PPE, Twitter, 5/25/2022 7:47:07 PM, 277027


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PPE_2022-05-25_00-52-01.xlsx
PPE_2022-05-25_00-52-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2022
Short Description:
PPE via NodeXL https://bit.ly/3NAcFWK
@thancock_
@tush27j
@lgalloway77
@trackntracer
@ppe_sale
@borisjohnson
@who
@chrisgerhard
@elonmusk
@skikitten

Top hashtags:
#tigray
#ppe
#got7
#bambam
#jayb
#mark
#jackson
#갓세븐
#jinyoung
#youngjae

Description:
Description
The graph represents a network of 8,177 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 Wednesday, 25 May 2022 at 07:58 UTC.

The requested start date was Wednesday, 25 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 7-hour, 5-minute period from Sunday, 22 May 2022 at 05:15 UTC to Tuesday, 24 May 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 : 8177
Unique Edges : 6239
Edges With Duplicates : 11882
Total Edges : 18121
Number of Edge Types : 5
Retweet : 5198
MentionsInRetweet : 7321
Replies to : 1464
Tweet : 1540
Mentions : 2598
Self-Loops : 1567
Reciprocated Vertex Pair Ratio : 0.0135004821600771
Reciprocated Edge Ratio : 0.0266412940057088
Connected Components : 1100
Single-Vertex Connected Components : 360
Maximum Vertices in a Connected Component : 4023
Maximum Edges in a Connected Component : 10099
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.41471
Graph Density : 0.000157205535932369
Modularity : 0.568244
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,177 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 Wednesday, 25 May 2022 at 07:58 UTC.

The requested start date was Wednesday, 25 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 7-hour, 5-minute period from Sunday, 22 May 2022 at 05:15 UTC to Tuesday, 24 May 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:
[48] https://www.youtube.com/watch?v=J3dnkbKoj4A&ab_channel=Co-Immunity

[31] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[11] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[6] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_AndroidApp_Other
[6] https://twitter.com/Neguse_de_gogo/status/1265135306635792384?s=20&t=dSAXkavLrhqMhlYCYxVhEw
[5] https://www.thetimes.co.uk/article/michelle-mone-first-lady-of-lingerie-embroiled-in-criminal-investigation-over-200m-ppe-contract-qtc88z2xp?fbclid=IwAR3PgDK-UoLLfRL2Wmcd5l9U-hOmkZTaaChpHx9VGIs7uvCTBPOGGJMlk3k
[4] https://twitter.com/beoncloud_th/status/1528341695808798722
[4] https://www.youtube.com/watch?v=IZ0oQ6nzKxo&feature=youtu.be

[4] https://twitter.com/i/spaces/1gqxvlnNrNzGB
[4] https://www.theguardian.com/uk-news/2022/apr/29/nca-launches-investigation-ppe-firm-linked-to-michelle-mone

Top URLs in Tweet in G1:
[5] https://www.thetimes.co.uk/article/michelle-mone-first-lady-of-lingerie-embroiled-in-criminal-investigation-over-200m-ppe-contract-qtc88z2xp?fbclid=IwAR3PgDK-UoLLfRL2Wmcd5l9U-hOmkZTaaChpHx9VGIs7uvCTBPOGGJMlk3k
[2] https://www.youtube.com/watch?v=SDlc-wLVF-8&feature=youtu.be

[1] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_AndroidApp_Other
[1] https://twitter.com/bydonkeys/status/1529023404204072961
[1] https://twitter.com/saralivadeas/status/1529004842869567489
[1] https://tweetedtimes.com/msuzdak
[1] https://twitter.com/BBCLauraKT/status/1528036103327993856
[1] https://twitter.com/Loriagne2/status/1528640884006391809
[1] https://twitter.com/SiobhanBenita/status/1529006007040593923
[1] https://www.disabilitynewsservice.com/universal-credit-boss-defends-years-of-misleading-information/

Top URLs in Tweet in G2:
[9] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[7] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[2] https://nursingnotes.co.uk/news/workforce/we-dying-due-inadequate-ppeclaim-nurses/
[1] https://twitter.com/Haggis_UK/status/1528636551554641920
[1] https://twitter.com/mrcessna/status/1529032386272428033
[1] https://twitter.com/ottojizzmark/status/1528086155211718656
[1] https://twitter.com/LGalloway77/status/1528971627148546048
[1] https://www.theguardian.com/education/2022/may/14/england-crumbling-schools-risk-warn-no-10-education-department-treasury
[1] https://www.bmj.com/content/372/bmj.n511
[1] https://www.mirror.co.uk/news/politics/boris-johnsons-fatal-errors-handling-22149786

Top URLs in Tweet in G3:
[3] https://www.bmj.com/content/377/bmj.o1200
[2] https://www.dailymail.co.uk/news/article-10837751/Jacob-Rees-Mogg-warns-businesses-not-honey-pot-raided-amid-windfall-tax-row.html
[2] https://www.itv.com/news/central/2022-05-19/bma-staff-failed-by-government-over-ppe-and-handling-of-pandemic
[1] https://twitter.com/poshkev1963/status/1529037050015621120
[1] https://www.theguardian.com/business/2022/apr/01/profits-jump-for-patel-backed-ppe-direct-limited-after-it-won-216m-contracts
[1] https://www.mirror.co.uk/news/politics/dwp-staff-power-arrest-brits-27002864?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.bmj.com/content/377/bmj.o1235
[1] https://www.bma.org.uk/advice-and-support/covid-19/what-the-bma-is-doing/bma-covid-19-review
[1] https://twitter.com/raj_psyc/status/1527678741979316226
[1] https://www.gov.uk/guidance/monkeypox

Top URLs in Tweet in G4:
[5] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[3] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[2] https://www.manchestereveningnews.co.uk/news/monkeypox-uk-health-security-agency-24032302
[2] https://peing.net/ja/nharuka_kk?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[2] https://eu.fishersci.com/go/Hand_protection_campaign
[1] https://twitter.com/muslimaau/status/1527261670720282624
[1] https://twitter.com/shamezladhani/status/1527778182618824705
[1] https://www.corriere.it/politica/22_maggio_21/crosetto-silvio-anche-contro-ppe-guerra-ucraina-sta-inseguendo-sondaggi-82403d78-d938-11ec-ace9-a49b5c59373f.shtml
[1] https://twitter.com/Reuters/status/1528117174925045760
[1] https://twitter.com/peeblesnews/status/1528271581876834304

Top URLs in Tweet in G6:
[3] https://www.telegraph.co.uk/politics/2022/05/22/rising-immigration-undeniably-undermines-brexit-promises-warn/
[3] https://www.challenge.gov/?challenge=the-niosh-protective-clothing-challenge%E2%80%94leaving-no-body-unprotected
[2] https://metro.co.uk/2022/05/21/billy-henham-four-men-sentenced-to-over-80-years-for-murder-16686104/
[2] https://www.dailymail.co.uk/news/article-10840851/Channel-migrants-asking-returned-home-not-African-centres-fear-sent-Rwanda.html
[2] https://www.dailymail.co.uk/news/article-10847127/Police-adviser-wants-slash-forces-cash-New-panel-combat-racism-includes-Labour-backers.html
[2] https://www.express.co.uk/news/politics/1614119/tory-civil-war-poll-prime-minister-boris-johnson-sue-gray-report-spt
[2] https://www.dailymail.co.uk/news/article-10847541/Labour-MP-Jess-Phillips-comes-fire-breaking-rules-declaring-outside-earnings.html
[2] https://www.cdc.gov/niosh/npptl/sub-NPPTL.html
[1] https://twitter.com/GaryLineker/status/1528689553208492040
[1] https://twitter.com/NeilEastell/status/1528809809776103425

Top URLs in Tweet in G7:
[2] https://twitter.com/tomhfh/status/1528680007056429056
[2] http://millions.new
[2] https://twitter.com/Tush27J/status/1528277559896850432
[1] https://www.theguardian.com/politics/2022/mar/27/government-paid-firm-linked-to-tory-peer-122m-for-ppe-bought-for-46m?CMP=Share_iOSApp_Other
[1] https://www.consultancy.uk/news/31375/uk-health-security-agency-still-dependent-on-consultants
[1] https://twitter.com/johngittins19/status/1529012323284680705
[1] https://twitter.com/lainedaisey/status/1528856497031094273
[1] https://twitter.com/THancock_/status/1528786817973108743?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=0ed251f2-da93-11ec-814d-6a5353547171&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wNS0xOS9zdGFnZmxhdGlvbi1zaG9jay10by11ay1saWtlbHktdG8tYmUtYW1vbmctd29ybGQtcy13b3JzdA==

Top URLs in Tweet in G8:
[5] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_AndroidApp_Other
[1] https://twitter.com/UKSFO/status/1514651246443040780
[1] https://twitter.com/conservatives/status/1529032195951706113
[1] https://twitter.com/bolddigger52/status/1528394028206768131
[1] https://twitter.com/DavidHe93145948/status/1527983634451415041
[1] https://www.thenational.scot/news/20102728.michelle-mones-home-raided-amid-nca-probe-ppe-fraud-allegations/
[1] https://twitter.com/paullewismoney/status/1525712678353788928
[1] https://twitter.com/sallymcmanus/status/1421008286686478336
[1] https://twitter.com/ridgeonsunday/status/1528286666447790080

Top URLs in Tweet in G9:
[1] https://redasafe.com/ppe/respiratory-protection/reusable-face-mask
[1] https://redasafe.com/ppe/respiratory-protection/cartridges-filters
[1] https://twitter.com/Ayjchan/status/1528198972615032833
[1] https://twitter.com/Ayjchan/status/1528197465467404288

Top URLs in Tweet in G10:
[1] https://nursingnotes.co.uk/news/government-failed-to-protect-healthcare-workers-during-the-pandemic-concludes-report/

Top Domains
Top Domains in Tweet in Entire Graph:
[211] twitter.com
[87] youtube.com
[71] theguardian.com
[63] co.uk
[15] ppe.pl
[13] censor.net
[12] instagram.com
[12] co.jp
[12] co.za
[11] bit.ly

Top Domains in Tweet in G1:
[8] twitter.com
[5] co.uk
[2] youtube.com
[1] theguardian.com
[1] tweetedtimes.com
[1] disabilitynewsservice.com
[1] sophie-e-hill.com

Top Domains in Tweet in G2:
[18] theguardian.com
[9] twitter.com
[4] co.uk
[1] bmj.com
[1] archive.org
[1] sky.com

Top Domains in Tweet in G3:
[7] twitter.com
[4] co.uk
[4] bmj.com
[2] itv.com
[1] theguardian.com
[1] org.uk
[1] gov.uk
[1] bylinetimes.com

Top Domains in Tweet in G4:
[60] twitter.com
[17] co.uk
[15] theguardian.com
[5] co.za
[3] peing.net
[3] edu.sa
[2] hipeople.biz
[2] emilia-romagna.press
[2] shareprophets.com
[2] blogspot.com

Top Domains in Tweet in G6:
[20] co.uk
[3] twitter.com
[3] cdc.gov
[3] challenge.gov
[2] ltd.uk
[1] wsj.com
[1] youtube.com
[1] theguardian.com
[1] reuters.com
[1] cornell.edu

Top Domains in Tweet in G7:
[7] twitter.com
[2] millions.new
[1] theguardian.com
[1] consultancy.uk
[1] bloomberg.com

Top Domains in Tweet in G8:
[7] twitter.com
[5] theguardian.com
[1] thenational.scot

Top Domains in Tweet in G9:
[2] redasafe.com
[2] twitter.com

Top Domains in Tweet in G10:
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[248] tigray
[170] ppe
[161] got7
[151] bambam
[104] jayb
[83] mark
[80] jackson
[78] 갓세븐
[74] jinyoung
[64] youngjae



Top Hashtags in Tweet in G1:
[2] johnsonout
[2] ppe
[2] sunakout
[2] johnsonout118
[1] johnsonliedpeopledied
[1] corruption
[1] nhs
[1] r4today
[1] gmb

Top Hashtags in Tweet in G2:
[4] notmovingon
[4] johnsonout120
[3] noaccountability
[3] johnsonout119
[2] ppe
[2] brexit
[1] partygatecoverup
[1] toriesunfittogovern
[1] toriesdevoidofshame
[1] toriespartiedwhilepeopledied

Top Hashtags in Tweet in G3:
[17] bmacovidreview
[16] ridge
[9] ppe
[8] hcws
[2] sunakout
[2] covidisairborne
[2] ffp3
[2] ffp2
[2] covidisnotover
[1] michellemone

Top Hashtags in Tweet in G4:
[58] ppe
[22] safety
[17] 鎌倉殿の13人
[10] workwear
[9] safetyfirst
[7] bs2022
[6] healthandsafety
[4] rishisunak
[4] covid19
[4] construction

Top Hashtags in Tweet in G6:
[10] ppe
[9] thebalmoralhotelincident
[4] costoflivingcrisis
[2] generalelection
[2] islam
[1] euroloons
[1] ecoloons
[1] woke
[1] vote
[1] unitedkingdom

Top Hashtags in Tweet in G7:
[3] brexit
[3] lyingtoqueen
[3] barnardcastle
[3] 37bn
[3] ppe
[3] arcuri
[3] afghanistan
[3] owenpaterson
[3] sewage
[3] peppapig

Top Hashtags in Tweet in G8:
[3] brexit
[3] partygate
[2] ppe
[2] liarjohnson
[1] peterbone
[1] patelbullying
[1] russiareport
[1] sunakout
[1] ridge
[1] katiepersinger

Top Hashtags in Tweet in G9:
[248] tigray
[9] supporthr6600
[9] allowaccesstotigray
[1] safety
[1] respiratorprotection
[1] 3msafety
[1] maskprotection
[1] safetyfirst
[1] torycovidcatastrophe
[1] hcws

Top Hashtags in Tweet in G10:
[8] ppe
[6] covid
[4] partygatecoverup
[3] johnsonout120
[2] torycoviddisaster
[2] covid19
[2] johnsonthecorruptpm
[2] notmovingon
[1] carrieantoinette
[1] torycostoflivingcrisis

Top Words
Top Words in Tweet in Entire Graph:
[3717] ppe
[1644] covid
[1556] boris
[1028] protect
[1017] 19
[1000] free
[991] worked
[984] person
[976] ward
[971] drank

Top Words in Tweet in G1:
[920] ppe
[889] covid
[876] boris
[871] worked
[868] drank
[868] free
[868] ward
[868] rife
[868] 19
[868] minimal

Top Words in Tweet in G2:
[836] confidence
[496] boris
[466] johnson
[464] party
[450] partied
[422] pm
[419] mp
[418] conservative
[414] lgalloway77
[406] whi

Top Words in Tweet in G3:
[310] 3bn
[295] 500
[294] image
[293] greatest
[293] heist
[293] wasted
[293] focus
[293] written
[292] great
[292] train

Top Words in Tweet in G4:
[287] ppe
[58] #ppe
[36] covid
[33] more
[28] people
[25] contact
[22] #safety
[20] full
[18] equipment
[18] see

Top Words in Tweet in G5:
[636] slavery
[319] blackbirding
[318] qanda
[318] abcnews
[318] mr
[318] downer
[318] awful
[318] today
[318] standards
[318] wasn

Top Words in Tweet in G6:
[51] ppe
[28] uk
[25] people
[22] govt
[21] top
[21] europeanpowell
[19] th
[18] gbnews
[18] ppe_sale
[18] operation

Top Words in Tweet in G7:
[143] ppe
[59] track
[57] trace
[43] billions
[41] money
[36] contracts
[35] covid
[29] wasted
[28] lbc
[23] useless

Top Words in Tweet in G8:
[107] ppe
[93] borisjohnson
[76] covid
[57] died
[48] alone
[47] being
[46] katebevan
[46] barristersecret
[46] mum
[46] hospital

Top Words in Tweet in G9:
[252] covid
[248] according
[248] reports
[248] tigray
[248] ayder
[248] hospital
[248] #tigray
[248] 35
[248] 53
[248] staffers

Top Words in Tweet in G10:
[178] ppe
[147] sirrogergale
[146] colleagues
[145] things
[145] forgotten
[145] irish
[145] sea
[145] border
[145] jenrick
[145] hancock

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1014] covid,19
[981] ppe,protect
[970] boris,drank
[970] drank,worked
[970] worked,free
[970] free,ward
[970] ward,rife
[970] rife,covid
[970] 19,minimal
[970] minimal,ppe

Top Word Pairs in Tweet in G1:
[868] boris,drank
[868] drank,worked
[868] worked,free
[868] free,ward
[868] ward,rife
[868] rife,covid
[868] covid,19
[868] 19,minimal
[868] minimal,ppe
[868] ppe,protect

Top Word Pairs in Tweet in G2:
[459] boris,johnson
[418] confidence,boris
[418] johnson,pm
[418] pm,mp
[418] mp,confidence
[418] confidence,conservative
[418] conservative,party
[410] party,partied
[406] partied,whi
[404] lgalloway77,confidence

Top Word Pairs in Tweet in G3:
[293] greatest,heist
[292] heist,great
[292] great,train
[292] train,robbery
[292] robbery,500
[292] 500,000
[292] 000,wasted
[292] wasted,focus
[292] focus,groups
[292] groups,repair

Top Word Pairs in Tweet in G4:
[13] full,ppe
[12] boris,johnson
[10] personal,protective
[10] protective,equipment
[10] equipment,ppe
[10] johnson,partied
[10] partied,helped
[10] helped,child
[10] child,put
[10] put,ppe

Top Word Pairs in Tweet in G5:
[318] qanda,abcnews
[318] abcnews,mr
[318] mr,downer
[318] downer,blackbirding
[318] blackbirding,awful
[318] awful,today
[318] today,standards
[318] standards,wasn
[318] wasn,slavery
[318] slavery,slavery

Top Word Pairs in Tweet in G6:
[18] operation,yellow
[18] yellow,hammer
[18] hammer,govt
[18] govt,doc
[18] doc,actually
[18] actually,predicts
[18] predicts,happening
[18] happening,uk
[18] uk,save
[18] save,cherry

Top Word Pairs in Tweet in G7:
[50] track,trace
[26] ppe,contracts
[19] lbc,nickferrarilbc
[17] ppe,track
[11] useless,ppe
[10] windfall,tax
[10] dodgy,ppe
[9] matthewwright34,question
[9] question,energy
[9] energy,companies

Top Word Pairs in Tweet in G8:
[47] died,alone
[46] katebevan,barristersecret
[46] barristersecret,borisjohnson
[46] borisjohnson,mum
[46] mum,died
[46] alone,hospital
[46] hospital,caught
[46] caught,covid
[46] covid,being
[46] being,bed

Top Word Pairs in Tweet in G9:
[248] according,reports
[248] reports,tigray
[248] tigray,ayder
[248] ayder,hospital
[248] hospital,#tigray
[248] #tigray,35
[248] 35,53
[248] 53,staffers
[248] staffers,tested
[248] tested,positive

Top Word Pairs in Tweet in G10:
[145] sirrogergale,things
[145] things,colleagues
[145] colleagues,forgotten
[145] forgotten,irish
[145] irish,sea
[145] sea,border
[145] border,jenrick
[145] jenrick,hancock
[145] hancock,patel
[145] patel,cobra

Top Replied-To
Top Replied-To in Entire Graph:
@delossantosleal
@slowmo_ppe
@monyo_ppe
@lbc
@saralivadeas
@ppe_doo
@markjenkinsonmp
@ppe_ee825
@gbnews
@jim_jordan

Top Replied-To in G1:
@gmb
@helenspicer15
@katedodd3
@michaelrosenyes
@dansmithfortees
@bydonkeys
@thancock_
@bombemxix
@simonclarkemp
@skynews

Top Replied-To in G2:
@haggis_uk
@personanon57
@roadwarrior29
@eak202sc
@tania_mathias
@acgrayling
@paulanthonythor
@mehercle
@lgalloway77
@conservatives

Top Replied-To in G3:
@rishisunak
@melissa21905221
@bbmorg
@louishenwood
@profemer
@hatetorycuts
@webba50
@johnmacintyre2
@jrap67
@zoekc78

Top Replied-To in G5:
@drjbhattacharya
@qanda
@toadmeister

Top Replied-To in G6:
@gbnews
@ppe_sale
@batcaveslimer
@peterstefanovi2
@zzaj452
@derekjames150
@lablosthehe
@josieproc
@stendec6
@bigdamo

Top Replied-To in G7:
@lbc
@marinapurkiss
@staustelladam
@jmpsimor
@jhalcrojohnston
@jon_trickett
@figuregirl774
@angelarayner
@matthewwright34
@bella_scozia

Top Replied-To in G8:
@markjenkinsonmp
@bbcnews
@welshconserv
@cllrcarpenter
@borisjohnson
@femi_sorry
@kayburley
@vicderbyshire
@mpiainds
@leslieemery9

Top Replied-To in G9:
@sajidjavid
@fatiniashraf
@79twf
@matthancock
@drhoenderkamp

Top Replied-To in G10:
@sirrogergale
@edwards_juli
@annelindsay7
@pippacrerar
@nursingnotesuk
@fox_claire
@owen_whiteley
@camiwoke
@putu117_putu1
@joegrowling

Top Mentioned
Top Mentioned in Entire Graph:
@thancock_
@lgalloway77
@tush27j
@abcnews
@jjkale2
@qanda
@planetzuma
@sirrogergale
@jakkrittomtom
@borisjohnson

Top Mentioned in G1:
@thancock_
@simonclarkemp
@cptalex23
@michaelrosenyes
@lgalloway77
@gmb
@susannareid100
@mohammedakunjee
@swmoco
@bydonkeys

Top Mentioned in G2:
@lgalloway77
@angryhowitisnow
@thancock_
@tush27j
@redjohnbounds
@heathpenelope
@haggis_uk
@conservatives
@ellim12
@georgemonbiot

Top Mentioned in G3:
@tush27j
@rishisunak
@cnagpaul
@doctorasadkhan
@jrap67
@thancock_
@petermbenglish
@microlabdoc
@mjb302
@chiafanliang

Top Mentioned in G4:
@brexitphobe
@hupzdnm9qwxewuq
@birdman2
@voice_wales
@kingtrumpusliar
@chenoeyp
@johngrady50
@training_itti

Top Mentioned in G5:
@abcnews
@jjkale2
@qanda
@thancock_
@tush27j
@europeanpowell
@georgemonbiot

Top Mentioned in G6:
@europeanpowell
@ppe_sale
@youchamp
@peterdclack
@jansummersalt
@skynews
@jeremy_hunt
@rob_kimbell
@gbnews
@daveatherton20

Top Mentioned in G7:
@nickferrarilbc
@lbc
@peston
@profjanegreen
@radegeus
@silklink
@matthewwright34
@uklabour
@juliahb1
@gnev2

Top Mentioned in G8:
@borisjohnson
@barristersecret
@cassie_garbutt
@katebevan
@nadhimzahawi
@jo_coburn
@bbc
@michellemone
@bbcnews
@charles83230639

Top Mentioned in G9:
@uimk7kyqkj9itqy
@wediraya7
@montana12382395
@hanaaraya5
@lukasdani45
@who
@un_hrc
@hrw
@wfp
@icrc

Top Mentioned in G10:
@planetzuma
@sirrogergale
@hullfcpete
@thancock_
@tush27j
@lgalloway77
@stevebakerhw
@susanchubb1
@owen_whiteley
@nursingnotesuk

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@suntory
@hokkahokkap
@docomo_dmarket
@dennys_pr
@kirin_company
@sectest9
@recentlatestvia
@tesco
@s9tmt

Top Tweeters in G1:
@christinejameis
@camz99
@spanishdan1
@ferguson2811
@vg123e
@catwoman1979
@parsifel43
@safarisara
@terajits
@againsthunting

Top Tweeters in G2:
@tartancobweb
@roadwarrior29
@2351onthelist
@xraypat
@cleggy261
@aunty_shirley
@hacketttom
@redflag3rd
@zidanesboots
@dbashby

Top Tweeters in G3:
@hazelglasgow
@thestephenralph
@childofalba
@leocullen4
@pingachoo
@marionste
@terryelaineh1
@hausofrushdi
@eddwilson
@awarding_women

Top Tweeters in G4:
@recentlatestvia
@dr_shibley
@bprophetable
@immo_reedb
@ironorehopper
@bernamaradio
@perfectrose2011
@hupzdnm9qwxewuq
@kataouatche
@aka12144

Top Tweeters in G5:
@davidbewart
@3wombats
@msmwatchdog2013
@wildwalkerwoman
@protectingterra
@jrehnj
@weezmgk
@roseg
@bradhooperarch
@dameempress

Top Tweeters in G6:
@daily_express
@kilsally
@thesun
@skynews
@nytimes
@irisstylosa
@mailonline
@mackette52
@brookebay21
@james_thorburn

Top Tweeters in G7:
@isthisab0t
@curiocat13
@telegraph
@imoanalothutchy
@robertgedge
@trackntracer
@nannysaysnah
@c1christine
@lunaperla
@marspioneer

Top Tweeters in G8:
@tighnacoille
@bbcnews
@logansteven
@yllekonadnerb
@seusssl
@katebevan
@mrsmlh
@jennyjones1313
@susanbe36094276
@jacquep

Top Tweeters in G9:
@miftyjackson
@gamarraya
@aasaraiko
@kusuweyenti
@tsrha_kw
@sabaalem6_sabi
@mussietesfaye4
@hawiy2012
@tsegagaigerye
@fmkniazi

Top Tweeters in G10:
@s9tmt
@sandradunn1955
@sandssims
@annetteashley61
@csibike1
@susanchubb1
@sound_of_sirens
@neighbour_kx
@barneyhen
@gouldie7


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