PPE, Twitter, 12/19/2022 1:19:46 PM, 286590


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PPE_2022-12-19_01-45-02.xlsx
PPE_2022-12-19_01-45-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 19, 2022
Short Description:
PPE via NodeXL https://bit.ly/3WaKgey
@jolyonmaugham
@supertanskiii
@goodlawproject
@bydonkeys
@trackntracer
@bladeofthes
@marinapurkiss
@campbellclaret
@bbcrosatkins
@zero_4

Top hashtags:
#ppe
#qatargate
#nhs
#kdppe
#perthtanapon
#amazonギフト券
#鎌倉殿の13人
#torycorruption

Description:
Description
The graph represents a network of 7,217 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, 19 December 2022 at 09:50 UTC.

The requested start date was Monday, 19 December 2022 at 01:01 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, 0-hour, 48-minute period from Thursday, 15 December 2022 at 11:33 UTC to Sunday, 18 December 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 : 7217
Unique Edges : 4056
Edges With Duplicates : 13176
Total Edges : 17232
Number of Edge Types : 5
Replies to : 1149
Retweet : 5889
MentionsInRetweet : 7461
Tweet : 1015
Mentions : 1718
Self-Loops : 1028
Reciprocated Vertex Pair Ratio : 0.00787234042553192
Reciprocated Edge Ratio : 0.0156217014988389
Connected Components : 687
Single-Vertex Connected Components : 294
Maximum Vertices in a Connected Component : 5330
Maximum Edges in a Connected Component : 14219
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.792191
Graph Density : 0.000181919875681556
Modularity : 0.497841
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,217 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, 19 December 2022 at 09:50 UTC.

The requested start date was Monday, 19 December 2022 at 01:01 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, 0-hour, 48-minute period from Thursday, 15 December 2022 at 11:33 UTC to Sunday, 18 December 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:
[51] https://www.mirror.co.uk/news/uk-news/prisoners-paid-350-day-dismantle-28759213
[41] https://goodlawproject.org/revealed-ppe-storage-costs-hit-1bn-as-vip-firm-uniserves-profit-soars/?utm_source=Twitter&utm_campaign=PPEStorage151222&utm_medium=social%20media
[14] https://www.mirror.co.uk/news/uk-news/prisoners-paid-350-day-dismantle-28759213?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[12] https://twitter.com/ByDonkeys/status/1603366602887536640
[12] https://www.theguardian.com/uk-news/2022/dec/09/revealed-the-full-inside-story-of-the-michelle-mone-ppe-scandal
[9] https://twitter.com/bydonkeys/status/1603366602887536640
[6] https://www.cp24.com/news/about-66m-worth-of-ppe-disposed-of-by-ontario-government-auditor-finds-1.6174859
[5] https://goodlawproject.org/revealed-ppe-storage-costs-hit-1bn-as-vip-firm-uniserves-profit-soars/
[5] https://www.youtube.com/watch?v=ZsrSN-OCk8w&feature=youtu.be

[5] https://ip.affiliate.dmm.com/receive/?lurl=%27aHR0cHM6Ly9ib29rLmRtbS5jb20vZGV0YWlsL2I5OTlic3FleDAxODQ4L2RtbTg0Mi0wODI=%27&date=20221121122221&media=search_link&type=text

Top URLs in Tweet in G1:
[1] https://www.hulldailymail.co.uk/news/hull-east-yorkshire-news/inside-story-how-arco-snubbed-7906386?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://glplive.org/6h5
[1] https://glplive.org/uyj
[1] https://www.bbc.co.uk/sport/tennis/63987543
[1] https://www.arco.co.uk/news/ppe-procurement-statement-december-2022?utm_source=Twitter&utm_medium=Organic-Social&utm_campaign=PPEProcurement&utm_content=DecemberStatement
[1] https://twitter.com/markeverett1977/status/1604267301464952839
[1] https://www.theguardian.com/uk-news/2022/dec/09/revealed-the-full-inside-story-of-the-michelle-mone-ppe-scandal?CMP=Share_iOSApp_Other
[1] https://twitter.com/angus_young61/status/1604403734796242944
[1] https://twitter.com/JolyonMaugham/status/1603430374385885184
[1] https://twitter.com/cormora35099547/status/1604424136323141632

Top URLs in Tweet in G2:
[3] https://www.theguardian.com/politics/2022/mar/27/government-paid-firm-linked-to-tory-peer-122m-for-ppe-bought-for-46m
[3] https://www.theguardian.com/uk-news/2022/dec/09/revealed-the-full-inside-story-of-the-michelle-mone-ppe-scandal
[3] https://www.theguardian.com/uk-news/2022/nov/23/revealed-tory-peer-michelle-mone-secretly-received-29m-from-vip-lane-ppe-firm
[2] https://goodlawproject.org/revealed-ppe-storage-costs-hit-1bn-as-vip-firm-uniserves-profit-soars/?utm_source=Twitter&utm_campaign=PPEStorage151222&utm_medium=social%20media
[2] https://twitter.com/bydonkeys/status/1603366602887536640
[1] https://twitter.com/BoyCharioteer/status/1603309812393050112
[1] https://twitter.com/MarinaPurkiss/status/1604108658647908352
[1] https://parliamentlive.tv/
[1] https://parliamentlive.tv/event/index/1f722cdd-3196-4e55-b7ea-6dcfe1084c24?in=14:45:33
[1] https://twitter.com/Conservatives/status/1603714050126483456

Top URLs in Tweet in G3:
[2] https://twitter.com/bydonkeys/status/1603366602887536640
[1] https://www.hulldailymail.co.uk/news/hull-east-yorkshire-news/inside-story-how-arco-snubbed-7906386
[1] https://bylinetimes.com/2022/05/31/challenges-in-byline-times-reporting-of-the-ppe-procurement-scandal/
[1] https://www.dailyrecord.co.uk/news/scottish-news/michelle-mone-husband-tax-charge-28753199
[1] https://www.theguardian.com/uk-news/2022/dec/17/public-support-nurses-strike-pressure-sunak-tories?CMP=Share_iOSApp_Other
[1] https://twitter.com/ByDonkeys/status/1603366602887536640
[1] https://myemail.constantcontact.com/Just-talk.html?soid=1102665899193&aid=RgUkBvlR6CI
[1] https://twitter.com/diva_political/status/1603675222787383296

Top URLs in Tweet in G4:
[3] https://voxpoliticalonline.com/2022/12/16/eu-corruption-arrests-show-why-the-united-kingdom-is-more-corrupt/

Top URLs in Tweet in G5:
[35] https://goodlawproject.org/revealed-ppe-storage-costs-hit-1bn-as-vip-firm-uniserves-profit-soars/?utm_source=Twitter&utm_campaign=PPEStorage151222&utm_medium=social%20media
[3] https://goodlawproject.org/revealed-tory-donors-company-awarded-4-5-million-government-contract-to-take-care-of-mountain-of-unusable-ppe-waste/?utm_source=Twitter&utm_campaign=ClipperPPE121222&utm_medium=social%20media
[2] https://goodlawproject.org/revealed-ppe-storage-costs-hit-1bn-as-vip-firm-uniserves-profit-soars/
[2] https://goodlawproject.org/revealed-tory-donors-company-awarded-4-5-million-government-contract-to-take-care-of-mountain-of-unusable-ppe-waste/
[1] https://glplive.org/s8m
[1] https://glplive.org/g62
[1] https://glplive.org/PPE-Storage-Costs
[1] https://goodlawproject.org/revealed-ppe-storage-costs-hit-1bn-as-vip-firm-uniserves-profit-soars/?utm_source=Twitter&utm_campaign=PPEStorage161222&utm_medium=social%20media
[1] https://twitter.com/GoodLawProject/status/1604152695610228737
[1] https://twitter.com/GoodLawProject/status/1603424952866439168

Top URLs in Tweet in G6:
[6] https://www.mirror.co.uk/news/uk-news/prisoners-paid-350-day-dismantle-28759213?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[5] https://twitter.com/ByDonkeys/status/1603366602887536640
[5] https://ip.affiliate.dmm.com/receive/?lurl=%27aHR0cHM6Ly9ib29rLmRtbS5jb20vZGV0YWlsL2I5OTlic3FleDAxODQ4L2RtbTg0Mi0wODI=%27&date=20221121122221&media=search_link&type=text
[4] https://www.mirror.co.uk/news/uk-news/prisoners-paid-350-day-dismantle-28759213
[2] https://twitter.com/campbellclaret/status/1603465771467870225
[2] https://twitter.com/bydonkeys/status/1603366602887536640
[2] https://twitter.com/rec777777/status/1603375094188969984
[2] https://www.ansa.it/sito/notizie/topnews/2022/12/16/qatar-ppe-non-esiste-un-patto-di-non-aggressione-con-sd_116d13a8-bdcf-40fe-a0dd-fa03a8c27fcb.html
[2] https://www.youtube.com/watch?v=uShgypTQh6s

[2] https://ip.affiliate.dmm.com/receive/?lurl=%27aHR0cHM6Ly9ib29rLmRtbS5jb20vZGV0YWlsL2I5OTlic3FleDAxODQ4L2RtbTg0Mi0wNzM=%27&date=20221213122220&media=search_link&type=text

Top URLs in Tweet in G7:
[3] https://www.mirror.co.uk/news/politics/piles-unused-ppe-costing-1million-25391211
[2] https://www.dailymail.co.uk/news/article-11421837/Ministers-accused-burning-public-money-13m-worth-PPE-sold-just-400-000.html
[2] https://www.theguardian.com/uk-news/2022/dec/06/ministers-to-release-papers-relating-to-firm-recommended-by-michelle-mone?CMP=share_btn_tw
[1] https://twitter.com/guardian/status/1603394233297248260
[1] https://twitter.com/paullewismoney/status/1601870149996494851
[1] https://www.thetimes.co.uk/article/the-ppe-rich-list-covid-firms-unmasked-6270fk8xw?shareToken=6edc2c8065acee11d75d2244ec91042f
[1] https://www.ft.com/content/14a4f697-bf53-4883-90d7-12d8ebc1879c
[1] https://www.bbc.co.uk/iplayer/episode/p0dpcw4r/ros-atkins-on-baroness-michelle-mone-and-ppe-allegations
[1] https://twitter.com/jolyonmaugham/status/1603430374385885184
[1] https://twitter.com/BBCNewsnight/status/1600263494443880448

Top URLs in Tweet in G8:
[3] https://goodlawproject.org/revealed-ppe-storage-costs-hit-1bn-as-vip-firm-uniserves-profit-soars/?utm_source=Twitter&utm_campaign=PPEStorage151222&utm_medium=social%20media
[1] https://twitter.com/johnredwood/status/1604360149266751489
[1] https://www.themedicportal.com/application-guide/ucas/finances/
[1] https://twitter.com/lbc/status/1603789909973770242
[1] https://www.mirror.co.uk/news/uk-news/prisoners-paid-350-day-dismantle-28759213?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/johnredwood/status/1603625889182482433
[1] https://goodlawproject.org/revealed-ppe-storage-costs-hit-1bn-as-vip-firm-uniserves-profit-soars/

Top URLs in Tweet in G9:
[2] https://www.bbc.co.uk/iplayer/episode/p0dpcw4r/ros-atkins-on-baroness-michelle-mone-and-ppe-allegations
[1] https://www.bbc.co.uk/news/uk-politics-63871448
[1] https://www.theguardian.com/world/2022/jan/06/tory-peer-michelle-mone-involved-ppe-medpro-government-contracts
[1] https://www.theguardian.com/politics/2022/jan/12/use-of-vip-lane-to-award-covid-ppe-contracts-unlawful-high-court-rules
[1] https://www.cityam.com/government-faces-lawsuit-over-108m-ppe-contract-with-pest-control-firm/
[1] https://www.bbc.co.uk/news/av/uk-63977886
[1] https://www.nytimes.com/interactive/2020/12/17/world/europe/britain-covid-contracts.html
[1] https://www.theguardian.com/uk-news/2022/dec/09/revealed-the-full-inside-story-of-the-michelle-mone-ppe-scandal

Top URLs in Tweet in G10:
[1] https://www.gponline.com/useless-ppe-worth-half-englands-entire-basic-gp-funding-incinerated/article/1789304
[1] https://www.independent.co.uk/voices/michelle-mone-money-ppe-covid-scandal-b2240477.html
[1] https://www.theguardian.com/uk-news/2022/dec/09/revealed-the-full-inside-story-of-the-michelle-mone-ppe-scandal?CMP=share_btn_tw
[1] https://twitter.com/john4brexit/status/1603300955495497728

Top Domains
Top Domains in Tweet in Entire Graph:
[178] twitter.com
[128] co.uk
[54] goodlawproject.org
[42] theguardian.com
[33] youtube.com
[11] co.jp
[8] dmm.com
[8] ansa.it
[6] monipla.com
[6] amazon.com

Top Domains in Tweet in G1:
[6] twitter.com
[5] co.uk
[2] glplive.org
[2] goodlawproject.org
[1] theguardian.com

Top Domains in Tweet in G2:
[10] twitter.com
[10] theguardian.com
[3] co.uk
[3] goodlawproject.org
[2] parliamentlive.tv
[2] youtube.com

Top Domains in Tweet in G3:
[4] twitter.com
[2] co.uk
[1] bylinetimes.com
[1] theguardian.com
[1] constantcontact.com

Top Domains in Tweet in G4:
[3] voxpoliticalonline.com

Top Domains in Tweet in G5:
[43] goodlawproject.org
[3] glplive.org
[3] twitter.com
[3] co.uk
[3] theguardian.com
[2] openandcandid.com

Top Domains in Tweet in G6:
[46] twitter.com
[26] co.uk
[7] dmm.com
[6] ansa.it
[6] amazon.com
[5] youtube.com
[2] theguardian.com
[2] peing.net
[1] org.uk
[1] dt.gl

Top Domains in Tweet in G7:
[7] co.uk
[4] twitter.com
[2] theguardian.com
[1] ft.com

Top Domains in Tweet in G8:
[4] goodlawproject.org
[3] twitter.com
[1] themedicportal.com
[1] co.uk

Top Domains in Tweet in G9:
[4] co.uk
[3] theguardian.com
[1] cityam.com
[1] nytimes.com

Top Domains in Tweet in G10:
[1] gponline.com
[1] co.uk
[1] theguardian.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[100] ppe
[62] qatargate
[53] nhs
[42] kdppe
[39] perthtanapon
[36] amazonギフト券
[34] 鎌倉殿の13人
[32] torycorruption
[29] bbclaurak
[27] michellemone



Top Hashtags in Tweet in G1:
[3] ppe
[3] torycorruption
[2] covid19
[1] toriesout164
[1] generalelectionnow
[1] whereismichelle
[1] torybritain
[1] torycostofgreedcrisis
[1] poverty
[1] tory

Top Hashtags in Tweet in G2:
[35] nhs
[9] r4today
[6] ppe
[6] torycorruption
[5] saveournhs
[5] bbcqt
[5] tory
[4] generalelectionnow
[4] sunday
[3] toryliars

Top Hashtags in Tweet in G3:
[11] ppe
[10] sunak
[6] brexit
[6] oilandgas
[2] laurak
[2] nastytoryparty
[1] whereismichelle
[1] loanchargescandal
[1] bbclaurak
[1] torymismanagement

Top Hashtags in Tweet in G4:
[2] nursesstrike
[2] michellemone

Top Hashtags in Tweet in G5:
[5] i_have_the_emails
[5] still_no_apology
[4] toriesout164
[4] torycorruption
[3] generalelectionnow
[2] ppescandal
[2] torychaos
[2] tories
[2] profit
[2] covid

Top Hashtags in Tweet in G6:
[34] 鎌倉殿の13人
[18] ppe
[6] bbclaurak
[4] nhs
[3] nhsworkersneedapayrise
[3] nursesstrike
[3] covid19
[3] 篠原みなみ
[2] ぐるナイ
[2] nhsstrikes

Top Hashtags in Tweet in G7:
[11] bbcqt
[9] colchester
[4] nhs
[3] ppe
[1] nursestrike
[1] fairpayfornursing
[1] fairpayfornurses
[1] nursesstrike
[1] nhsworkersneedapayrise
[1] r4today

Top Hashtags in Tweet in G8:
[2] gmb
[2] bbcbreakfast
[2] bbcnews
[2] skynews
[2] r4today
[1] toriesunfittogovern
[1] supportthestrikes
[1] nhs

Top Hashtags in Tweet in G9:
[7] tomorrowspaperstoday
[7] sundaymirror
[7] mirror
[3] partygate
[1] supportthestrikes
[1] nhsstrike
[1] fairpayfornursing
[1] fairpayfornurses
[1] generalstrikenow
[1] r4today

Top Hashtags in Tweet in G10:
[4] followbackfriday
[3] torycorruption
[2] gtto
[2] generalelectionnow
[1] toriesdestroyingourcountry
[1] toriesoutnow

Top Words
Top Words in Tweet in Entire Graph:
[5266] ppe
[1192] nurses
[1116] tory
[1094] money
[1008] government
[866] pay
[865] mone
[831] michelle
[660] tories
[641] uniserve

Top Words in Tweet in G1:
[864] ppe
[429] jolyonmaugham
[270] vip
[262] much
[261] unusable
[260] uniserve
[257] sold
[255] transport
[255] sums
[255] high

Top Words in Tweet in G2:
[525] ppe
[162] money
[133] tory
[130] government
[108] trace
[102] contracts
[95] billions
[94] track
[88] nurses
[81] nhs

Top Words in Tweet in G3:
[339] good
[306] ppe
[258] bydonkeys
[202] useless
[184] campbellclaret
[184] michelle
[180] millions
[175] tax
[171] dodgers
[170] tories

Top Words in Tweet in G4:
[400] ppe
[381] nurses
[378] without
[378] supertanskiii
[377] ran
[377] suitcases
[377] mps
[377] wheeled
[377] towards
[377] downing

Top Words in Tweet in G5:
[385] ppe
[294] goodlawproject
[190] billion
[167] unused
[153] covid
[142] storing
[92] kits
[86] paid
[82] nurses
[81] money

Top Words in Tweet in G6:
[198] في
[167] ppe
[100] 24
[100] '
[99] جدة
[99] زيارات
[99] راحة
[99] متعددة
[99] بالرياض
[99] سبا

Top Words in Tweet in G7:
[147] ppe
[134] pay
[132] nurses
[124] caulfield
[122] maria
[105] femi_sorry
[93] money
[78] more
[76] government
[73] tory

Top Words in Tweet in G8:
[223] bladeofthes
[206] one
[166] public
[123] support
[104] ppe
[104] strikers
[103] sunak
[103] lose
[103] believes
[103] war

Top Words in Tweet in G9:
[280] story
[277] ppe
[221] mone
[216] michelle
[208] medpro
[205] bbcrosatkins
[200] mins
[159] michael
[158] produced
[158] cox

Top Words in Tweet in G10:
[197] marinapurkiss
[195] brexit
[192] 42
[192] 28bn
[192] 6bn
[145] pay
[144] cost
[138] divorce
[138] strikers
[138] 37bn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[579] michelle,mone
[471] ppe,tory
[470] tory,mps
[468] without,ppe
[461] towards,deadly
[461] ran,towards
[461] deadly,virus
[461] virus,without
[460] booze,downing
[460] nurses,paramedics

Top Word Pairs in Tweet in G1:
[255] unusable,huge
[255] transport,ppe
[255] much,unusable
[255] sky,high
[255] sums,transport
[255] huge,sums
[255] sold,ppe
[255] high,prices
[255] prices,much
[255] ppe,sky

Top Word Pairs in Tweet in G2:
[85] track,trace
[59] happy,sunday
[59] sunday,two
[59] today,paying
[59] questions,today
[59] 220,000
[59] paying,220
[59] 000,defend
[59] everyone,happy
[59] morning,everyone

Top Word Pairs in Tweet in G3:
[202] useless,ppe
[171] tax,dodgers
[169] surprise,tax
[169] according,nao
[169] nao,good
[169] times,bad
[169] bad,tories
[169] tories,party
[169] quelle,surprise
[169] dodgers,good

Top Word Pairs in Tweet in G4:
[377] booze,downing
[377] towards,deadly
[377] ppe,tory
[377] paramedics,ran
[377] ran,towards
[377] without,ppe
[377] suitcases,booze
[377] wheeled,suitcases
[377] tory,mps
[377] mps,wheeled

Top Word Pairs in Tweet in G5:
[160] unused,ppe
[142] ppe,covid
[142] storing,unused
[73] covid,testing
[73] testing,kits
[73] cost,storing
[72] eye,watering
[72] kits,exceeded
[72] exceeded,eye
[72] watering,billion

Top Word Pairs in Tweet in G6:
[99] 24,ساعة
[99] جدة,ه
[99] مساج,سبا
[99] دفع,متعددة
[99] فلبيني,كاس
[99] الان,راحة
[99] نسعد,بخدمتكم
[99] أفضل,مختص
[99] مدينة,بجدة
[99] راحة,العميل

Top Word Pairs in Tweet in G7:
[122] maria,caulfield
[63] niall,paterson
[61] discussed,pay
[61] strike,government
[61] pay,maria
[61] paterson,nurses
[61] nurses,strike
[61] government,discussed
[60] femi_sorry,niall
[54] ways,find

Top Word Pairs in Tweet in G8:
[103] simple,reason
[103] reason,case
[103] war,against
[103] against,strikers
[103] one,believes
[103] believes,public
[103] sunak,lose
[103] lose,war
[103] one,simple
[103] case,one

Top Word Pairs in Tweet in G9:
[212] michelle,mone
[208] ppe,medpro
[208] mone,ppe
[160] story,michelle
[158] produced,michael
[158] mins,produced
[158] michael,cox
[115] medpro,story
[113] denials,mins
[113] story,allegations

Top Word Pairs in Tweet in G10:
[192] 42,6bn
[192] 6bn,brexit
[138] bill,37bn
[138] brexit,divorce
[138] divorce,bill
[137] ll,cost
[137] context,42
[137] meet,strikers
[137] 28bn,meet
[137] pay,demands

Top Replied-To
Top Replied-To in Entire Graph:
@johnredwood
@rec777777
@bydonkeys
@skynews
@7co6rpiuarlm6ad
@tomhfh
@politlcsuk
@goodlawproject
@peterstefanovi2
@nilegardiner

Top Replied-To in G1:
@jolyonmaugham
@richardburgon
@lee1981__
@adambienkov
@dave43law
@bbcquestiontime
@grahamcarter5
@david_conn
@procure4health
@miss_snuffy

Top Replied-To in G2:
@johnredwood
@rec777777
@skynews
@tomhfh
@bbcpolitics
@peterstefanovi2
@conservatives
@politicsjoe_uk
@nadhimzahawi
@toryboypierce

Top Replied-To in G3:
@bydonkeys
@campbellclaret
@smittyste
@natasha_kc1
@tweetsfromearth
@marykapadia
@ivorbumpton
@greenjjnews
@mettlesome_teri

Top Replied-To in G4:
@counsellingsam
@farrellroger
@tomhfh
@supertanskiii

Top Replied-To in G5:
@goodlawproject
@gov2uk
@realeubreak
@britain_people
@peterstefanovi2
@nikicinder
@bernardobrien06
@markeverett1977
@morrison_patsy
@marcuschown

Top Replied-To in G7:
@femi_sorry
@murdo_fraser
@willquince
@harrison_alan
@nigel_farage
@13sarahmurphy
@vitt2tsnoc
@gmb
@paullewismoney
@saulstaniforth

Top Replied-To in G8:
@bladeofthes
@sailor_bill1141
@carryonkeith
@sheilam19534814
@lgalloway77
@helenstatham2
@fizzysharks
@ruthde

Top Replied-To in G9:
@brugesgroup
@bbcrosatkins
@ceciliaissmart
@artiphishal1
@ticerichard

Top Replied-To in G10:
@john4brexit
@marinapurkiss
@exmoorman1
@mikeogallagher
@thetrawlpodcast
@timesradio

Top Mentioned
Top Mentioned in Entire Graph:
@jolyonmaugham
@supertanskiii
@goodlawproject
@bladeofthes
@bydonkeys
@campbellclaret
@bbcrosatkins
@marinapurkiss
@arcosafety
@mailonline

Top Mentioned in G1:
@jolyonmaugham
@arcosafety
@david_conn
@secrettory12
@goodlawproject
@marionmacalpine
@zero_4
@bbcrosatkins
@dougwriter
@campbellclaret

Top Mentioned in G2:
@bbcnews
@jennife94501468
@b
@dave43law
@conservatives
@rec777777
@johnredwood
@dunlin57
@pennymordaunt
@peterstefanovi2

Top Mentioned in G3:
@bydonkeys
@campbellclaret
@greenjennyjones
@natasha_kc1
@bylinetimes
@diannebancroft
@drmeenalviz
@diva_political
@peyiaa101
@smittyste

Top Mentioned in G4:
@supertanskiii
@campbellclaret
@jolyonmaugham
@biggies_maiis
@bydonkeys
@midwalesmike
@jojowildblonde
@kohima44terry
@angeywatson
@shawngazard

Top Mentioned in G5:
@goodlawproject
@russellscott1
@jolyonmaugham
@campbellclaret
@gov2uk
@supertanskiii
@marcuschown
@hepababe
@withorpe
@markeverett1977

Top Mentioned in G6:
@saffiya_khan1
@irenejuliawise
@plaintshirtsuk
@c_randieri
@co_ppe_lia_

Top Mentioned in G7:
@femi_sorry
@saulstaniforth
@thetimes
@13sarahmurphy
@piyakhanna
@rishisunak
@paullewismoney
@stfcphil
@johnnyforeign12
@colchlondoner

Top Mentioned in G8:
@bladeofthes
@fizzysharks
@supertanskiii
@carryonkeith
@goodlawproject
@campbellclaret
@marinapurkiss
@carol10306228
@haggis_uk
@brucemcrobbo

Top Mentioned in G9:
@bbcrosatkins
@bladeofthes
@tmorrowspapers
@campbellclaret
@richardbentall
@marinapurkiss
@gemmagould
@bydonkeys
@supertanskiii
@jolyonmaugham

Top Mentioned in G10:
@marinapurkiss
@john4brexit
@philmoorhouse76
@supertanskiii
@goodlawproject
@haggis_uk
@jolyonmaugham
@thetrawlpodcast
@campbellclaret
@bydonkeys

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@hokkahokkap
@kadokawa_san
@aquaclara_info
@asahiinryo_jp
@abema
@paoloigna1
@p_bandai
@s9tmt
@independent

Top Tweeters in G1:
@adekleine
@tshep42
@paulpaul49
@manatrue
@kirkmurphy
@safarisara
@ellih53
@find45sdealer
@shakeystephens
@alexadwilson

Top Tweeters in G2:
@thesun
@skynews
@terryelaineh1
@shirleyyoung2
@bbcnews
@starterpat
@trackntracer
@janeygodley
@fascinatorfun
@knitagran

Top Tweeters in G3:
@underyourtree
@hacketttom
@ablnk
@jazzaoxon
@xpatjock
@gperdikaris
@jagxjr40
@humanwhohears
@johnandi
@halseyjane

Top Tweeters in G4:
@henriklubo
@flamencobug
@tanvirhamid1982
@jean_brodie
@eyejosh
@not1fish
@andytay60536072
@penguinofeurope
@davie5456
@cre8nu

Top Tweeters in G5:
@wildwalkerwoman
@tartancobweb
@childofalba
@vespasian91
@tone1923
@marcuschown
@philewis
@larochecs
@susannaamala5
@jcollaro

Top Tweeters in G6:
@paoloigna1
@dal0028751
@bizcommunityit
@news24_it
@csibike1
@saffiya_khan1
@steph80335
@c_randieri
@sirenmoonbee
@youschlange

Top Tweeters in G7:
@allchanges
@quangels
@sheronwilkie
@glynis_fisher
@amandajs11
@piyakhanna
@jazzysid
@jessicahol
@anniepop2027
@julie_dutto

Top Tweeters in G8:
@hausofrushdi
@jeannebartram
@fireytopaz
@maurlind
@saleemulhuq
@phyl_jones
@katieogrady4
@ianrslack2
@sixfieldssid
@bizthebuz

Top Tweeters in G9:
@curiocat13
@caz5697
@juliecuninghame
@den_fabrizi
@davidheadviews
@idontmind64
@jenemm3
@jl_998
@olwyn_55
@corrydes

Top Tweeters in G10:
@armyofwomack
@walshheyjude
@kestrel7141
@tdoylecarasol
@ldrscke
@huwphuw
@vincitomniave18
@cherylcorless41
@greenoakframing
@vicktor1111


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