PPE, Twitter, 1/21/2022 10:16:59 AM, 270416


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PPE_2022-01-21_00-59-10.xlsx
PPE_2022-01-21_00-59-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2022
Short Description:
PPE via NodeXL https://bit.ly/3tQpyVQ
@borisjohnson
@doctor_oxford
@davidschneider
@wendy35992335
@trackntracer
@nickfeik
@kristie00374988
@angelarayner
@jolyonmaugham
@bestforbritain

Top hashtags:
#viuoriginallineup2022
#kdppe
#viuoriginal22xperth
#ppe
#perthtanapon

Description:
Description
The graph represents a network of 8,103 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 Friday, 21 January 2022 at 09:08 UTC.

The requested start date was Friday, 21 January 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 2-day, 1-hour, 46-minute period from Tuesday, 18 January 2022 at 10:35 UTC to Thursday, 20 January 2022 at 12:22 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 : 8103
Unique Edges : 6819
Edges With Duplicates : 12483
Total Edges : 19302
Number of Edge Types : 5
Replies to : 1203
Mentions : 2172
Retweet : 5591
MentionsInRetweet : 9125
Tweet : 1211
Self-Loops : 1233
Reciprocated Vertex Pair Ratio : 0.00878642888212266
Reciprocated Edge Ratio : 0.0174197999310107
Connected Components : 1025
Single-Vertex Connected Components : 352
Maximum Vertices in a Connected Component : 3832
Maximum Edges in a Connected Component : 10126
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.349266
Graph Density : 0.000176632301965807
Modularity : 0.554818
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,103 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 Friday, 21 January 2022 at 09:08 UTC.

The requested start date was Friday, 21 January 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 2-day, 1-hour, 46-minute period from Tuesday, 18 January 2022 at 10:35 UTC to Thursday, 20 January 2022 at 12:22 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:
[32] https://www.sbs.com.au/news/cleaners-at-sydney-s-westmead-hospital-refuse-to-enter-covid-19-unit-over-ppe-shortage/009abee7-0fcf-45e2-ac0c-2527c12a9f65
[25] https://www.youtube.com/watch?v=Wk88WtRrV2I&feature=youtu.be

[15] https://www.etsy.com/uk/ZebraMingo/listing/1072211321/wash-bag-make-up-bag-ppe-bag-sloth?utm_campaign=Share&utm_medium=social_organic&utm_source=MSMT&utm_term=so.smt&share_time=1642664048000
[12] https://www.independent.co.uk/news/uk/ppe-labour-david-cameron-b1995247.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1642506098
[11] https://gendai.ismedia.jp/articles/-/91499?media=frau
[9] https://www.dailymail.co.uk/news/article-10413507/Baroness-Bra-Tory-peer-Michelle-Mone-faces-formal-House-Lords-probe-links-PPE-firm.html
[8] https://www.youtube.com/watch?v=mCeIHNiwZMk&feature=youtu.be

[6] https://www.independent.co.uk/news/uk/politics/covid-ppe-court-vip-suppliers-b1991440.html
[6] https://spectrumlocalnews.com/nc/charlotte/coronavirus/2022/01/19/white-house-to-provide-400-million-n95-masks-nationally?cid=id-app15_m-share_s-web_cmp-app_launch_august2020_c-producer_posts_po-organic
[5] https://www.theguardian.com/politics/2021/nov/16/michael-gove-backer-won-164m-in-ppe-contracts-after-vip-lane-referral

Top URLs in Tweet in G1:
[2] https://www.torysleazeuk.com/d
[1] https://www.theguardian.com/world/2022/jan/06/tory-peer-michelle-mone-involved-ppe-medpro-government-contracts
[1] https://twitter.com/davidschneider/status/1483891814390185984?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/doctor_oxford/status/1483548390159962116?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/RoshanaMN/status/1483854272794181634
[1] https://twitter.com/davesumnersmith/status/1484060304317337601
[1] https://goodlawproject.org/update/high-court-vip-lane-ppe-unlawful/
[1] https://twitter.com/BBCPolitics/status/1483782528544694276
[1] https://twitter.com/Cassetteboy/status/1483114367507963907

Top URLs in Tweet in G2:
[3] https://psdparlamentoeuropeu.pt/noticias/eurodeputados-do-psd-renovam-cargos-nas-coordenacoes-do-grupo-ppe
[3] https://www.lefigaro.fr/international/roberta-metsola-une-anti-ivg-favorite-pour-le-perchoir-du-parlement-europeen-20211220
[2] https://www.contexte.com/article/pouvoirs/le-ppe-met-le-prix-roberta-metsola-presidence-du-parlement-europeen_144623.html
[1] https://twitter.com/renaissance_ue/status/1484067461603463168
[1] https://twitter.com/PPE_FR/status/1483859373147541508
[1] https://www.europarl.europa.eu/plenary/fr/home.html
[1] https://twitter.com/avecvalerie/status/1483904075490078740
[1] https://twitter.com/ManfredWeber/status/1483854944457445377
[1] https://vm.tiktok.com/ZMLd5yNyy/
[1] https://twitter.com/franceinfo/status/1484078269578326018

Top URLs in Tweet in G3:
[1] https://twitter.com/borisjohnson/status/1483873206066896896
[1] https://twitter.com/mirrorpolitics/status/1483087646134050820
[1] https://twitter.com/MJRowe2/status/1484094506362449921

Top URLs in Tweet in G4:
[4] https://spectrumlocalnews.com/nc/charlotte/coronavirus/2022/01/19/white-house-to-provide-400-million-n95-masks-nationally?cid=id-app15_m-share_s-web_cmp-app_launch_august2020_c-producer_posts_po-organic
[3] https://productphotoediting.com/services/
[2] https://www.huffingtonpost.it/entry/roberta-metsola-presidente-i-sovranisti-tornano-in-partita-in-ue_it_61e68298e4b0c6802eeb41f7?ncid=other_twitter_cooo9wqtham&utm_campaign=share_twitter
[2] http://www.ilcorruereblog.it
[2] http://ws-jp.co.jp/2021/01/12/world-9/
[2] https://www.instagram.com/thestoryofanthony
[2] https://www.europarl.europa.eu/news/pt/press-room/20220114IPR21012/roberta-metsola-eleita-presidente-do-parlamento-europeu
[2] https://twitter.com/GBNEWS/status/1483728460157796352
[2] https://www.scottishlegal.com/articles/analysis-reflections-on-the-judicial-review-application-on-the-uk-governments-use-of-a-ppe-vip-lane
[1] https://www.vanitatis.elconfidencial.com/celebrities/2022-01-18/quien-es-roberta-metsola-presidenta-parlamento_3360073/?utm_source=twitter&utm_medium=social&utm_campaign=VADiarioManual

Top URLs in Tweet in G5:
[1] https://www.theguardian.com/world/2022/jan/14/government-dispute-vip-lane-firm-referred-tory-peer-michelle-mone-ppe-medpro
[1] https://www.theguardian.com/politics/2022/jan/17/lords-standards-commissioner-launches-inquiry-into-michelle-mone
[1] https://twitter.com/BorisJohnson/status/1483873206066896896
[1] https://twitter.com/the_rhf/status/1483433742022631427
[1] https://twitter.com/bbmorg/status/1483867411539447811
[1] https://twitter.com/Haggis_UK/status/1483409187954741255
[1] https://www.theguardian.com/politics/2022/jan/11/lords-watchdog-assesses-complaint-against-michelle-mone-over-ppe-firm?CMP=Share_iOSApp_Other
[1] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/
[1] https://www.dailymail.co.uk/news/article-10413507/Baroness-Bra-Tory-peer-Michelle-Mone-faces-formal-House-Lords-probe-links-PPE-firm.html
[1] https://www.standard.co.uk/news/uk/ppe-procurement-scandal-uk-2021-b935842.html

Top URLs in Tweet in G6:
[31] https://www.sbs.com.au/news/cleaners-at-sydney-s-westmead-hospital-refuse-to-enter-covid-19-unit-over-ppe-shortage/009abee7-0fcf-45e2-ac0c-2527c12a9f65
[1] https://cleanaircrew.org/masks/

Top URLs in Tweet in G7:
[4] https://www.theguardian.com/politics/2021/nov/16/michael-gove-backer-won-164m-in-ppe-contracts-after-vip-lane-referral
[1] https://www.change.org/p/nadine-dorries-save-the-bbc-oppose-the-abolition-of-the-license-fee?recruiter=1147627213&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=7d237bec72944bcfbcabf866834c8723&recruited_by_id=4c215a40-f26e-11ea-ae7e-5bfc77c343f5
[1] https://www.independent.co.uk/news/uk/politics/covid-ppe-court-vip-suppliers-b1991440.html
[1] https://www.theguardian.com/politics/2021/dec/16/met-to-contact-two-people-over-party-for-shaun-bailey-at-conservative-hq
[1] https://twitter.com/ImranUk7/status/1483563091824631808?s=20
[1] https://www.youtube.com/watch?v=OGZHvUbmMqU&feature=youtu.be

[1] https://twitter.com/Cassetteboy/status/1483333741871308802

Top URLs in Tweet in G8:
[25] https://www.youtube.com/watch?v=Wk88WtRrV2I&feature=youtu.be

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

[4] https://www.instagram.com/accounts/login/
[4] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fevents%2F307767834641208%2F
[2] https://www.youtube.com/watch?v=sVzMrHMQz34&feature=youtu.be

[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F108826005014448%2Fposts%2F115559501007765%2F
[2] https://www.facebook.com/watch/?v=1169641747199145&extid=NS-UNK-UNK-UNK-AN_GK0T-GK1C&ref=sharing
[1] https://www.twentyfour-news.com/tell-the-world-i-love-you/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DmCeIHNiwZMk&q=EgS4SO-bGKXvqY8GIhCX8I1UEhGxEzQXYBLOMQddMgFy
[1] https://www.youtube.com/watch?v=jud4PRL7V-Q&feature=youtu.be


Top URLs in Tweet in G9:
[5] https://www.independent.co.uk/news/uk/politics/covid-ppe-court-vip-suppliers-b1991440.html
[4] https://www.dailymail.co.uk/news/article-10413507/Baroness-Bra-Tory-peer-Michelle-Mone-faces-formal-House-Lords-probe-links-PPE-firm.html
[2] https://www.flowtrac.com/about/#Markets_Served
[2] https://www.irishlegal.com/articles/analysis-reflections-on-the-judicial-review-application-on-the-uk-governments-use-of-a-ppe-vip-lane
[2] https://mouseysmomentsoffunk.wordpress.com/2020/12/22/do-you-know-about-fit-test-and-fit-check/
[1] https://goodlawproject.org/update/high-court-vip-lane-ppe-unlawful/?utm_source=Twitter&utm_campaign=VIPLaneJudgment12012022&utm_medium=social%20media
[1] https://twitter.com/IrishLegalNews/status/1483793309021589509
[1] https://cleaverfultonrankin.co.uk/legal-update/extraordinary-times-extraordinary-measures-reflections-on-the-judicial-review-application-relating-to-the-uk-governments-use-of-the-ppe-vip-lane/
[1] https://www.youtube.com/watch?v=-WUbwe8im8A&feature=youtu.be

[1] https://twitter.com/MarcDavenant/status/1483579143224799232

Top URLs in Tweet in G10:
[1] https://www.independent.co.uk/news/uk/politics/lords-michelle-mone-ppe-contracts-b1994877.html
[1] https://news.stv.tv/politics/lady-mone-faces-lords-standards-inquiry-over-award-of-ppe-contracts
[1] https://news.stv.tv/politics/lady-mone-faces-lords-standards-inquiry-over-award-of-ppe-contracts?utm_medium=Social&utm_source=Twitter#Echobox=1642548242-1
[1] https://news.stv.tv/politics/lady-mone-faces-lords-standards-inquiry-over-award-of-ppe-contracts?utm_source=dlvr.it&utm_medium=twitter
[1] http://news-redirect.s3-website-eu-west-1.amazonaws.com//
[1] https://www.thenational.scot/news/19854447.house-lords-michelle-mone-profit-probe-ppe-contracts/

Top Domains
Top Domains in Tweet in Entire Graph:
[196] twitter.com
[68] co.uk
[46] youtube.com
[35] com.au
[21] theguardian.com
[15] facebook.com
[15] etsy.com
[11] ismedia.jp
[9] instagram.com
[8] co.jp

Top Domains in Tweet in G1:
[6] twitter.com
[2] torysleazeuk.com
[1] theguardian.com
[1] goodlawproject.org

Top Domains in Tweet in G2:
[14] twitter.com
[3] psdparlamentoeuropeu.pt
[3] lefigaro.fr
[2] contexte.com
[1] europa.eu
[1] tiktok.com
[1] europeecologie.eu
[1] nouvelobs.com
[1] blogspot.com
[1] radioalma.eu

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G4:
[59] twitter.com
[17] co.uk
[6] edu.sa
[4] spectrumlocalnews.com
[3] europa.eu
[3] youtube.com
[3] instagram.com
[3] tiktok.com
[3] productphotoediting.com
[2] abc7news.com

Top Domains in Tweet in G5:
[5] twitter.com
[3] theguardian.com
[2] co.uk
[1] dailym.ai
[1] cityam.com

Top Domains in Tweet in G6:
[31] com.au
[1] cleanaircrew.org

Top Domains in Tweet in G7:
[5] theguardian.com
[2] twitter.com
[1] change.org
[1] co.uk
[1] youtube.com

Top Domains in Tweet in G8:
[37] youtube.com
[28] twitter.com
[13] facebook.com
[6] instagram.com
[1] twentyfour-news.com
[1] google.com
[1] thedailybangkok.com
[1] komchadluek.net
[1] weibo.cn
[1] starupdate.com

Top Domains in Tweet in G9:
[12] co.uk
[4] twitter.com
[2] goodlawproject.org
[2] flowtrac.com
[2] irishlegal.com
[2] wordpress.com
[1] youtube.com
[1] sky.com
[1] bigissue.com

Top Domains in Tweet in G10:
[3] stv.tv
[1] co.uk
[1] amazonaws.com
[1] thenational.scot

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[269] viuoriginallineup2022
[216] kdppe
[214] viuoriginal22xperth
[207] ppe
[199] perthtanapon
[99] นัดกันข้าวกองxบอกโลก
[67] presidente
[65] presidentedellarepubblica
[65] mariodraghi
[65] pd



Top Hashtags in Tweet in G1:
[3] ppe
[3] pmqs
[2] testandtrace
[2] corruption
[1] toriesdevoidofshame
[1] toriesunfittogovern
[1] covid19
[1] itsonlykillingtheover80s
[1] downingstreetparties
[1] nobodytoldme

Top Hashtags in Tweet in G2:
[21] manfredweber
[21] diviseur
[17] macron
[14] pfue2022
[10] directpe
[10] ppe
[8] eu
[7] veil
[6] lr
[6] pécresse

Top Hashtags in Tweet in G3:
[2] boris
[1] downingstreetbriefing
[1] ppe

Top Hashtags in Tweet in G4:
[67] ppe
[21] presidente
[20] presidentedellarepubblica
[20] mariodraghi
[20] pd
[20] m5s
[20] forzaitalia
[20] lega
[20] gruppomisto
[20] centro

Top Hashtags in Tweet in G5:
[3] pmqs
[2] ppe
[2] loancharge
[1] torycriminalsunfittogovern
[1] torycriminals
[1] think
[1] gtto
[1] climatecrisis
[1] covid19
[1] costofliving

Top Hashtags in Tweet in G6:
[1] letitripdom
[1] auspol
[1] calltheelectiondickhead
[1] lnpdisgrace
[1] lnpdeathcult

Top Hashtags in Tweet in G7:
[5] taxevasion
[5] taxparasites
[4] fraud
[3] ppe
[2] torycoviddisaster
[2] brexit
[1] bbclicencefee
[1] toriesout
[1] tracktrace
[1] uc

Top Hashtags in Tweet in G8:
[268] viuoriginallineup2022
[214] viuoriginal22xperth
[213] kdppe
[196] perthtanapon
[97] นัดกันข้าวกองxบอกโลก
[51] ยอร์ชยงศิลป์
[37] บอกโลกให้รู้ว่ากูรักมึง
[35] telltheworldiloveyou
[28] viuthedifference
[26] บาสเด็กอ้วนที่แท้จริง

Top Hashtags in Tweet in G9:
[9] ppe
[4] covid19
[3] pandemic
[2] flowtrac
[2] trackppe
[2] inventorymanagementsoftware
[2] wms
[2] barcoding
[2] healthandsafety
[2] fittest

Top Hashtags in Tweet in G10:
[1] pmqs

Top Words
Top Words in Tweet in Entire Graph:
[3998] ppe
[2104] people
[2009] doctor_oxford
[1932] borisjohnson
[1915] working
[1880] hard
[1857] raab
[1856] downing
[1856] st
[1853] cockpit

Top Words in Tweet in G1:
[1942] doctor_oxford
[1855] borisjohnson
[1804] people
[1798] working
[1797] hard
[1794] cockpit
[1793] downing
[1792] finding
[1792] stomach
[1792] dominic

Top Words in Tweet in G2:
[421] ppe
[329] robertametsola
[322] parlement
[282] vpecresse
[123] européen
[88] cette
[86] présidente
[81] félicitations
[81] nouvelle
[81] femme

Top Words in Tweet in G3:
[560] covid
[392] ppe
[316] care
[311] late
[281] death
[281] lockdowns
[280] highest
[279] davidschneider
[279] 170k
[279] dead

Top Words in Tweet in G4:
[296] ppe
[67] #ppe
[35] metsola
[32] roberta
[28] presidente
[27] covid
[25] more
[22] contracts
[22] times
[21] parlamento

Top Words in Tweet in G5:
[162] ppe
[69] mone
[69] over
[67] peer
[67] michelle
[65] angelarayner
[63] medpro
[63] public
[61] come
[61] clean

Top Words in Tweet in G6:
[613] rats
[438] ppe
[234] need
[128] health
[118] unions
[117] sector
[117] teachers
[117] hospitality
[117] transport
[116] nickfeik

Top Words in Tweet in G7:
[121] ppe
[89] fraud
[43] corrupt
[42] criminal
[41] benefit
[39] country
[39] contract
[39] craigroybrown
[38] isn
[38] offence

Top Words in Tweet in G8:
[297] ร
[268] #viuoriginallineup2022
[214] #viuoriginal22xperth
[213] #kdppe
[196] #perthtanapon
[196] น
[148] ก
[140] ว
[129] บ
[121] ง

Top Words in Tweet in G9:
[122] ppe
[52] jolyonmaugham
[43] vip
[42] case
[42] lane
[42] government
[42] everydoctoruk
[39] issue
[38] right
[37] absolutely

Top Words in Tweet in G10:
[159] mone
[147] lady
[113] ppe
[76] medpro
[73] husband
[73] secretly
[73] involved
[73] gov't
[73] revealed
[73] originally

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1853] people,working
[1851] finding,hard
[1851] hard,stomach
[1851] stomach,dominic
[1851] dominic,raab
[1851] raab,defending
[1851] defending,borisjohnson
[1851] borisjohnson,downing
[1851] downing,st
[1851] st,cockpit

Top Word Pairs in Tweet in G1:
[1793] people,working
[1792] finding,hard
[1792] hard,stomach
[1792] stomach,dominic
[1792] dominic,raab
[1792] raab,defending
[1792] defending,borisjohnson
[1792] borisjohnson,downing
[1792] downing,st
[1792] st,cockpit

Top Word Pairs in Tweet in G2:
[260] ppe,parlement
[204] robertametsola,ppe
[164] vpecresse,robertametsola
[117] parlement,européen
[77] félicitations,robertametsola
[75] nouvelle,présidente
[63] robertametsola,nouvelle
[62] présidente,ppe
[62] cette,fonction
[60] amicales,félicitations

Top Word Pairs in Tweet in G3:
[280] covid,death
[279] 170k,dead
[279] dead,highest
[279] highest,covid
[279] death,toll
[279] toll,europe
[279] europe,late
[279] late,lockdowns
[279] lockdowns,bags
[279] bags,ppe

Top Word Pairs in Tweet in G4:
[31] roberta,metsola
[20] #presidentedellarepubblica,#presidente
[20] #presidente,#mariodraghi
[20] #mariodraghi,#pd
[20] #pd,#m5s
[20] #m5s,#forzaitalia
[20] #forzaitalia,#lega
[20] #lega,#gruppomisto
[20] #gruppomisto,#centro
[20] #centro,#salvini

Top Word Pairs in Tweet in G5:
[67] peer,michelle
[67] michelle,mone
[61] ppe,medpro
[60] conservative,peer
[60] mone,refused
[60] refused,come
[60] come,clean
[60] clean,over
[60] over,ppe
[60] medpro,pattern

Top Word Pairs in Tweet in G6:
[351] rats,ppe
[234] need,rats
[117] unions,need
[117] ppe,health
[117] health,sector
[117] sector,need
[117] ppe,teachers
[117] teachers,rats
[117] ppe,hospitality
[117] hospitality,rats

Top Word Pairs in Tweet in G7:
[39] ppe,contract
[39] benefit,fraud
[38] contract,fraud
[38] fraud,isn
[38] isn,criminal
[38] criminal,offence
[38] offence,benefit
[38] fraud,corrupt
[38] corrupt,country
[37] craigroybrown,ppe

Top Word Pairs in Tweet in G8:
[177] #viuoriginallineup2022,#viuoriginal22xperth
[118] #kdppe,#perthtanapon
[99] ดก,นข
[99] นข,าวกองxบอกโลก
[97] #น,ดก
[72] #perthtanapon,#kdppe
[60] ร,ว
[59] เพ,ร
[55] ว,าก
[55] าก,ร

Top Word Pairs in Tweet in G9:
[42] vip,lane
[37] absolutely,right
[37] right,ppe
[37] ppe,case
[37] case,won
[37] won,main
[37] main,issue
[37] issue,illegality
[37] illegality,vip
[36] jolyonmaugham,absolutely

Top Word Pairs in Tweet in G10:
[147] lady,mone
[76] ppe,medpro
[73] mone,husband
[73] husband,secretly
[73] secretly,involved
[73] involved,ppe
[73] medpro,gov't
[73] gov't,revealed
[73] revealed,lady
[73] mone,originally

Top Replied-To
Top Replied-To in Entire Graph:
@vpecresse
@monyo_ppe
@jeremyvineon5
@borisjohnson
@format_ppe
@doctor_oxford
@arnauddanjean
@kon_ppe
@matthancock
@kino_env

Top Replied-To in G1:
@borisjohnson
@doctor_oxford
@stevencambs
@warriorcatv2
@matthewstadlen
@rugbywarrior
@maggie_23
@pacogodia
@suemitch2017
@leshieloves

Top Replied-To in G2:
@vpecresse
@ericraimbault
@geoffroydidier
@pernelrichardot
@karimadelli
@manfredweber
@fxbellamy
@eppgroup
@ppe_fr
@audrey_vuetaz

Top Replied-To in G3:
@danieljhannan
@jujuliagrace
@mikegalsworthy
@citycourt7
@adilray
@i_am_adz
@pkwyorks
@myarrse
@elliotelinor
@oxforddiplomat

Top Replied-To in G4:

Top Replied-To in G5:
@amanojyaku23
@rishisunak
@dpjhodges
@talkradio
@sarahlouise_146
@bbclaurak
@bethrigby
@emmakennedy
@mcduff73
@clarky1972steve

Top Replied-To in G7:
@oliverdowden
@thattimwalker
@mattprescott
@bbc5live
@skynews
@mirrorpolitics
@tonypatt2000
@lizziothephysio
@peterstefanovi2
@tgftheatlantic

Top Replied-To in G8:
@ohmpawatt
@viu_th
@newstart4perth
@perthplangun
@majorgroup
@adamy
@muhdadibasyari
@ployxppe
@andelu35135413
@lakhan_1999

Top Replied-To in G9:
@bill_esterson
@goodlawproject
@eddystone506
@narcaware
@alexjellicoe
@jazijef
@gettagripfolks
@kayburley
@rosiehep
@richardaeden

Top Replied-To in G10:
@paulbranditv
@meloremipsum
@mimij9
@stvnews
@thats_standard

Top Mentioned
Top Mentioned in Entire Graph:
@doctor_oxford
@borisjohnson
@ppe
@robertametsola
@davidschneider
@parlement
@vpecresse
@davidcormand
@nickfeik
@bestforbritain

Top Mentioned in G1:
@doctor_oxford
@borisjohnson
@10downingstreet
@screamofficial
@chemman5511
@leshieloves
@torysleazeuk
@fergs01
@junesim63
@rbjan

Top Mentioned in G2:
@robertametsola
@ppe
@parlement
@vpecresse
@emmanuelmacron
@gaetan34070
@lesrepublicains
@reneweurope
@europe2022fr
@theprogressives

Top Mentioned in G3:
@davidschneider
@mikegalsworthy
@am1874northwich
@doctor_oxford
@borisjohnson
@poorscousertom
@angelarayner
@craigroybrown
@dominic2306
@johnwallace1967

Top Mentioned in G4:
@francescagraz1
@of_wessex
@wsjp_insight

Top Mentioned in G5:
@angelarayner
@rishisunak
@dpjhodges
@borisjohnson
@erimus81
@2tone4real
@juliahb1
@grizabella86
@shelaghfogarty
@doctor_oxford

Top Mentioned in G6:
@nickfeik
@drkarenobrien
@lesstonehouse
@the_debstar_57
@quentindempster
@meowbrodiecrps
@orla_hegarty
@cleanaircreworg
@greghuntmp

Top Mentioned in G7:
@craigroybrown
@nadinedorries
@beany_1
@pritipatel
@mushroom_elect
@conservatives
@graham669
@julia_menogrump
@borisjohnson
@johnhuwevans2

Top Mentioned in G8:
@ppetrends
@perthppe
@allaroundperth
@perthplangun
@loveinppe
@viu_th
@warwanarat
@telltheworldilu
@yinyin_anw
@iam_treewi

Top Mentioned in G9:
@jolyonmaugham
@everydoctoruk
@goodlawproject
@jeffybrowny
@bill_esterson
@normanjam671
@mailonline
@marinapurkiss
@patrici89225734
@kingking3107

Top Mentioned in G10:
@bestforbritain
@alijanemoore
@mancunianmedic
@stvnews
@doctor_oxford
@borisjohnson
@davidschneider
@mimij9
@angelarayner
@meloremipsum

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@kirin_company
@itoham_inc
@infoitinterno
@mncp_official
@mrdjones
@downloaderbot
@threadreaderapp
@danielpilotte1
@oiochakun

Top Tweeters in G1:
@lesleygsmith3
@allchanges
@tighnacoille
@childofalba
@mconway70
@uncleprober
@marciaj64
@carolehope2
@sufiboy
@e2dot7182818284

Top Tweeters in G2:
@marclandes40
@she534
@costeslioneler
@legrouxvincent
@bfmtv
@welt
@nausicalibre
@fog_0f_war
@nordsud6213
@eric_vds

Top Tweeters in G3:
@davidlance3
@curiocat13
@suegray834
@mstkindeed
@forumeditor
@hausofrushdi
@csibike1
@heather63262308
@philipjtaylor1
@starterpat

Top Tweeters in G4:
@infoitinterno
@stigmabaseu
@bharianmy
@immo_reedb
@italia_notizie
@news24_it
@jodikoberinski
@telodogratis
@nanyangpress
@periodicoaragon

Top Tweeters in G5:
@hughjaeger
@trackntracer
@garydchance
@helen121
@keithmallinson1
@bibbeth6
@f5d7151950314ae
@dpjhodges
@nylongirl
@carogersno1

Top Tweeters in G6:
@cunningham_cch
@fedupofpollys
@ern_malleyscrub
@cscviews
@ladypoop2
@drrimmer
@wittatwitta
@docwsjames
@msronnyb
@faully33

Top Tweeters in G7:
@skynews
@bbcnews
@vespasian91
@beamabeorg
@jackalsbynight
@dbashby
@celtjules66
@piyakhanna
@redsarah99
@positiveimagep

Top Tweeters in G8:
@cin_nir
@noonathty
@tkmmtrigon
@hillkar123
@ncgs63e1ytga54a
@witheunnie
@rorrung_
@aung_sucha
@sfkkfs_
@md_ppe

Top Tweeters in G9:
@tartancobweb
@christinejameis
@sandssims
@song_title
@jorichardskent
@aunty_shirley
@mailonline
@terryelaineh1
@jfjabbo
@kingking3107

Top Tweeters in G10:
@mrdjones
@jeffgazzard
@stvnews
@terrychristian
@roylilley
@mimij9
@rosiecat2
@katecushing2
@minghowriter
@sturdyalex


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