PPE, Twitter, 3/5/2021 10:44:50 AM, 250149
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PPE_2021-03-05_01-17-49.xlsx
PPE_2021-03-05_01-17-49.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2021
Short Description:
PPE via NodeXL https://bit.ly/3uRSon3
@davidschneider
@borisjohnson_mp
@jolyonmaugham
@trackntracer
@goodlawproject
@matthancock
@davemacladd
@maxrobertfinch
@jujuliagrace
@bakerstherald

Top hashtags:
#ppe
#orban
#kdppe
#perthtanapon
#fidesz
#covid19
#bkppxmintmagth

Description:
Description
The graph represents a network of 8,307 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, 05 March 2021 at 09:29 UTC.

The requested start date was Friday, 05 March 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 2-day, 2-hour, 17-minute period from Monday, 01 March 2021 at 11:31 UTC to Wednesday, 03 March 2021 at 13:49 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 : 8307
Unique Edges : 4711
Edges With Duplicates : 11712
Total Edges : 16423
Number of Edge Types : 5
Retweet : 5242
MentionsInRetweet : 6417
Tweet : 1674
Mentions : 1904
Replies to : 1186
Self-Loops : 1711
Reciprocated Vertex Pair Ratio : 0.0129796197199135
Reciprocated Edge Ratio : 0.0256266157131617
Connected Components : 1387
Single-Vertex Connected Components : 529
Maximum Vertices in a Connected Component : 3313
Maximum Edges in a Connected Component : 7670
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.068778
Graph Density : 0.000128945874936386
Modularity : 0.544017
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 8,307 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, 05 March 2021 at 09:29 UTC.

The requested start date was Friday, 05 March 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 2-day, 2-hour, 17-minute period from Monday, 01 March 2021 at 11:31 UTC to Wednesday, 03 March 2021 at 13:49 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:
[276] https://metro.co.uk/2021/03/03/matt-hancock-in-transparency-row-over-missing-91million-ppe-contract-14178463/?ito=article.mweb.share.floaty.twitter
[35] https://bylinetimes.com/2021/02/25/matt-hancock-ppe-legacy-mad-scramble-left-supplies-stranded-at-ports-and-air-sites/
[27] https://bit.ly/3rcQMlf
[27] https://www.politicususa.com/2021/03/02/trump-hospitals-ppe-funds.html
[23] https://www.instagram.com/accounts/login/
[22] https://ift.tt/3bdj8qh
[20] https://www.craigmurray.org.uk/archives/2020/07/banana-republic-corruption/
[20] https://www.repubblica.it/esteri/2021/03/03/news/parlamento_ue_il_leader_ungherese_orban_annuncia_il_ritiro_del_suo_partito_dal_ppe-290061339/
[12] https://www.lefigaro.fr/flash-actu/le-parti-d-orban-quitte-le-groupe-ppe-au-parlement-europeen-20210303
[8] https://www.ouest-france.fr/europe/ue/les-troupes-de-viktor-orban-quittent-le-groupe-du-ppe-un-seisme-pour-la-droite-europeenne-7173719

Top URLs in Tweet in G1:
[1] https://inews.co.uk/news/politics/budget-2021-rishi-sunak-ignore-pay-rise-demands-nhs-staff-888487
[1] https://metro.co.uk/2021/03/03/matt-hancock-in-transparency-row-over-missing-91million-ppe-contract-14178463/?ito=article.mweb.share.floaty.twitter
[1] https://www.independent.co.uk/news/health/coronavirus-nurses-bin-bags-ppe-shortage-positive-covid-19-symptoms-a9457231.html
[1] https://twitter.com/nickcohen4/status/1366712420547313664
[1] https://twitter.com/monicalennon7/status/1363515241070551048
[1] https://twitter.com/Independent/status/1366664679033098240

Top URLs in Tweet in G2:
[4] https://metro.co.uk/2021/03/03/matt-hancock-in-transparency-row-over-missing-91million-ppe-contract-14178463/?ito=article.mweb.share.floaty.twitter
[4] https://metro.co.uk/2021/03/03/matt-hancock-in-transparency-row-over-missing-91million-ppe-contract-14178463/
[2] https://www.reuters.com/article/uk-health-coronavirus-britain-procuremen/uk-government-broke-the-law-by-failing-to-disclose-ppe-contracts-court-rules-idUSKBN2AJ1IA
[2] https://www.itv.com/news/2020-12-18/revealed-the-company-given-800m-of-covid-ppe-contracts-by-government-without-open-tender
[2] https://order-order.com/2021/03/01/hancocks-airpod-headphone-claims/
[1] https://twitter.com/graceblakeley/status/1366830148646031361
[1] https://www.nao.org.uk/report/supplying-the-nhs-and-adult-social-care-sector-with-personal-protective-equipment-ppe/
[1] https://twitter.com/markrmayhew/status/1366724968676012037
[1] https://twitter.com/toryboypierce/status/1366459081859485699
[1] https://twitter.com/jonathan_mbanks/status/1366353846042308609

Top URLs in Tweet in G3:
[4] https://freshprotectivesolutions.com
[4] https://facebook.com/freshprotectivesolutions
[3] https://www.newswire.ca/news-releases/loop-insights-signs-letter-of-intent-for-2-000-000-licensing-deal-with-maitri-health-technologies-to-combine-ppe-artificial-intelligence-and-proptech-in-first-ever-globally-scalable-offering-861480300.html
[3] https://twitter.com/TSFRadio/status/1366364482797072388
[3] https://bylinetimes.com/2021/02/25/matt-hancock-ppe-legacy-mad-scramble-left-supplies-stranded-at-ports-and-air-sites/
[3] https://twitter.com/mrharrycole/status/1366669130196254720
[3] https://www.ansa.it/sito/notizie/mondo/europa/2021/03/03/il-partito-di-orban-lascia-il-ppe-al-parlamento-ue_fd0ff2fd-b2bf-4189-b14d-d8433887ad24.html
[3] https://www.ansa.it/europa/notizie/rubriche/altrenews/2021/03/03/media-il-partito-di-orban-fidesz-verso-laddio-al-ppe_b5ff7d08-eecb-43b0-9dc5-1fe26ddde356.html
[3] https://twitter.com/gaceta_es/status/1367065032845103106
[3] https://www.ilsole24ore.com/art/europarlamento-partito-viktor-orban-e-fuori-ppe-ADOnXWNB

Top URLs in Tweet in G4:
[24] https://bylinetimes.com/2021/02/25/matt-hancock-ppe-legacy-mad-scramble-left-supplies-stranded-at-ports-and-air-sites/
[4] https://flockmag.com/ppe-when-one-size-fits-all-threatens-female-health-workers/
[3] https://metro.co.uk/2021/03/03/matt-hancock-in-transparency-row-over-missing-91million-ppe-contract-14178463/?ito=article.mweb.share.floaty.twitter
[2] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[1] https://metro.co.uk/2021/03/03/matt-hancock-in-transparency-row-over-missing-91million-ppe-contract-14178463/?ito=cbshare
[1] https://www.crowdjustice.com/case/108million/
[1] https://inews.co.uk/opinion/matt-hancock-pandemic-ppe-contracts-good-law-project-881736
[1] https://twitter.com/lewis_goodall/status/1366470718901415937
[1] https://twitter.com/BBCPolitics/status/1363429305376768001
[1] https://www.nytimes.com/interactive/2020/12/17/world/europe/britain-covid-contracts.html

Top URLs in Tweet in G5:
[19] https://www.repubblica.it/esteri/2021/03/03/news/parlamento_ue_il_leader_ungherese_orban_annuncia_il_ritiro_del_suo_partito_dal_ppe-290061339/
[7] https://www.repubblica.it/esteri/2021/03/03/news/parlamento_ue_il_leader_ungherese_orban_annuncia_il_ritiro_del_suo_partito_dal_ppe-290061339/?ref=RHTP-BH-I288512892-P1-S2-T1&__vfz=medium%3Dsharebar
[6] https://www.ilprimatonazionale.it/esteri/partito-orban-molla-ppe-contro-noi-manovre-antidemocratiche-184357/
[6] https://www.huffingtonpost.it/entry/il-ppe-fa-un-altro-passo-contro-orban-e-contro-salvini_it_603e0d79c5b6d7794ae1c78a?ncid=tweetlnkithpmg00000001
[4] https://giftarticle.ft.com/giftarticle/actions/redeem/3ff076b8-ec94-4a43-8389-34278ce823c1
[3] https://tg24.sky.it/mondo/2021/03/03/partito-orban-addio-ppe?social=twitter_skytg24_photo_null
[2] https://www.ilfoglio.it/europa-ore-7-la-newsletter-europea-del-foglio/2021/03/03/news/la-resa-dei-conti-tra-il-gruppo-del-ppe-e-orba-n-1960160/
[2] https://www.repubblica.it/esteri/2021/03/03/news/parlamento_ue_il_leader_ungherese_orban_annuncia_il_ritiro_del_suo_partito_dal_ppe-290061339/?rss&ref=twhr
[2] https://www.lastampa.it/esteri/2021/03/03/news/il-partito-di-orban-lascia-il-ppe-al-parlamento-ue-1.39977239?__vfz=medium%3Dsharebar
[2] https://www.lastampa.it/esteri/2021/03/03/news/il-partito-di-orban-lascia-il-ppe-al-parlamento-ue-1.39977239?ref=twhpv

Top URLs in Tweet in G6:
[21] https://www.instagram.com/accounts/login/
[3] https://twitter.com/AllAroundPerth/status/1363874461649227777
[3] https://www.joox.com/common_redirect.html?page=playsong&songid=edIoO+HHCiN1imQS92xA4Q==&songMid=Z9fdfc7d03898b&appshare=iphone&area=th&lang=th
[2] https://twitter.com/schinarat/status/1367021109825081349
[2] https://twitter.com/VoteforPerthppe/status/1365305562271899649
[2] https://www.youtube.com/watch?v=kf-jZ3mXN08&feature=youtu.be

[2] https://www.youtube.com/watch?v=GetLSN7LV-s&feature=youtu.be

[1] https://wmsg.lnk.to/ENCORE_GOT7TA
[1] https://twitter.com/saint_sup/status/1367028639376662536
[1] https://twitter.com/kuos2009/status/1366221030998478850

Top URLs in Tweet in G7:
[247] https://metro.co.uk/2021/03/03/matt-hancock-in-transparency-row-over-missing-91million-ppe-contract-14178463/?ito=article.mweb.share.floaty.twitter
[2] https://fullfact.org/health/hancock-ppe-nao-shortages/
[1] https://twitter.com/novaya_gazeta/status/1367070002357092354

Top URLs in Tweet in G8:
[1] https://www.dailymail.co.uk/news/article-9314291/Boris-Johnsons-secret-charity-fund-Carrie-Symonds-No-10-makeover-private-flat.html
[1] https://metro.co.uk/2021/03/03/matt-hancock-in-transparency-row-over-missing-91million-ppe-contract-14178463/?ito=cbshare
[1] https://metro.co.uk/2021/03/03/matt-hancock-in-transparency-row-over-missing-91million-ppe-contract-14178463/?ito=article.mweb.share.floaty.twitter
[1] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[1] https://bylinetimes.com/2021/02/25/matt-hancock-ppe-legacy-mad-scramble-left-supplies-stranded-at-ports-and-air-sites/
[1] https://inews.co.uk/news/politics/rishi-sunak-new-chancellor-sajid-javid-cabinet-reshuffle-uk-1328440

Top URLs in Tweet in G9:
[9] https://metro.co.uk/2021/03/03/matt-hancock-in-transparency-row-over-missing-91million-ppe-contract-14178463/?ito=article.mweb.share.floaty.twitter
[1] https://voxpoliticalonline.com/2020/08/10/tory-corruption-party-supporters-get-180m-of-our-money-to-supply-ppe-but-will-they/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DPiie71tf_bU%26feature%3Demb_logo&q=EgS4SO-bGL7xh4IGIhkA8aeDS5ix51a3nkzwVCVplFHVptH1bkoYMgFy

Top URLs in Tweet in G10:
[5] https://metro.co.uk/2021/03/03/matt-hancock-in-transparency-row-over-missing-91million-ppe-contract-14178463/?ito=article.mweb.share.floaty.twitter
[1] https://www.mirror.co.uk/news/politics/budget-2021-today-furlough-extended-23567724?utm_campaign=sharebar&utm_medium=social&utm_source=twitter.com
[1] https://twitter.com/jrn1791/status/1366313481096597507
[1] https://twitter.com/MattHancock/status/1366345206463950849
[1] https://www.instagram.com/accounts/login/
[1] https://twitter.com/DHSCgovuk/status/1366327357259218947
[1] https://bylinetimes.com/2021/02/25/matt-hancock-ppe-legacy-mad-scramble-left-supplies-stranded-at-ports-and-air-sites/

Top Domains
Top Domains in Tweet in Entire Graph:
[357] co.uk
[279] twitter.com
[59] bit.ly
[41] bylinetimes.com
[32] repubblica.it
[28] org.uk
[27] ift.tt
[27] politicususa.com
[27] marketserengeti.com
[23] instagram.com

Top Domains in Tweet in G1:
[3] co.uk
[3] twitter.com

Top Domains in Tweet in G2:
[14] twitter.com
[13] co.uk
[2] org.uk
[2] reuters.com
[2] itv.com
[2] order-order.com
[1] indy100.com
[1] fullfact.org
[1] theguardian.com
[1] actionnetwork.org

Top Domains in Tweet in G3:
[102] twitter.com
[28] co.uk
[13] bit.ly
[12] ansa.it
[8] co.za
[5] facebook.com
[5] bylinetimes.com
[5] ift.tt
[4] freshprotectivesolutions.com
[4] lnkd.in

Top Domains in Tweet in G4:
[27] bylinetimes.com
[6] co.uk
[5] twitter.com
[4] flockmag.com
[1] crowdjustice.com
[1] nytimes.com
[1] bbc.com
[1] theguardian.com

Top Domains in Tweet in G5:
[31] repubblica.it
[6] ilprimatonazionale.it
[6] huffingtonpost.it
[4] ilfoglio.it
[4] twitter.com
[4] lastampa.it
[4] ft.com
[3] sky.it
[2] formiche.net
[1] ilfattoquotidiano.it

Top Domains in Tweet in G6:
[21] instagram.com
[17] twitter.com
[5] youtube.com
[4] google.com
[3] joox.com
[3] kazzmarket.com
[1] lnk.to
[1] perthppecorner.com

Top Domains in Tweet in G7:
[247] co.uk
[2] fullfact.org
[1] twitter.com

Top Domains in Tweet in G8:
[4] co.uk
[2] bylinetimes.com

Top Domains in Tweet in G9:
[9] co.uk
[1] voxpoliticalonline.com
[1] google.com

Top Domains in Tweet in G10:
[6] co.uk
[3] twitter.com
[1] instagram.com
[1] bylinetimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[406] ppe
[218] orban
[202] kdppe
[173] perthtanapon
[101] fidesz
[93] covid19
[60] bkppxmintmagth
[54] lega
[54] salvini
[46] giorgetti



Top Hashtags in Tweet in G1:
[3] covidbriefing
[2] bbcqt
[2] ppe
[1] trackandtrace
[1] torycorruption

Top Hashtags in Tweet in G2:
[24] 20more4all
[23] budget2021
[18] increaselegacybenefits
[8] torycorruption
[5] ppe
[5] torycovidcatastrophe
[3] marr
[2] nhs
[2] excludeduk
[1] westminster

Top Hashtags in Tweet in G3:
[81] ppe
[27] ãƒÿルクラボ衜くぞ7万人
[21] orban
[16] covid19
[11] fidesz
[8] safety
[7] covid
[5] nitrilegloves
[5] safetyfirst
[5] torycorruption

Top Hashtags in Tweet in G4:
[4] marr
[3] covid19
[3] ppe
[2] uniform
[2] frontline
[1] coronovirus
[1] torycovidcatastrophe
[1] greed
[1] patients
[1] longcovid

Top Hashtags in Tweet in G5:
[102] orban
[67] ppe
[47] salvini
[47] lega
[46] giorgetti
[32] fidesz
[19] ue
[12] ungheria
[10] ansa
[9] europarlamento

Top Hashtags in Tweet in G6:
[200] kdppe
[171] perthtanapon
[60] bkppxmintmagth
[37] bb0un
[32] perthsday20th
[31] chuang2021xneneep03
[24] บุ๋นเปรม
[17] perthsaintsation
[17] บอกโลกให้รู้ว่ากูรักมึง
[14] studiowabisabi

Top Hashtags in Tweet in G7:
[2] sarkosy
[1] budget2021

Top Hashtags in Tweet in G8:
[2] borisjohnson
[2] pritipatel
[1] torycorruption
[1] defundthebbc
[1] tory
[1] chumocracy
[1] covidcontracts
[1] ppe
[1] testandtrace
[1] marsperseverance

Top Hashtags in Tweet in G9:
[2] torycorruption
[2] istandwithnicola
[1] nicolassarkozy
[1] bbcquestiontime
[1] getindydone
[1] torieshavefailedthenation
[1] toriesout
[1] toryscum

Top Hashtags in Tweet in G10:
[4] tories
[4] tory
[1] dispatches
[1] johnson
[1] bloodontheirhands
[1] democide

Top Words
Top Words in Tweet in Entire Graph:
[3946] ppe
[2469] ˆà
[1423] matt
[1383] airpods
[1275] šà
[1264] claimed
[1260] expenses
[1255] hancock
[1226] µà
[887] ãƒ

Top Words in Tweet in G1:
[1149] claimed
[1149] airpods
[1148] expenses
[661] matt
[654] hancock
[587] davidschneider
[582] 22bn
[575] angela
[575] rayner
[575] spaffed

Top Words in Tweet in G2:
[337] ppe
[102] contracts
[87] contract
[85] trace
[80] track
[72] matthancock
[69] rishisunak
[55] tories
[54] hancock
[53] people

Top Words in Tweet in G3:
[449] ppe
[160] ãƒ
[81] #ppe
[78] æ
[58] orban
[54] ç
[52] ϋ
[44] more
[41] ø
[40] ì

Top Words in Tweet in G4:
[200] ppe
[182] iâ
[125] goodlawproject
[117] hancockâ
[113] matt
[109] published
[102] contract
[102] jujuliagrace
[98] between
[96] looks

Top Words in Tweet in G5:
[257] ppe
[197] orban
[176] dal
[126] gruppo
[112] partito
[102] #orban
[83] esce
[75] vicinanza
[72] parlamento
[70] ungherese

Top Words in Tweet in G6:
[2255] ˆà
[1133] šà
[1076] µà
[522] žà
[443] ªà
[405] Ĉ
[360] ÿ
[355] ψ
[200] #kdppe
[197] #à

Top Words in Tweet in G7:
[266] matt
[260] hancock
[254] jolyonmaugham
[251] history
[246] taking
[246] lessons
[246] dominic
[246] cummings
[246] furiously
[246] rewriting

Top Words in Tweet in G8:
[261] contract
[253] borisjohnson_mp
[253] please
[253] donors
[252] give
[252] generously
[252] pay
[252] redecoration
[252] flat
[252] receive

Top Words in Tweet in G9:
[137] ppe
[134] matt
[114] œ
[112] boris
[109] haâ
[109] johnson
[108] done
[108] contracts
[107] scandal
[106] bbc

Top Words in Tweet in G10:
[120] davemacladd
[115] matt
[112] hancock
[111] airpods
[105] angela
[105] rayner
[105] 22bn
[104] giving
[103] claiming
[102] track

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1244] airpods,expenses
[1242] claimed,airpods
[1161] matt,hancock
[734] angela,rayner
[676] ˆà,ˆà
[640] hancock,claimed
[621] expenses,spaffed
[618] spaffed,22bn
[618] 22bn,failing
[617] rayner,claimed

Top Word Pairs in Tweet in G1:
[1148] claimed,airpods
[1148] airpods,expenses
[651] matt,hancock
[575] angela,rayner
[575] hancock,claimed
[574] rayner,claimed
[574] expenses,matt
[574] expenses,spaffed
[574] spaffed,22bn
[574] 22bn,failing

Top Word Pairs in Tweet in G2:
[71] track,trace
[59] ppe,contracts
[34] 252m,contract
[30] matt,hancock
[29] disabled,people
[26] ayanda,capital
[26] capital,108m
[26] 108m,contract
[24] tories,went
[24] went,big

Top Word Pairs in Tweet in G3:
[69] ãƒ,ãƒ
[29] ãƒ,ボè
[27] #ãƒÿãƒ,ãƒ
[27] ボè,œã
[27] œã,ž7ä
[27] ž7ä,人
[21] lascia,ppe
[18] ppe,contracts
[18] orban,lascia
[17] viktor,orban

Top Word Pairs in Tweet in G4:
[95] 91million,contract
[95] contract,between
[95] between,matt
[95] matt,hancockâ
[95] hancockâ,department
[95] department,chinese
[95] chinese,ppe
[95] ppe,firm
[95] firm,looks
[95] looks,published

Top Word Pairs in Tweet in G5:
[84] dal,ppe
[83] esce,dal
[80] orban,esce
[78] gruppo,ppe
[65] dal,gruppo
[48] suo,partito
[46] slancio,europeista
[46] europeista,#lega
[46] #lega,#salvini
[46] #salvini,#giorgetti

Top Word Pairs in Tweet in G6:
[628] ˆà,ˆà
[517] µà,ˆà
[345] ˆà,šà
[345] šà,ˆà
[321] ÿ,ÿ
[290] ˆà,µà
[166] šà,šà
[164] žà,µà
[145] ˆà,žà
[144] ªà,ˆà

Top Word Pairs in Tweet in G7:
[255] matt,hancock
[246] hancock,taking
[246] taking,lessons
[246] lessons,dominic
[246] dominic,cummings
[246] cummings,furiously
[246] furiously,rewriting
[246] rewriting,history
[245] jolyonmaugham,matt
[10] goodlawproject,91million

Top Word Pairs in Tweet in G8:
[252] please,give
[252] give,generously
[252] generously,pay
[252] pay,redecoration
[252] redecoration,flat
[252] flat,donors
[252] donors,receive
[252] receive,100million
[252] 100million,contract
[251] borisjohnson_mp,please

Top Word Pairs in Tweet in G9:
[109] matt,haâ
[109] boris,johnson
[106] ppe,contracts
[104] haven't,done
[104] done,ppe
[104] contracts,scandal
[104] scandal,matt
[103] bbc,giving
[103] giving,much
[103] much,coverage

Top Word Pairs in Tweet in G10:
[112] matt,hancock
[105] angela,rayner
[102] track,trace
[100] rayner,claiming
[100] claiming,249
[100] 249,apple
[100] apple,airpods
[100] airpods,vs
[100] vs,govt
[100] govt,wasting

Top Replied-To
Top Replied-To in Entire Graph:
@ppe_ppo
@rishisunak
@matthancock
@politicsforali
@douglas4moray
@mrharrycole
@ppe_ee825
@emmett_dog
@drrosena
@advobarryroux

Top Replied-To in G1:
@drrosena
@rishisunak
@marcuschown
@nonnymooseuk
@arturostrials
@robertlindsay
@chrissiegrech
@monicalennon7

Top Replied-To in G2:
@politicsforali
@rishisunak
@douglas4moray
@matthancock
@bbclaurak
@skynews
@bbcnews
@scottories
@dailymailuk
@1252spike

Top Replied-To in G3:

Top Replied-To in G4:
@owenjones84
@carolinelucas
@audioq
@politicallypaul
@talking2someone
@kathyconwom
@stoneybe1
@middleearthlfc
@proudyoon1

Top Replied-To in G5:
@eugeniocardi
@lageloni
@brandobenifei
@giorgiosciara01
@pfmajorino
@icristy86
@darioballini
@simonabonafe
@the_highsparrow
@agenzia_ansa

Top Replied-To in G6:
@ben_ppe
@boomytorao
@property_of_ppe
@bb0un
@niyach_perthch
@moo_katoon_ppe
@titlekplee
@ppe_244
@flsewoon
@ployxppe

Top Replied-To in G7:
@jolyonmaugham
@david__osland
@sr_petra_clare
@scottories
@freespeech_0
@joemcmanners

Top Replied-To in G8:
@bbcscotlandnews
@sophyridgesky
@taxbod
@samanthataghoy
@moetheger
@nicktolhurst
@borisjohnson_mp
@bbcgaryr
@desparchao69

Top Replied-To in G9:
@sonofr
@peterstefanovi2
@maxrobertfinch
@chrisdo30828241
@childofalba
@brexitbuster
@nickreeves9876
@rishisunak

Top Replied-To in G10:
@davemacladd
@writesbright
@owenjones84
@bakerstherald

Top Mentioned
Top Mentioned in Entire Graph:
@davidschneider
@jolyonmaugham
@borisjohnson_mp
@goodlawproject
@davemacladd
@maxrobertfinch
@jujuliagrace
@everydoctoruk
@johnlewiseu
@drrosena

Top Mentioned in G1:
@davidschneider
@drrosena
@drjogrady
@changed_gear
@maxrobertfinch
@madamecupcakes
@damechatprrr
@arturostrials
@monicalennon7
@jackcdawes

Top Mentioned in G2:
@matthancock
@rishisunak
@borisjohnson
@iamlistening666
@nicolasturgeon
@bbclaurak
@politicsforali
@bbcnews
@rightsforresid2
@douglas4moray

Top Mentioned in G3:
@labourrage
@worxmart
@andrewzcooper
@_be_ck_ie

Top Mentioned in G4:
@goodlawproject
@jujuliagrace
@everydoctoruk
@dancardenmp
@bylinetimes
@carolinelucas
@writesbright
@join_the_flock_
@katietarrant98
@lpoolwaltonclp

Top Mentioned in G5:
@davcarretta
@pfmajorino
@lageloni
@ladyonorato
@brandobenifei
@marcozanni86
@repubblica
@agambella
@agenzia_ansa
@lucianoghelfi

Top Mentioned in G6:
@perthppe
@gotchababy4
@allaroundperth
@ps_officialth
@telltheworldilu
@prem_space
@voteforperthppe
@tigergarden320
@nongderrr
@onlyouperthpics

Top Mentioned in G7:
@jolyonmaugham
@goodlawproject
@xsovietnews
@fullfact
@davidschneider
@joemcmanners
@dis_ppl_protest
@matthew82069336
@rishisunak
@maxrobertfinch

Top Mentioned in G8:
@borisjohnson_mp
@davidschneider
@thend0fthestorm
@goodlawproject
@ian_fraser
@nicolasturgeon
@bbcscotlandnews
@carolinelucas
@bylinetimes
@themidd01808667

Top Mentioned in G9:
@maxrobertfinch
@johnlewiseu
@catiomiles
@brexitbuster
@peterstefanovi2
@jolyonmaugham
@davidschneider
@goodlawproject
@middle_voter
@2primates

Top Mentioned in G10:
@davemacladd
@bakerstherald
@jolyonmaugham
@borisjohnson_mp
@davidschneider
@katynurse27
@maxrobertfinch
@dancardenmp
@steve_lyons_
@humanstew

Top Tweeters
Top Tweeters in Entire Graph:
@qoo10_shopping
@oldlady12345
@afropages
@getvideobot
@s9tmt
@tommybrain
@jstlangevin
@jatirado
@iacobellist
@monicasloves

Top Tweeters in G1:
@roadwarrior29
@euethnic
@fedupofpollys
@sidcelery
@vintiquesmark
@marcuschown
@natashashenry
@aimeepaterson
@glaikitgeezer
@grahammoore11

Top Tweeters in G2:
@hazelglasgow
@thesun
@manatrue
@skynews
@bbcnews
@frankentan
@cleggy261
@thomasevans1984
@glynis_fisher
@hawkins_carole

Top Tweeters in G3:
@afropages
@agenparl
@aluizcosta
@mummygirl
@fxbooklttg
@stiripesurse_ro
@jesusropa
@sardanews
@wmur9
@ladh

Top Tweeters in G4:
@lorelei3112
@alanlsg
@markrowantree
@christoclifford
@sunnyclaribel
@marionpfallon
@iloveautumn2
@kingsmeadmrt
@johnejefferson
@sallymos

Top Tweeters in G5:
@tommybrain
@iacobellist
@robre62
@repubblica
@danieledv79
@miti_vigliero
@thewaterflea
@lastampa
@gherardimauro1
@jabbatm

Top Tweeters in G6:
@getvideobot
@syderbay_
@noonathty
@schinarat
@kittybunny023
@il_love_li
@boonzoonlee
@flsewoon
@ichkbam
@52squared_

Top Tweeters in G7:
@s9tmt
@cotey_mary
@spanishdan1
@avonan
@ferguson2811
@cristinaprkr
@rosaselvagem93
@londonyc
@lighthealing
@mauriceg88

Top Tweeters in G8:
@politicalbee
@sandoly
@iam_tomilade
@j_sutherland2
@solon594bce
@vespasian91
@msvanillarose
@stlhd100
@kernow4corbyn
@cmwheatley56

Top Tweeters in G9:
@thestephenralph
@childofalba
@mrs_coyle
@wible1
@chiclanagirl
@blondiesa
@dbashby
@martindvz
@paulduffy1192
@staringatclouds

Top Tweeters in G10:
@sandradunn1955
@catherinemginn
@imoanalothutchy
@june4th
@hacketttom
@jmjohnpj
@kingking3107
@msccollins1
@svenradio
@quangels


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