160] ppe,contracts
[158] company,linked
[156] mone,awarded
[154] linked,conservative
[154] conservative,peer
[154] 203m,worth
[153] contracts,government

Top Word Pairs in Tweet in G9:
[113] เพ,ร
[71] #perthtanapon,#kdppe
[55] #kdppe,#perthtanapon
[52] ร,ธ
[42] #viceversaep8,#perthtanapon
[37] องเพ,ร
[27] long,time
[26] photograper,ppe
[26] ppe,long
[26] time,see

Top Word Pairs in Tweet in G10:
[224] medpro,company
[210] unusable,ppe
[208] ppe,medpro
[208] company,ripped
[208] ripped,nhs
[208] nhs,79m
[208] 79m,selling
[208] selling,unusable
[208] ppe,being
[208] being,wound

Top Replied-To
Top Replied-To in Entire Graph:
@mrjamesob
@format_ppe
@bbclaurakt
@lbc
@the_tpa
@holliethecard
@otto_english
@ppe_iz
@matthancock
@fai_ppe

Top Replied-To in G1:
@bbclaurakt
@simonmaginn
@aaronbastani
@scotontherock5
@ianrevd
@xmarkxryanx1
@loftcrosby
@pompeytomo

Top Replied-To in G2:
@jolyonmaugham
@peterberg261
@angelarayner
@wmclennay
@propanegary
@pete_munford1
@sickybag
@beany_1

Top Replied-To in G3:
@otto_english
@bobmca1
@snigskitchen
@chrisgburns
@jujuliagrace
@themass81
@karlitosroberts
@probablyadick
@v_and_a
@aroberts_andrew

Top Replied-To in G4:
@ishi_ppe_kokoro
@kokoro777pp
@enako_cos
@saki_miyamoto
@enakorumic_0906
@snhr_minami
@yoshida_saki
@pp_enter
@kaorokuri

Top Replied-To in G5:
@adampayne26
@clairebubblepop
@georgewparker
@whittallclive
@richardjmurphy
@mccarthyfintan

Top Replied-To in G6:
@mrjamesob
@lbc
@holliethecard
@dominiquetaegon
@darrengrimes_
@sophielouisecc
@mikegalsworthy
@plummerkevin1
@daveatherton20
@artymarb

Top Replied-To in G7:
@swtollc

Top Replied-To in G8:
@goodlawproject
@suesuezep
@writesbright
@angelarayner
@sussexbylines
@keithbu27595199
@obornetweets
@brianmcl6
@peteyourdoom
@phantompower14

Top Replied-To in G9:
@goldenpup_ppe
@nightperstudio
@sall2909_
@tawan_v
@mynameisnanon
@fytoom
@bammtmd
@ampitchaon
@suppawan2514
@moe_ppe

Top Replied-To in G10:
@david__osland
@jamiegreeneuk

Top Mentioned
Top Mentioned in Entire Graph:
@bbclaurakt
@angelarayner
@otto_english
@clairebubblepop
@mutualaidmem
@david__osland
@enako_cos
@goodlawproject
@iorimoe_five
@jolyonmaugham

Top Mentioned in G1:
@bbclaurakt
@tracydoucet
@kinlochleven7
@loftcrosby
@teresaweath
@jeremybear123
@alanmcbride
@frankie61h
@angelarayner
@everydoctoruk

Top Mentioned in G2:
@angelarayner
@jolyonmaugham
@bbclaurakt
@goodlawproject
@otto_english
@edoneil15
@clairebubblepop
@peterjukes
@hellsbells_mcfc
@rjr_fletcher

Top Mentioned in G3:
@otto_english
@bbclaurakt
@angelarayner
@snigskitchen
@rugbyleaguelisa
@mouseinthecourt
@ianbetteridge
@helenspicer15
@littlegravitas
@clivebull

Top Mentioned in G4:
@enako_cos
@iorimoe_five
@saki_miyamoto
@tsunko_p
@snhr_minami
@yokyu_n
@kokoro777pp
@yoshida_saki
@manatsukin

Top Mentioned in G5:
@clairebubblepop
@bladeofthes
@otto_english
@bbclaurakt
@angelarayner
@stormysturgeon
@durgemeister
@adampayne26
@bernierandall8
@eyes_lilly

Top Mentioned in G6:
@borisjohnson
@peterd1428
@keir_starmer
@lbc
@mikegalsworthy
@guidofawkes
@mrjamesob
@holliethecard
@nickferrarilbc
@toadmeister

Top Mentioned in G7:
@acorn_ic
@saltleygates
@katydid2fury
@paulaqua2

Top Mentioned in G8:
@goodlawproject
@phantompower14
@angelarayner
@bbclaurakt
@chriswchrysalis
@3d3dave
@suesuezep
@otto_english
@rolandhoskins1
@jolyonmaugham

Top Mentioned in G9:
@perthppe
@nightperstudio
@loveinppe
@ppetrends
@allaroundperth
@gmmtv
@tawan_v
@sea_tawinan
@ampitchaon
@jimmyyjp_

Top Mentioned in G10:
@david__osland
@angelarayner
@bbclaurakt
@clairebubblepop
@goodlawproject
@otto_english
@dave43law
@stoneysnapper
@chriswchrysalis
@pimroad

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@cas_2050001283
@suntory
@kirin_brewery
@morinaga_angel
@infoitinterno
@ichiban_kirin
@gocoo_59
@gocoo

Top Tweeters in G1:
@justmebeingme4
@frankentan
@splendentsweven
@keithmfitz
@wstrohmacher
@kernow4corbyn
@eileenvn
@argusdog1206
@sweetie_tweeter
@parkinsonsimpro

Top Tweeters in G2:
@dingabelle
@hugorelly
@kingsmeadmrt
@realdavidcarter
@cristinaprkr
@pippaliciousj
@piyakhanna
@phyl_jones
@zuperpie
@cornubiageol

Top Tweeters in G3:
@net2ayurveda
@paulpaul49
@broomstick33
@magapanthus
@peterandann
@ht4ecosocialism
@bernardmceldown
@pennytindall
@peradventur3
@guse_guse

Top Tweeters in G4:
@gocoo_59
@gocoo
@_y3oa
@a_riselovelive
@woquave02
@gooochin
@shin_chan927
@tomochinlove21
@no_name1597
@kuzu_ningen

Top Tweeters in G5:
@sandradunn1955
@margymayell
@catherinemginn
@caz5697
@shambles151
@jackalsbynight
@den_fabrizi
@steceng22
@lashesxx
@carbonisedpleb

Top Tweeters in G6:
@isthisab0t
@lewtonserena5
@markrowantree
@shirleyyoung2
@mailonline
@keepcalmpersist
@natalie91231732
@trackntracer
@thomasevansadur
@timmyvoe

Top Tweeters in G7:
@cas_2050001283
@infoitinterno
@fleming77
@kulganofcrydee
@danspena
@dbashby
@vijmn
@_dagospia_
@serfiss
@debsf319

Top Tweeters in G8:
@johnjoechad
@ferguson2811
@hughjaeger
@mstkindeed
@theroigner
@hephaistos_ai
@janeygodley
@fascinatorfun
@maureenpickeri5
@barneyhen

Top Tweeters in G9:
@schinarat
@beamspy_
@byunb_q
@jida_98
@tkmmtrigon
@boonzoonlee
@dreamson852
@doh93kim
@hi960907
@52squared_

Top Tweeters in G10:
@fiona_fionnagal
@marciaj64
@awarding_women
@kevthecheff
@heather_c_c
@maelysdervenn
@ellen_coyle
@julie_dutto
@chriswadeevans
@jemloire


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