PPE, Twitter, 9/3/2022 10:55:56 AM, 281216


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PPE_2022-09-03_01-16-49.xlsx
PPE_2022-09-03_01-16-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 03, 2022
Short Description:
PPE via NodeXL https://bit.ly/3KH2krL
@bbclaurakt
@angelarayner
@otto_english
@hjparkhill
@trackntracer
@ppe_sale
@david__osland
@goodlawproject
@wallybois
@youtube

Top hashtags:
#ppe
#zipxnightperceotalk
#kdppe
#perthtanapon
#zipxnightper
#uk
#trumpisgoingtojail

Description:
Description
The graph represents a network of 7,800 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 Saturday, 03 September 2022 at 08:22 UTC.

The requested start date was Saturday, 03 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, 5-hour, 22-minute period from Wednesday, 31 August 2022 at 06:58 UTC to Friday, 02 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 : 7800
Unique Edges : 3920
Edges With Duplicates : 12626
Total Edges : 16546
Number of Edge Types : 5
Retweet : 5696
MentionsInRetweet : 6914
Mentions : 1421
Tweet : 1312
Replies to : 1203
Self-Loops : 1333
Reciprocated Vertex Pair Ratio : 0.0126640571033848
Reciprocated Edge Ratio : 0.0250113688040018
Connected Components : 973
Single-Vertex Connected Components : 315
Maximum Vertices in a Connected Component : 4084
Maximum Edges in a Connected Component : 9730
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 4.874564
Graph Density : 0.000144594474636788
Modularity : 0.518509
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,800 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 Saturday, 03 September 2022 at 08:22 UTC.

The requested start date was Saturday, 03 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, 5-hour, 22-minute period from Wednesday, 31 August 2022 at 06:58 UTC to Friday, 02 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:
[55] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[34] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=share_btn_tw
[14] https://academic.oup.com/jid/advance-article/doi/10.1093/infdis/jiac195/6582941?login=false
[13] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=Share_AndroidApp_Other
[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/
[8] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=Share_iOSApp_Other
[7] https://tweetedtimes.com/media/guardian/all
[7] https://www.firehouse.com/safety-health/ppe/turnout-gear/video/21278491/firefighters-gear-may-increase-cancer-risk-new-studies-show
[6] https://twitter.com/HJParkhill/status/1564511950381502464

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

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/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=share_btn_tw
[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:
[4] https://bylinetimes.com/2022/05/31/challenges-in-byline-times-reporting-of-the-ppe-procurement-scandal/
[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_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://www.theguardian.com/culture/2022/aug/31/government-appoints-anti-woke-activist-as-va-trustee
[1] https://www.theguardian.com/politics/2022/mar/24/michael-gove-private-emails-ppe-deals-tory-linked-firms
[1] https://twitter.com/Otto_English/status/1565247343347355648

Top URLs in Tweet in G4:
[5] https://www.independent.co.uk/news/uk/politics/covid-unusable-ppe-burnt-fast-track-b2030820.html
[5] https://twitter.com/iridisalpha/status/1541051775792418816
[4] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[2] https://www.dailymail.co.uk/health/article-11164203/Has-Chinese-wet-market-centre-Covid-origin-secretly-OPENED-Images-suggest-so.html
[2] https://www.telegraph.co.uk/news/2022/08/31/germanys-plan-eu-reform-even-less-sovereignty/
[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.transparency.org.uk/track-and-trace-uk-PPE-procurement-corruption-risk-VIP-lane
[2] http://p.ss
[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/Iloveautumn2/status/1565238805384335360

Top URLs in Tweet in G5:
[1] https://www.theguardian.com/culture/2022/aug/31/government-appoints-anti-woke-activist-as-va-trustee
[1] https://twitter.com/HJParkhill/status/1564511950381502464

Top URLs in Tweet in G6:
[4] https://mdpr.jp/interview/3326970
[2] https://www.youtube.com/watch?v=0l3vGKt2QNY&feature=youtu.be

[1] https://ppe.jp/enako2022/
[1] https://twitter.com/saki_miyamoto/status/1564749810724388864
[1] https://twitter.com/level_inf/status/1562984167540854786
[1] https://www.pc-koubou.jp/pc/game_shinohara_minami.php?pre=bct1874_esp
[1] https://appli-maker.jp/analytic_apps/107917
[1] https://twitter.com/meiji_s_genki/status/1565172592436162561
[1] https://twitter.com/yokyu_n/status/1565206027767005184
[1] https://twitter.com/enako_cos/status/1565250720957612033

Top URLs in Tweet in G7:
[16] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[7] https://tweetedtimes.com/media/guardian/all
[4] https://techcrunch.com/2022/08/30/medu-4m-reusable-ppe/
[4] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=share_btn_tw
[2] 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
[2] https://gettr.com/post/p1ovk702bcd
[2] https://www.nottinghampost.com/news/local-news/statement-after-large-pile-ppe-7530657
[2] https://www.tgcom24.mediaset.it/elezioni/politiche-2022/berlusconi-riceve-weber-fi-con-sostegno-ppe-avra-successo-e-garantira-governo-europeista_54209840-202202k.shtml
[2] https://www.ppe.pl/
[2] https://conpaper.tistory.com/105078

Top URLs in Tweet in G8:
[7] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm
[4] 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_iOSApp_Other
[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/goodlawproject/status/1565579964619128834
[1] https://archive.ph/S5PKq
[1] https://twitter.com/Anna_Soubry/status/1565414298343669762
[1] https://magazine.dailybusinessgroup.co.uk/2019/07/07/mone-to-wed-billionaire-in-westminster-chapel/
[1] https://twitter.com/DrOsitaMba/status/1565412174847164419

Top URLs in Tweet in G9:
[2] https://bmmagazine.co.uk/news/hmrc-issues-winding-up-petition-against-ppe-firm-linked-to-tory-peer-mone/
[1] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=share_btn_tw
[1] https://www.theguardian.com/politics/2022/sep/01/michelle-mone-hmrc-winding-up-petition-against-ppe-firm?CMP=Share_AndroidApp_Other

Top URLs in Tweet in G10:
[4] https://www.youtube.com/watch?v=RMOS9gXlOmc&feature=youtu.be

[3] http://www.lawson.co.jp/service/loppi/coupon/
[2] https://shindanmaker.com/672364
[2] https://shindanmaker.com/1126014
[2] https://www.kfc.co.jp/agreement_0831_tsukimi
[2] https://faq.uniqlo.com/articles/FAQ/100008172?utm_medium=social&utm_source=Twitter&utm_term=220831&utm_campaign=TW100CP
[2] https://www.makuake.com/project/ap31/
[1] https://www.youtube.com/watch?v=PN6dSQqYm7A&feature=youtu.be

[1] https://www.youtube.com/watch?v=Oau-YOZzkm0&feature=youtu.be

[1] https://tomohappy.repezenfoxx-presents.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[170] twitter.com
[146] theguardian.com
[47] co.uk
[37] youtube.com
[20] ppe.pl
[15] co.jp
[14] oup.com
[11] order-order.com
[10] ukrinform.ua
[9] tweetedtimes.com

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

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

Top Domains in Tweet in G3:
[6] theguardian.com
[4] bylinetimes.com
[3] ft.com
[1] twitter.com

Top Domains in Tweet in G4:
[21] co.uk
[15] twitter.com
[11] theguardian.com
[4] youtube.com
[2] org.uk
[2] p.ss
[1] bloomberg.com
[1] tmz.com
[1] dailym.ai
[1] leave.eu

Top Domains in Tweet in G5:
[1] theguardian.com
[1] twitter.com

Top Domains in Tweet in G6:
[7] twitter.com
[4] mdpr.jp
[2] youtube.com
[1] ppe.jp
[1] pc-koubou.jp
[1] appli-maker.jp
[1] mi-glamu.com

Top Domains in Tweet in G7:
[42] twitter.com
[26] theguardian.com
[16] co.uk
[9] tweetedtimes.com
[8] informazione.it
[6] amazon.com
[4] youtube.com
[4] techcrunch.com
[3] co.th
[2] gettr.com

Top Domains in Tweet in G8:
[19] theguardian.com
[4] twitter.com
[1] archive.ph
[1] co.uk

Top Domains in Tweet in G9:
[2] theguardian.com
[2] co.uk

Top Domains in Tweet in G10:
[11] co.jp
[8] youtube.com
[8] twitter.com
[4] shindanmaker.com
[3] repezenfoxx-presents.com
[2] uniqlo.com
[2] makuake.com
[1] monipla.com
[1] co.uk
[1] peing.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[122] ppe
[66] zipxnightperceotalk
[38] kdppe
[34] perthtanapon
[24] zipxnightper
[24] uk
[23] trumpisgoingtojail
[23] johnsontojail
[23] crimesagainsthumanity
[21] 지수



Top Hashtags in Tweet in G1:
[1] doctorsdeservebetter
[1] torycorruption
[1] partygate
[1] ppe
[1] torysewageparty
[1] covid19

Top Hashtags in Tweet in G2:
[1] ppebloodmoney

Top Hashtags in Tweet in G4:
[4] ppe
[2] glasgow
[2] istandwithjkrowling
[2] finland
[2] truss
[2] boris
[2] torycorruption
[1] liarjohnson
[1] archewell
[1] sunshinesachs

Top Hashtags in Tweet in G5:
[1] johnsonout219
[1] toriesout55
[1] torysewageparty

Top Hashtags in Tweet in G6:
[8] ppe
[8] ppe41
[8] 宮本彩希
[6] えなこ
[6] 篠崎こころ
[3] えなこりん
[2] フィーバー戦姫絶唱シンフォギア3
[2] symphogear
[2] 木曜日は即攻元気の日
[2] 即攻元気

Top Hashtags in Tweet in G7:
[29] ppe
[5] safety
[4] workwear
[3] covid
[3] johnson
[2] covid19
[2] backtoschool
[2] facemask
[2] dragraceuk
[2] dragrace

Top Hashtags in Tweet in G8:
[7] loancharge
[3] hmrc
[3] followback
[2] loanchargescandal
[2] torycriminalsunfittogovern
[1] partygate
[1] covid
[1] cronies
[1] howmanydiedyoushouldhavesaved
[1] nhs

Top Hashtags in Tweet in G9:
[1] toriesout56
[1] toriesout57
[1] johnsonout221

Top Hashtags in Tweet in G10:
[14] キャンペーン
[11] プレゼント
[7] ローソン
[6] ぐでたま
[6] その場で当たる
[5] とろ〜り月見サンド
[5] corruption
[5] ジョイ泡スプレー
[5] amazonギフト券
[4] 猿田彦珈琲カフェラテ無料

Top Words
Top Words in Tweet in Entire Graph:
[5454] ppe
[1818] company
[1759] tory
[1191] peer
[1015] medpro
[1009] awarded
[925] bbclaurakt
[873] linked
[866] million
[844] money

Top Words in Tweet in G1:
[845] ppe
[808] bbclaurakt
[717] million
[704] tory
[703] 203
[702] company
[697] peer
[695] awarded
[694] medpro
[668] breaking

Top Words in Tweet in G2:
[580] ppe
[510] tory
[510] company
[482] money
[477] angelarayner
[476] linked
[476] taxes
[475] dodgy
[475] 200m
[474] taxpayers

Top Words in Tweet in G3:
[591] ppe
[512] otto_english
[503] graduate
[502] qualifications
[499] 23
[499] year
[499] old
[499] working
[497] trustee
[496] life

Top Words in Tweet in G4:
[235] ppe
[99] trace
[92] money
[92] track
[79] tory
[63] contracts
[58] billions
[58] billion
[54] government
[43] people

Top Words in Tweet in G5:
[585] ppe
[529] hjparkhill
[479] pandemic
[455] face
[455] shields
[455] during
[454] each
[454] boxes
[454] 200
[454] surplus

Top Words in Tweet in G6:
[260] 沖縄ファミリーマート
[260] ppeのコラボ商品の発売が決定しました
[227] お知らせ
[217] なんと
[189] enako_cos
[183] さん
[176] 詳細は後日発表となるので
[176] 続報をお楽しみに
[105] お楽しみに
[77] この度沖縄ファミリーマート

Top Words in Tweet in G7:
[252] ppe
[54] و
[51] في
[51] الرياض
[51] جدة
[47] مساج
[41] مختصين
[30] الان
[28] #ppe
[27] مركز

Top Words in Tweet in G8:
[288] ppe
[249] company
[224] mone
[211] michelle
[201] contracts
[193] linked
[185] peer
[179] awarded
[150] 203m
[150] government

Top Words in Tweet in G9:
[434] ppe
[208] company
[178] medpro
[178] nhs
[164] david__osland
[161] ripped
[161] 79m
[161] selling
[161] unusable
[161] being

Top Words in Tweet in G10:
[50] をフォロー
[34] 応募方法
[31] この投稿をrt
[30] フォロー
[21] 23
[16] 31
[14] #キャンペーン
[13] いいね
[11] kfc_jp
[11] #プレゼント

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[972] tory,peer
[939] medpro,company
[811] million,ppe
[806] 203,million
[803] awarded,203
[773] ppe,contrac
[766] bbclaurakt,breaking
[766] breaking,astonished
[766] astonished,hear
[766] hear,medpro

Top Word Pairs in Tweet in G1:
[696] 203,million
[694] million,ppe
[693] awarded,203
[678] tory,peer
[667] medpro,company
[666] bbclaurakt,breaking
[666] breaking,astonished
[666] astonished,hear
[666] hear,medpro
[666] company,run

Top Word Pairs in Tweet in G2:
[474] taxpayers,money
[473] shock,horror
[473] horror,dodgy
[473] dodgy,tory
[473] tory,linked
[473] linked,ppe
[473] ppe,company
[473] company,handed
[473] handed,200m
[473] 200m,taxpayers

Top Word Pairs in Tweet in G3:
[503] ppe,graduate
[499] year,old
[499] old,ppe
[498] 23,year
[495] qualifications,23
[495] graduate,become
[495] become,trustee
[495] trustee,brief
[495] brief,working
[495] working,life

Top Word Pairs in Tweet in G4:
[85] track,trace
[44] ppe,contracts
[28] tory,government
[24] money,dumped
[24] dumped,burned
[24] burned,tory
[24] government,mistakenly
[24] mistakenly,purchased
[24] purchased,billion
[24] billion,unusable

Top Word Pairs in Tweet in G5:
[455] during,pandemic
[454] each,boxes
[454] boxes,200
[454] 200,face
[454] face,shields
[454] shields,surplus
[454] surplus,ppe
[454] ppe,bought
[454] bought,during
[454] pandemic,ve

Top Word Pairs in Tweet in G6:
[196] お知らせ,なんと
[183] なんと,沖縄ファミリーマート
[183] enako_cos,お知らせ
[176] 沖縄ファミリーマート,さん
[176] さん,ppeのコラボ商品の発売が決定しました
[176] 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
[176] 詳細は後日発表となるので,続報をお楽しみに
[77] 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
[77] 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
[77] 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 G7:
[27] سبا,زيارات
[27] زيارات,منزلية
[27] منزلية,و
[27] و,فندقية
[27] 24,ساعة
[27] في,الرياض
[27] جدة,ه
[27] ه,نا
[27] نا,الان
[26] نسعد,بخدمتكم

Top Word Pairs in Tweet in G8:
[210] michelle,mone
[153] peer,michelle
[149] awarded,203m
[148] ppe,contracts
[147] company,linked
[145] mone,awarded
[144] linked,conservative
[144] conservative,peer
[144] 203m,worth
[143] contracts,government

Top Word Pairs in Tweet in G9:
[176] medpro,company
[163] ppe,medpro
[161] company,ripped
[161] ripped,nhs
[161] nhs,79m
[161] 79m,selling
[161] selling,unusable
[161] unusable,ppe
[161] ppe,being
[161] being,wound

Top Word Pairs in Tweet in G10:
[18] をフォロー,この投稿をrt
[10] 23,59まで
[10] 31,水
[9] レペゼン,令和の虎
[8] company,awarded
[8] awarded,203
[8] 203,million
[8] million,ppe
[8] ppe,contract
[8] winding,non

Top Replied-To
Top Replied-To in Entire Graph:
@format_ppe
@mrjamesob
@bbclaurakt
@pimr_ppe
@lbc
@edwina_currie
@holliethecard
@ppe_doo
@otto_english
@marshablackburn

Top Replied-To in G1:
@bbclaurakt
@pompeytomo
@xmarkxryanx1
@beltel
@loftcrosby
@iandunt
@helen121

Top Replied-To in G2:
@jolyonmaugham
@angelarayner
@wmclennay
@propanegary
@pete_munford1
@sickybag
@beany_1
@lordpelagius
@leedarrellirwin
@pauldishman

Top Replied-To in G3:
@otto_english
@snigskitchen
@chrisgburns
@telbabe
@probablyadick
@v_and_a
@aroberts_andrew
@ipitythepoorfo1
@sueellendarling
@adambutler65

Top Replied-To in G4:
@mrjamesob
@lbc
@edwina_currie
@holliethecard
@sophielouisecc
@bbcnews
@borisjohnson
@belle_codes
@duxburypatricia
@peterstefanovi2

Top Replied-To in G5:
@hjparkhill
@nigelki15345343
@grantshapps
@svelji
@robinma46884829

Top Replied-To in G6:
@enako_cos
@kokoro777pp
@manatsukin
@saki_miyamoto
@tsunko_p
@ishi_ppe_kokoro

Top Replied-To in G7:
@swtollc

Top Replied-To in G8:
@goodlawproject
@brianmcl6
@ihatethisthang
@keithbu27595199
@sussexbylines
@peteyourdoom
@phantompower14
@royalmailnews
@bbcnews
@piper66090968

Top Replied-To in G9:
@dcbmep
@david__osland
@jamiegreeneuk
@snyberwiz
@dave43law
@guernseygirl6
@paulbernaluk

Top Replied-To in G10:
@fai_ppe
@hoppe_ppe_
@riko_ppe
@riq_n
@bobbyso95505385
@wacollab
@ppe_po12
@nomakajuen
@rodin_present
@sonicofficialjp

Top Mentioned
Top Mentioned in Entire Graph:
@bbclaurakt
@angelarayner
@hjparkhill
@otto_english
@enako_cos
@david__osland
@goodlawproject
@suesuezep
@mikegalsworthy
@femi_sorry

Top Mentioned in G1:
@bbclaurakt
@brianukulele
@tracydoucet
@kinlochleven7
@teresaweath
@jeremybear123
@loftcrosby
@grouse_beater
@angelarayner
@alanmcbride

Top Mentioned in G2:
@angelarayner
@jolyonmaugham
@bbclaurakt
@drositamba
@goodlawproject
@otto_english
@edoneil15
@hjparkhill
@hellsbells_mcfc
@peterjukes

Top Mentioned in G3:
@otto_english
@angelarayner
@bbclaurakt
@allthecitizens
@peterjukes
@snigskitchen
@rugbyleaguelisa
@bylinetimes
@ianbetteridge
@mouseinthecourt

Top Mentioned in G4:
@lbc
@edwina_currie
@keir_starmer
@jerrykoolkeogh
@iloveautumn2
@trussliz
@belle_codes
@rusty5010
@socialistnhs
@borisjohnson

Top Mentioned in G5:
@hjparkhill
@bbcnottingham
@mrpmharrison
@otto_english
@bbclaurakt
@vandutchmanxxx
@angelarayner
@ianrich15813274
@citzgirl
@_steverojo

Top Mentioned in G6:
@enako_cos
@iorimoe_five
@tsunko_p
@yokyu_n
@snhr_minami
@saki_miyamoto
@kokoro777pp
@yoshida_saki
@gunuko

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

Top Mentioned in G8:
@goodlawproject
@phantompower14
@bbclaurakt
@angelarayner
@chriswchrysalis
@3d3dave
@otto_english
@stfilansdream
@brianmcl6
@nobigfish

Top Mentioned in G9:
@david__osland
@angelarayner
@dave43law
@bbclaurakt
@dcbmep
@chrisorton2011
@goodlawproject
@hjparkhill
@stoneysnapper
@otto_english

Top Mentioned in G10:
@kfc_jp
@youtube
@joy_pg_japan
@kirin_brewery
@lounge_kyujin2
@djshacho_foxx
@wallybois
@pad_sexy
@h1onomura
@japan_gummy

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@cas_2050001283
@suntory
@kirin_brewery
@kfc_jp
@morinaga_angel
@infoitinterno
@gocoo_59
@kayemenner

Top Tweeters in G1:
@justmebeingme4
@frankentan
@splendentsweven
@keithmfitz
@wstrohmacher
@kernow4corbyn
@argusdog1206
@sweetie_tweeter
@parkinsonsimpro
@mlvalentino1

Top Tweeters in G2:
@dingabelle
@kingsmeadmrt
@realdavidcarter
@cristinaprkr
@pippaliciousj
@piyakhanna
@zuperpie
@cornubiageol
@lindahurrell
@drwintadd

Top Tweeters in G3:
@net2ayurveda
@broomstick33
@magapanthus
@peterandann
@ht4ecosocialism
@pennytindall
@peradventur3
@guse_guse
@fagankara
@teajunkie1

Top Tweeters in G4:
@flight_refunds
@daily_express
@spanishdan1
@telegraph
@bbcnews
@mailonline
@keepcalmpersist
@iloveautumn2
@natalie91231732
@richardcalhoun

Top Tweeters in G5:
@margymayell
@paulpaul49
@shirleyyoung2
@garioncoyote
@juliecuninghame
@bernardmceldown
@paul_trembath
@madmontesaurus
@martinandrea86
@knitagran

Top Tweeters in G6:
@gocoo_59
@gocoo
@a_riselovelive
@woquave02
@gooochin
@shin_chan927
@tomochinlove21
@meiji_s_genki
@kuzu_ningen
@shakugans

Top Tweeters in G7:
@cas_2050001283
@infoitinterno
@fleming77
@ambulsiva
@bfm4440
@kulganofcrydee
@danspena
@bizcommunityit
@news24_it
@25at000

Top Tweeters in G8:
@johnjoechad
@ferguson2811
@hughjaeger
@mstkindeed
@theroigner
@janeygodley
@thescotsman
@fascinatorfun
@maureenpickeri5
@nlygo

Top Tweeters in G9:
@s9tmt
@mckinlay_liz
@childofalba
@fiona_fionnagal
@awarding_women
@paulbernaluk
@kevthecheff
@knittedkittie
@heather_c_c
@maelysdervenn

Top Tweeters in G10:
@japan_lawson
@akiko_lawson
@suntory
@kirin_brewery
@kfc_jp
@ajinomotopark
@sugoinatto_cp
@freshness_1992
@uniqlo_jp
@kewpie_official


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