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PPE_2021-11-30_02-24-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2021
Short Description:
PPE via NodeXL https://bit.ly/3EaYsv2
@borisjohnson_mp
@ccwearmouth
@joannechocolat
@angelarayner
@goodlawproject
@drkate_miller
@resourcefulhdr
@jolyonmaugham
@marisharayld
@wizardbattery

Top hashtags:
#ppe
#kdppe
#perthtanapon
#ptd_on_stage_la

Description:
Description
The graph represents a network of 8,207 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 30 November 2021 at 10:35 UTC.

The requested start date was Tuesday, 30 November 2021 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, 3-hour, 22-minute period from Friday, 26 November 2021 at 08:58 UTC to Monday, 29 November 2021 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 : 8207
Unique Edges : 3892
Edges With Duplicates : 12263
Total Edges : 16155
Number of Edge Types : 5
Retweet : 5475
MentionsInRetweet : 6435
Tweet : 1426
Mentions : 1685
Replies to : 1134
Self-Loops : 1463
Reciprocated Vertex Pair Ratio : 0.0104811815150071
Reciprocated Edge Ratio : 0.0207449316360207
Connected Components : 1148
Single-Vertex Connected Components : 380
Maximum Vertices in a Connected Component : 3630
Maximum Edges in a Connected Component : 7942
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.642534
Graph Density : 0.000125975100584822
Modularity : 0.523143
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,207 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 30 November 2021 at 10:35 UTC.

The requested start date was Tuesday, 30 November 2021 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, 3-hour, 22-minute period from Friday, 26 November 2021 at 08:58 UTC to Monday, 29 November 2021 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:
[371] https://www.pc-koubou.jp/pc/game_ppe.php?pre=bct1874_esp
[47] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract
[21] https://www.iol.co.za/dailynews/news/exclusive-public-protector-probes-the-siu-over-ppe-corruption-2a0f2be8-746e-429a-831f-8e7f9afc34ff
[18] https://www.instagram.com/accounts/login/
[16] https://shop.line.me/@nightper
[8] https://goodlawproject.org/news/conservative-politicians-vip-lane/
[7] https://metro.co.uk/2021/03/08/hancocks-department-did-90m-ppe-deal-with-firm-listed-at-hotel-room-14210310/
[7] https://www.transparency.org.uk/covid-19-contracts-PPE-VIP-lane-latest-news
[7] https://www.youtube.com/watch?v=WX92cGb2Hd0&feature=youtu.be

[6] https://www.thenational.scot/news/19742118.boris-johnson-told-investigate-michelle-mone-ppe-contract/?ref=twtrec

Top URLs in Tweet in G1:
[1] https://alastaircampbell.org/2021/03/twenty
[1] https://twitter.com/sajidjavid/status/1465002206520827909
[1] https://twitter.com/UrbanNathalia/status/1465100124619743240
[1] https://www.freedomunited.org/news/uk-ppe-forced-labor/
[1] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract

Top URLs in Tweet in G2:
[7] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract
[6] https://metro.co.uk/2021/03/08/hancocks-department-did-90m-ppe-deal-with-firm-listed-at-hotel-room-14210310/
[5] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?CMP=Share_AndroidApp_Other
[5] https://www.transparency.org.uk/covid-19-contracts-PPE-VIP-lane-latest-news
[3] https://eastangliabylines.co.uk/exclusive-suffolk-at-centre-of-multi-million-alleged-cover-up-of-government-ppe-scandal/
[3] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.instituteforgovernment.org.uk/blog/ppe-vip-lane-procurement-reform
[3] https://www.mirror.co.uk/news/politics/piles-unused-ppe-costing-1million-25391211?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract?CMP=Share_iOSApp_Other
[2] https://www.ft.com/content/a487276a-9f6d-4052-a049-51061030bc79

Top URLs in Tweet in G3:
[371] https://www.pc-koubou.jp/pc/game_ppe.php?pre=bct1874_esp
[1] https://curecos.com/ja/article/35896

Top URLs in Tweet in G4:
[2] https://apple.news/AePm3I6x5Q7Cw-aihBAUPrw
[1] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract
[1] https://twitter.com/ridgebackpop/status/1464715329947512839

Top URLs in Tweet in G6:
[9] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract
[3] https://yazing.com/deals/brookwoodmed/MikeElla
[2] https://bamcareers.com/gb/jobs/ppe-and-workwear-production-operative-9325/?utm_source=Twitter&utm_medium=social&utm_campaign=Orlo
[2] https://allmanhall.co.uk/blog/support-and-advice-during-covid-19-case-study
[2] https://goodlawproject.org/news/conservative-politicians-vip-lane/
[2] https://www.independent.co.uk/news/uk/politics/conservative-mps-ppe-covid-contracts-b1958500.html
[2] https://www.theguardian.com/world/2020/dec/21/firm-with-mystery-investors-wins-200m-of-ppe-contracts-via-high-priority-lane
[2] https://inews.co.uk/news/politics/sleaze-row-tory-mps-peers-referred-firms-vip-lane-covid-ppe-contracts-1304795?ito=twitter_share_article-top
[1] https://trustedppe.co.uk/
[1] https://twitter.com/news24ntv/status/1464138209844404224

Top URLs in Tweet in G7:
[1] https://twitter.com/JamesMelville/status/1464856145219235847
[1] https://twitter.com/Telegraph/status/1463915668353564677

Top URLs in Tweet in G8:
[17] https://www.instagram.com/accounts/login/
[16] https://shop.line.me/@nightper
[3] https://www.youtube.com/c/StudioWabiSabi
[3] https://twitter.com/perthppe/status/1464182753834848259
[2] https://www.thaich.net/news/20211129ud.htm
[2] https://twitter.com/PpeTrends/status/1465187592249307137
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FYSLBeautyTH%2Fphotos%2Fa.396113860496346%2F4494659500641741%2F%3Ftype%3D3
[2] https://m.weibo.cn/status/4707823550202958?
[2] https://m.weibo.cn/status/4708927943739068?
[2] https://twitter.com/wabisabith/status/1465266282043895809

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=tsIg3s9ksKU&feature=youtu.be

[1] https://www.hse.gov.uk/research/rrhtm/rr619.htm
[1] https://twitter.com/dgurdasani1/status/1465262126575071238
[1] https://twitter.com/JackSapsford/status/1464713653886853121
[1] https://sites.manchester.ac.uk/covid19-national-project/protect-covid-19-conference-on-transmission-and-environment/
[1] https://twitter.com/drtomlinsonep/status/1464582211483717633
[1] https://www.sciencedirect.com/science/article/pii/S2468045121000997
[1] https://bylinetimes.com/2020/08/10/companies-linked-to-exclusive-brethren-evangelical-sect-awarded-hundreds-of-millions-of-ppe-government-contracts/
[1] https://twitter.com/fitterhappierAJ/status/1464594247240331272?s=20
[1] https://www.theguardian.com/world/2021/nov/24/scientists-warn-of-new-covid-variant-with-high-number-of-mutations

Top URLs in Tweet in G10:
[3] https://www.theguardian.com/politics/2021/nov/25/labour-calls-for-inquiry-into-tory-peer-michelle-mone-over-ppe-contract
[1] https://twitter.com/the_tpa/status/1465246710888865798
[1] https://twitter.com/jolyonmaugham/status/1464883611065372674
[1] https://twitter.com/borisjohnson/status/1464656123479343111
[1] https://twitter.com/catvaxlax/status/1464734111600459779
[1] https://twitter.com/SherlocksWife22/status/1464163549530492929
[1] https://twitter.com/MarieAnnUK/status/1464886784085483521
[1] https://twitter.com/potus/status/1464714825301385217
[1] https://twitter.com/trewern2018/status/1463934451717750787
[1] https://www.theguardian.com/politics/2021/nov/16/michael-gove-backer-won-164m-in-ppe-contracts-after-vip-lane-referral

Top Domains
Top Domains in Tweet in Entire Graph:
[371] pc-koubou.jp
[223] twitter.com
[78] theguardian.com
[58] co.uk
[30] youtube.com
[28] co.za
[21] co.jp
[18] instagram.com
[18] ppe.pl
[16] line.me

Top Domains in Tweet in G1:
[2] twitter.com
[1] alastaircampbell.org
[1] freedomunited.org
[1] theguardian.com

Top Domains in Tweet in G2:
[22] theguardian.com
[17] co.uk
[8] org.uk
[5] twitter.com
[2] ft.com
[1] politico.eu
[1] wikipedia.org
[1] gov.uk
[1] goodlawproject.org

Top Domains in Tweet in G3:
[371] pc-koubou.jp
[1] curecos.com

Top Domains in Tweet in G4:
[2] apple.news
[1] theguardian.com
[1] twitter.com

Top Domains in Tweet in G6:
[65] twitter.com
[22] co.uk
[15] theguardian.com
[4] youtube.com
[3] linkedin.com
[3] goodlawproject.org
[3] yazing.com
[2] bamcareers.com
[2] facebook.com
[2] nordot.app

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

Top Domains in Tweet in G8:
[25] twitter.com
[17] instagram.com
[16] line.me
[6] youtube.com
[5] bit.ly
[4] trueid.net
[4] weibo.cn
[2] thaich.net
[2] weibo.com
[2] google.com

Top Domains in Tweet in G9:
[7] twitter.com
[2] gov.uk
[2] youtube.com
[1] ac.uk
[1] sciencedirect.com
[1] bylinetimes.com
[1] theguardian.com
[1] cdc.gov

Top Domains in Tweet in G10:
[8] twitter.com
[4] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[165] ppe
[159] kdppe
[146] perthtanapon
[107] ptd_on_stage_la
[44] คู่มันส์fundayxperthplan
[39] covid
[37] covid19
[33] nightperstudio
[26] bitcoin
[21] omicron



Top Hashtags in Tweet in G1:
[1] marr
[1] phillips
[1] politicslive
[1] torycovidcatastrophe
[1] bentasninebobnote

Top Hashtags in Tweet in G2:
[5] publicenquiry
[4] ppe
[4] loanchargescandal
[3] covid19
[2] nhs
[2] omicron
[2] johnsonout
[1] corruption
[1] astateoffear
[1] frontlineheroes

Top Hashtags in Tweet in G3:
[4] えなこ
[2] オリジナル
[2] コスプレ
[2] 話題
[2] curecosplus
[2] ppeコラボpc
[2] 篠崎こころ
[2] 伊織もえ

Top Hashtags in Tweet in G4:
[3] trudeau
[1] wearamask
[1] omicron
[1] mask
[1] promask
[1] precautionaryprinciple
[1] vaccine

Top Hashtags in Tweet in G6:
[40] ppe
[6] workwear
[6] covid19
[5] safety
[5] covid
[4] facemasks
[4] gloves
[4] uk
[3] healthcare
[3] staysafe

Top Hashtags in Tweet in G7:
[1] corruption

Top Hashtags in Tweet in G8:
[159] kdppe
[146] perthtanapon
[44] คู่มันส์fundayxperthplan
[33] nightperstudio
[21] telltheworldiloveyou
[17] notmetrailer
[16] บอกโลกให้รู้ว่ากูรักมึง
[15] บาสเด็กอ้วนที่แท้จริง
[14] notmeseries
[14] nanon_korapat

Top Hashtags in Tweet in G9:
[5] ppe
[2] covid19
[2] covid
[1] covidisairborne
[1] us
[1] nationalistic
[1] prevention
[1] omicron

Top Hashtags in Tweet in G10:
[4] torycorruption
[4] zionist
[2] omicron
[2] ppe
[2] nomasksinclass
[2] nousforthem
[2] johnsonout
[2] brexit
[2] brexitdisaster
[2] brexitshambles

Top Words
Top Words in Tweet in Entire Graph:
[3018] ppe
[1735] vip
[1578] list
[1552] response
[1550] omicron
[1550] already
[1541] variant
[1531] chums
[1524] javid
[1523] drawn

Top Words in Tweet in G1:
[1405] borisjohnson_mp
[1404] chums
[1403] sajid
[1403] javid
[1403] acting
[1403] swiftly
[1403] response
[1403] omicron
[1403] variant
[1403] already

Top Words in Tweet in G2:
[316] ppe
[169] vip
[165] medpro
[130] lane
[128] angelarayner
[125] conservative
[121] goodlawproject
[114] mone
[100] revealed
[97] money

Top Words in Tweet in G3:
[377] enako_cos
[374] level
[371] ppeコラボpc発売中です
[371] オリジナル壁紙など特典もついているので
[371] pc買い替えを検討している方は是非
[371] co
[371] 6agles06sp
[12] えなこりんコラボpcのミニ写真集とppeステッカー届きました
[11] ken_c201
[4] #えなこ

Top Words in Tweet in G4:
[380] ppe
[344] ccwearmouth
[343] hours
[343] full
[338] zero
[336] spent
[335] recently
[335] cpr
[335] sympathy
[335] people

Top Words in Tweet in G5:
[562] อ
[428] าหน
[283] น
[283] าท
[283] ดppe
[281] แต
[281] ไม
[280] บเจ
[280] สวมช
[280] องไปไหนต

Top Words in Tweet in G6:
[327] ppe
[40] #ppe
[39] covid
[30] masks
[27] full
[26] more
[25] contracts
[25] people
[23] safety
[20] tory

Top Words in Tweet in G7:
[340] nhs
[338] joannechocolat
[338] things
[338] choose
[338] resist
[338] corruption
[338] exploitation
[338] racism
[338] misogyny
[338] selling

Top Words in Tweet in G8:
[228] น
[186] ร
[167] ม
[159] #kdppe
[146] #perthtanapon
[142] ก
[116] ว
[102] ท
[93] ต
[82] ส

Top Words in Tweet in G9:
[62] ppe
[29] protect
[28] mask
[21] csa_hse
[21] vaccines
[21] those
[18] need
[17] more
[17] proper
[17] ppetoheros

Top Words in Tweet in G10:
[64] ppe
[39] track
[35] contracts
[27] trace
[25] money
[16] billions
[16] conservatives
[15] down
[14] back
[13] let's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1522] omicron,variant
[1521] vip,chums
[1520] sajid,javid
[1520] javid,acting
[1520] acting,swiftly
[1520] swiftly,response
[1520] response,omicron
[1520] variant,already
[1520] already,drawn
[1520] drawn,list

Top Word Pairs in Tweet in G1:
[1403] sajid,javid
[1403] javid,acting
[1403] acting,swiftly
[1403] swiftly,response
[1403] response,omicron
[1403] omicron,variant
[1403] variant,already
[1403] already,drawn
[1403] drawn,list
[1403] list,vip

Top Word Pairs in Tweet in G2:
[164] ppe,medpro
[129] vip,lane
[86] conservative,donor
[84] taxpayers,money
[82] lane,racket
[82] racket,corruption
[82] corruption,dishonesty
[82] dishonesty,cover
[82] cover,ups
[82] ups,taxpayers

Top Word Pairs in Tweet in G3:
[371] level,ppeコラボpc発売中です
[371] ppeコラボpc発売中です,オリジナル壁紙など特典もついているので
[371] オリジナル壁紙など特典もついているので,pc買い替えを検討している方は是非
[371] pc買い替えを検討している方は是非,co
[371] co,6agles06sp
[370] enako_cos,level
[11] ken_c201,えなこりんコラボpcのミニ写真集とppeステッカー届きました
[2] curecos,plus更新情報
[2] plus更新情報,ppe所属の人気コスプレイヤー
[2] ppe所属の人気コスプレイヤー,えなこ

Top Word Pairs in Tweet in G4:
[343] full,ppe
[335] spent,hours
[335] hours,full
[335] zero,sympathy
[334] recently,spent
[334] ppe,prolonged
[334] prolonged,cardiac
[334] cardiac,arrest
[334] arrest,ongoing
[334] ongoing,cpr

Top Word Pairs in Tweet in G5:
[283] าหน,าท
[280] บเจ,าหน
[280] าท,สวมช
[280] สวมช,ดppe
[280] องไปไหนต,อ
[279] อ,ะ
[279] ะ,แต
[279] แต,ออกมาก
[279] ออกมาก,บเจ
[279] ดppe,ไม

Top Word Pairs in Tweet in G6:
[21] ppe,contracts
[21] full,ppe
[14] covid,19
[9] ด,ppe
[8] protective,equipment
[8] vip,lane
[8] naka,ppe
[7] ppe,contract
[6] face,masks
[5] labour,calls

Top Word Pairs in Tweet in G7:
[338] things,choose
[338] choose,resist
[338] resist,corruption
[338] corruption,exploitation
[338] exploitation,racism
[338] racism,misogyny
[338] misogyny,selling
[338] selling,nhs
[337] joannechocolat,things
[12] borisjohnson_mp,sajid

Top Word Pairs in Tweet in G8:
[78] #kdppe,#perthtanapon
[62] #perthtanapon,#kdppe
[54] ม,นส
[47] นส,fundayxperthplan
[47] #ค,ม
[36] ร,ธ
[34] เพ,ร
[22] ว,นน
[20] ร,ว
[18] ว,าก

Top Word Pairs in Tweet in G9:
[17] proper,ppe
[15] experts,warned
[15] warned,failure
[15] failure,protect
[15] protect,those
[15] those,need
[15] need,around
[15] around,world
[15] world,vaccines
[15] vaccines,proper

Top Word Pairs in Tweet in G10:
[25] ppe,contracts
[24] track,trace
[13] let's,track
[13] track,down
[13] down,missing
[13] missing,billions
[13] billions,re
[13] re,track
[13] trace,ppe
[13] contracts,country

Top Replied-To
Top Replied-To in Entire Graph:
@monyo_ppe
@format_ppe
@fai_ppe
@joncoopertweets
@ccwearmouth
@10ream_ppe
@perthppe
@ma_ppe_exchange
@pipipi_ppe
@ppe__cryc

Top Replied-To in G1:
@borisjohnson_mp
@benvandervelde

Top Replied-To in G2:
@goodlawproject
@michellemone
@angelarayner
@iammorris11
@jolyonmaugham
@deborahmeaden
@lcag_2019
@donedgley1
@writesbright
@adambienkov

Top Replied-To in G3:
@enako_cos

Top Replied-To in G4:
@ccwearmouth
@torontostar
@mltspecialties
@nursewithsign
@charles83230639
@2spencerroad
@lemsip27
@birgitomo
@drkateto
@kathyswaile

Top Replied-To in G6:

Top Replied-To in G7:
@cpmgray
@joannechocolat
@johnsimpsonnews
@_embo
@karenlovecheese

Top Replied-To in G8:
@perthppe
@satreerat_jum
@forhui_ppe
@moe_ppe
@mild_ppe
@mayppe65640849
@nossps
@md_ppe
@aaumsuchada
@moo_katoon_ppe

Top Replied-To in G9:
@davidgcant
@h_s_e
@drsimonashworth
@sunitareed
@caistercampanne
@chrischirp
@heidimur
@marylouisemcla1
@imgrund
@adamsmiller

Top Replied-To in G10:
@borisjohnson
@virtuamcpolygon
@hobojebus
@10downingstreet
@oliviag37717638
@postcard_man
@nicholastimmins
@doingacron
@rob_brown8
@83cpb

Top Mentioned
Top Mentioned in Entire Graph:
@borisjohnson_mp
@enako_cos
@ccwearmouth
@joannechocolat
@babychak_
@seirtz
@angelarayner
@goodlawproject
@drkate_miller
@jolyonmaugham

Top Mentioned in G1:
@borisjohnson_mp
@ben1976johnson
@politicswatch15
@stilldelvingh
@bruceywells
@michaelwhitin64

Top Mentioned in G2:
@angelarayner
@goodlawproject
@jolyonmaugham
@allthecitizens
@dailymirror
@russellscott1
@borisjohnson_mp
@bylinetimes
@jemimajoanna
@daisybelll

Top Mentioned in G3:
@enako_cos
@ken_c201
@curecos
@level_inf
@zanza_mnst

Top Mentioned in G4:
@ccwearmouth
@borisjohnson_mp
@grandmaambury
@charles83230639
@welshbooky
@fordnation
@fradrianarnold
@birgitomo
@katecushing2
@lemsip27

Top Mentioned in G5:
@babychak_
@seirtz
@anyizhou2326

Top Mentioned in G6:
@jimmytheplant
@michaelleella
@se25a
@philomathsafety
@tapestrycare

Top Mentioned in G7:
@joannechocolat
@borisjohnson_mp
@ccwearmouth
@tripeuk
@karenlovecheese
@cpmgray
@elaine_patten
@petertimmins3
@daniellejade198
@marinapurkiss

Top Mentioned in G8:
@perthppe
@ppetrends
@telltheworldilu
@loveinppe
@allaroundperth
@perthgalaxy_
@off_tumcial
@mosneverlovewho
@primanest
@atthaphanp

Top Mentioned in G9:
@csa_hse
@ppetoheros
@youarelobbylud
@amytanmd
@drtomlinsonep
@bamptonkevin
@ukhsa
@who
@jenny_mcauley
@drericding

Top Mentioned in G10:
@conservatives
@sunnyboyblack
@10downingstreet
@borisjohnson
@borisjohnson_mp
@nicolasturgeon
@michellemone
@campbellclaret
@thesnp
@tweeterreynolds

Top Tweeters
Top Tweeters in Entire Graph:
@hokkahokkap
@tesco
@nedi4899diedfhm
@syabuyou_pr
@serendipitysays
@_redfrog
@bliadhnaichean
@bodymainte_drnk
@wardj15
@ary_antipt

Top Tweeters in G1:
@thefabledaesop
@camz99
@catherinemginn
@jbwhitesnake
@goddess1345
@aunty_shirley
@unojen_wood
@paulbernaluk
@blondiesa
@willshome

Top Tweeters in G2:
@dailymirror
@marciaj64
@meallyhen
@steph80335
@sallymos
@daisybelll
@trevorw1953
@stillawake
@ft
@dance_daffodil

Top Tweeters in G3:
@gooochin
@toaruwotakubito
@tomochinlove21
@tomohiro5213
@no_name1597
@oomaono
@viguruzz
@shakugans
@sn_u_315
@tatuhironinomae

Top Tweeters in G4:
@jpofgwynedd
@lopcute
@torontostar
@kingsmeadmrt
@aureliacotta
@konemoheavy
@2spencerroad
@starterpat
@ellih53
@carbonisedpleb

Top Tweeters in G5:
@wanctuary
@329pepper
@tenshii801
@jysnarene
@hawhawarmy
@dowaaaa
@d_myoonggi
@nooncnu
@time_ktsn
@nxpotato9

Top Tweeters in G6:
@ary_antipt
@ttangmotm
@tiny_motion
@carlsl
@seasonsgala
@hmetromy
@gareth0108
@itsbabekhim
@himatubunet
@gnomeicide

Top Tweeters in G7:
@wildwalkerwoman
@suegray834
@shirleyyoung2
@magapanthus
@aspeed
@finkley1
@guse_guse
@frdragonspouse
@longitude0
@needles_toosay

Top Tweeters in G8:
@schinarat
@il_love_li
@boonzoonlee
@tkmmtrigon
@52squared_
@md_ppe
@praytikky
@ys_ppe
@ppe2003perth
@nookooseyo

Top Tweeters in G9:
@ndtv
@curiocat13
@thestephenralph
@paladine
@pash22
@joejaggi
@europabridge1
@shaludhyani
@garrettshorr
@claudemilletart

Top Tweeters in G10:
@mikecoulson48
@athe1stp0wer
@yah_reed
@trackntracer
@torysmasher
@terrychristian
@rivermansky63
@beith123
@v_j_freeman
@indiscolady