PPE, Twitter, 3/18/2023 8:26:38 AM, 291483


FAQ | Problem?

PPE_2023-03-18_01-16-49.xlsx
PPE_2023-03-18_01-16-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2023
Short Description:
PPE via NodeXL https://bit.ly/42jR78W
@sangitamyska
@britain_people
@paulgeraghty11
@johnwest_jaws
@chrispduck
@jacob_rees_mogg
@suesuezep
@_jackjazz
@rishisunak
@spacecadetstu

Top hashtags:
#sunakout
#bbcbias
#johnsontheliar
#partygate
#ppe
#jenniferarcuri
#raab

Description:
Description
The graph represents a network of 4,865 Twitter users whose recent tweets contained "PPE", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 08:20 UTC.

The tweets in the network were tweeted over the 1054-day, 22-hour, 54-minute period from Monday, 27 April 2020 at 01:05 UTC to Saturday, 18 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4865
Unique Edges : 1681
Edges With Duplicates : 10791
Total Edges : 12472
Number of Edge Types : 9
Replies to : 1063
MentionsInReplyTo : 1928
Tweet : 470
Retweet : 3952
MentionsInRetweet : 4669
Mentions : 160
MentionsInQuoteReply : 79
Quote : 120
MentionsInQuote : 31
Self-Loops : 632
Reciprocated Vertex Pair Ratio : 0.013470173187941
Reciprocated Edge Ratio : 0.0265822784810127
Connected Components : 392
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 3286
Maximum Edges in a Connected Component : 9419
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.842008
Graph Density : 0.000267079569427165
Modularity : 0.438411
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,865 Twitter users whose recent tweets contained "PPE", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 08:20 UTC.

The tweets in the network were tweeted over the 1054-day, 22-hour, 54-minute period from Monday, 27 April 2020 at 01:05 UTC to Saturday, 18 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[176] https://www.itv.com/news/2019-11-17/jennifer-arcuri-boris-johnson-cast-me-aside-as-if-i-were-a-gremlin
[41] http://conservativeshome.com/johnson-the-love-rat-pt-2/
[17] https://twitter.com/Kath257388444/status/1636659797427625984/photo/1
[13] https://twitter.com/VassalloChan/status/1634673376882229248/photo/1
[11] https://winnipeg.citynews.ca/2023/03/16/canadian-ppe-manufacturers-ottawa-contract/
[10] https://globalnews.ca/news/9556030/canada-ppe-industry-analysis/?utm_source=%40globalnews&utm_medium=Twitter
[8] https://twitter.com/ZDFlondon/status/1636030945504509956/video/1
[7] https://nationalpost.com/pmn/news-pmn/canada-news-pmn/the-rise-and-fall-of-canadas-domestic-ppe-market
[6] https://www.mirror.co.uk/news/politics/thousands-call-tory-peer-michelle-28624826?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[6] https://www.firerescue1.com/personal-protective-equipment-ppe/articles/iaff-sues-nfpa-to-remove-pfas-from-protective-gear-hAsytCWwA8O7XxMa/

Top URLs in Tweet in G1:
[1] https://twitter.com/SangitaMyska/status/1636741509226590210/photo/1
[1] https://apple.news/AbCGO3F1AQ4Gp_rwiFhOydA

Top URLs in Tweet in G2:
[176] https://www.itv.com/news/2019-11-17/jennifer-arcuri-boris-johnson-cast-me-aside-as-if-i-were-a-gremlin
[41] http://conservativeshome.com/johnson-the-love-rat-pt-2/
[8] https://twitter.com/ZDFlondon/status/1636030945504509956/video/1
[4] https://twitter.com/GregHands/status/1636734986194698240/photo/1
[4] https://twitter.com/GregHands/status/1636709425774747649/photo/1
[4] https://twitter.com/AnthonyNumamoid/status/1636505252319973376/photo/1
[3] https://www.theguardian.com/uk-news/2022/dec/09/revealed-the-full-inside-story-of-the-michelle-mone-ppe-scandal
[2] https://twitter.com/Kiddero3/status/1636698857588367362/photo/1
[2] https://www.telegraph.co.uk/politics/2023/03/16/labour-throws-back-to-work-drive-chaos-pledge-scrap-pension/
[2] https://twitter.com/DalbidEU/status/1636721623570022408/photo/1

Top URLs in Tweet in G3:
[6] https://www.mirror.co.uk/news/politics/thousands-call-tory-peer-michelle-28624826?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.dailymail.co.uk/news/article-11871585/Michelle-Mone-puts-luxury-Algarve-villa-sale-8MILLION-battles-clear-name.html
[2] https://twitter.com/haggis_uk/status/1636638426865729536
[2] https://twitter.com/Jacob_Rees_Mogg/status/1636696174932512771
[2] https://twitter.com/Muttley36431572/status/1636685391146237954/photo/1
[1] https://twitter.com/_JackJazz/status/1636716199814868993/photo/1
[1] https://twitter.com/SueSuezep/status/1635343499523674113/photo/1
[1] https://news.sky.com/story/senior-tory-mp-steve-brine-under-investigation-over-lobbying-claims-12836089
[1] https://www.mirror.co.uk/news/politics/thousands-call-tory-peer-michelle-28624826
[1] https://twitter.com/SkyNews/status/1636709824372113408

Top URLs in Tweet in G4:
[2] https://bylinetimes.com/2023/03/16/mps-daughter-denies-actions-akin-to-blackmail-of-ppe-boss-for-vip-lane-commission/
[1] https://twitter.com/Britain_People/status/1626570453044133890/photo/1
[1] https://twitter.com/Britain_People/status/1631256224225263623/photo/1
[1] https://twitter.com/Britain_People/status/1636428627490271233/photo/1
[1] https://twitter.com/SocialistNHS/status/1636654794046599168
[1] https://twitter.com/SaulStaniforth/status/1636634909048438784/video/1
[1] https://twitter.com/socialistnhs/status/1636654794046599168
[1] https://twitter.com/andycorneys/status/1636270296586936320/photo/1

Top URLs in Tweet in G5:
[1] https://www.theguardian.com/uk-news/2022/dec/09/revealed-the-full-inside-story-of-the-michelle-mone-ppe-scandal?CMP=share_btn_tw
[1] https://committees.parliament.uk/committee/127/public-accounts-committee/news/171306/4-billion-of-unusable-ppe-bought-in-first-year-of-pandemic-will-be-burnt-to-generate-power/#:~:text=The%20Department%20for%20Health%20%26%20Social,needs%20to%20be%20disposed%20of

Top URLs in Tweet in G6:
[1] https://twitter.com/BestForBritain/status/1636720596439511042
[1] https://twitter.com/Haggis_UK/status/1636638426865729536
[1] https://calderdaleandkirklees999callforthenhs.wordpress.com/2021/11/06/constituents-ask-mp-with-links-to-profiteering-ppe-company-to-vote-against-corporate-takeover-bill/
[1] https://twitter.com/Iancoll94354676/status/1636116858104434688/photo/1
[1] https://www.time1075.net/173289-2-upminster-company-vip-ppe-contracts/
[1] https://twitter.com/SelinaFanclub/status/1636642376444682241/photo/1
[1] https://twitter.com/Dakota_150/status/1636760343778131968
[1] https://www.devonlive.com/news/devon-news/half-living-devon-nurse-takes-8262634
[1] https://twitter.com/doctor_oxford/status/1636714285127565314
[1] https://twitter.com/acgrayling/status/1636743632538546176

Top URLs in Tweet in G7:
[4] https://twitter.com/ginge003/status/1636779548401451018/photo/1
[2] https://twitter.com/jacob_rees_mogg/status/1636696174932512771
[2] https://www.theguardian.com/politics/2023/feb/12/firm-won-ppe-contract-greg-hands-approached-by-tory-activist-luxe-lifestyle
[2] https://www.telegraph.co.uk/news/2023/03/17/how-gary-lineker-tops-135m-bbc-salary-licence-fee-money/
[2] https://twitter.com/ChirpyChet/status/1629449528737771523/photo/1
[2] https://twitter.com/mikeep6/status/1636791405551943689/photo/1
[1] https://twitter.com/GBNEWS/status/1636615850877763585
[1] https://twitter.com/lesmartin7/status/1636690632822407169/photo/1
[1] https://www.theguardian.com/uk-news/2023/jan/06/michelle-mone-ppe-medpro-referred-to-health-watchdog-dhsc
[1] https://find-and-update.company-information.service.gov.uk/company/11703750

Top URLs in Tweet in G8:
[1] https://thehill.com/homenews/administration/3905496-trump-family-failed-to-disclose-more-than-100-foreign-gifts-congressional-report-says/amp/

Top URLs in Tweet in G9:
[3] https://twitter.com/genafbarb/status/1636805486036099072/photo/1
[3] https://twitter.com/StoriesoftheMGH/status/1636844368572055561/photo/1
[2] https://twitter.com/BhiveBuilders/status/1636849895629025280/photo/1
[2] https://twitter.com/Tsafety3/status/1636751939072303106/photo/1
[2] https://twitter.com/KerberosCos/status/1636763031433629697/photo/1
[2] https://twitter.com/Rescue1122M/status/1636770562725822467/photo/1
[1] https://twitter.com/cole_marzen/status/1636815297150631938/photo/1
[1] https://www.itti.edu.sa/ar/in_prog.php?id=35&refer=twt
[1] https://twitter.com/training_itti/status/1636750275175170048/photo/1
[1] https://www.carscoops.com/2023/03/porsche-talks-ppe-platform-and-macan-ev-says-it-will-offer-best-in-class-driving-experience/

Top URLs in Tweet in G10:
[10] https://winnipeg.citynews.ca/2023/03/16/canadian-ppe-manufacturers-ottawa-contract/
[7] https://nationalpost.com/pmn/news-pmn/canada-news-pmn/the-rise-and-fall-of-canadas-domestic-ppe-market
[4] https://twitter.com/JustinTrudeau/status/1636766233528811520/photo/1
[3] https://twitter.com/PPEtoheros/status/1636764245923622913/photo/1
[3] https://twitter.com/PPEtoheros/status/1636753443686580225/photo/1
[2] https://www.kristynwongtam.ca/mooreletter
[2] https://twitter.com/BarryHunt008/status/1636405392405037056
[1] https://www.youtube.com/watch?v=egpqbtkF_Ts&t=3s

[1] https://mobile.twitter.com/RevivalCare/status/1636802625545830440
[1] https://twitter.com/PPEtoheros/status/1559545394497032192/video/1

Top Domains
Top Domains in Tweet in Entire Graph:
[647] twitter.com
[176] itv.com
[42] conservativeshome.com
[41] co.uk
[28] theguardian.com
[14] ppe.pl
[13] citynews.ca
[11] globalnews.ca
[11] sky.com
[8] firerescue1.com

Top Domains in Tweet in G1:
[1] twitter.com
[1] apple.news

Top Domains in Tweet in G2:
[202] twitter.com
[176] itv.com
[42] conservativeshome.com
[14] co.uk
[12] theguardian.com
[2] sky.com
[1] conservatives.com
[1] dailym.ai
[1] ft.com
[1] gov.uk

Top Domains in Tweet in G3:
[10] twitter.com
[9] co.uk
[2] thenational.scot
[1] sky.com
[1] dailym.ai

Top Domains in Tweet in G4:
[7] twitter.com
[2] bylinetimes.com

Top Domains in Tweet in G5:
[1] theguardian.com
[1] parliament.uk

Top Domains in Tweet in G6:
[9] twitter.com
[1] wordpress.com
[1] time1075.net
[1] devonlive.com

Top Domains in Tweet in G7:
[22] twitter.com
[6] theguardian.com
[4] co.uk
[1] gov.uk
[1] system.by

Top Domains in Tweet in G8:
[1] thehill.com

Top Domains in Tweet in G9:
[46] twitter.com
[4] ebay.com
[3] citynews.ca
[2] carscoops.com
[2] co.uk
[2] firerescue1.com
[1] edu.sa
[1] dw.com
[1] firelawblog.com
[1] nasg.com

Top Domains in Tweet in G10:
[23] twitter.com
[10] citynews.ca
[7] nationalpost.com
[2] kristynwongtam.ca
[2] gc.ca
[1] youtube.com
[1] albertahealthservices.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[288] sunakout
[285] bbcbias
[283] johnsontheliar
[281] partygate
[267] ppe
[251] jenniferarcuri
[240] raab
[239] covid
[236] richardsharpe
[233] bullying



Top Hashtags in Tweet in G2:
[277] sunakout
[272] bbcbias
[272] johnsontheliar
[270] partygate
[241] jenniferarcuri
[239] raab
[236] richardsharpe
[233] covid
[232] bullying
[228] ppe

Top Hashtags in Tweet in G3:
[8] sunakout
[8] johnsontheliar
[8] partygate
[8] jenniferarcuri
[8] bbcbias
[8] bbcqt
[2] torycriminals
[1] longcovid
[1] toriesout253
[1] generalelectionnow

Top Hashtags in Tweet in G4:
[2] vip
[1] solidaritywithstrikes
[1] ppescandal
[1] johnsonliedpeopledied
[1] torycriminalsunfittogovern
[1] bullypatel
[1] fairpayfornursing
[1] ppe
[1] torysleaze
[1] gttonow

Top Hashtags in Tweet in G5:
[1] toryfascistcabal
[1] gtto
[1] brexitis

Top Hashtags in Tweet in G6:
[4] torycorruption
[2] torycriminals
[2] followbackfriday
[2] sunakout
[2] johnsontheliar
[2] partygate
[2] jenniferarcuri
[1] torybritain
[1] torycostofgreedcrisis
[1] timeforlabour

Top Hashtags in Tweet in G7:
[2] toriesout253
[2] nhs
[2] istandwithgarylineker
[2] bbcbias
[2] bbcqt
[2] brexit
[2] torycriminals
[1] ppe
[1] torycriminalsunfittogovern
[1] toriesout249

Top Hashtags in Tweet in G9:
[13] ppe
[3] audi
[2] training
[2] safety
[2] safetyfirst
[2] ラッキーナイト
[2] luckyfm
[1] nebosh
[1] fire
[1] السلامة

Top Hashtags in Tweet in G10:
[1] novavax
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[3483] ppe
[1611] mone
[1584] michelle
[1223] legal
[1156] contract
[1115] over
[1075] health
[1060] against
[1051] firm
[1049] action

Top Words in Tweet in G1:
[748] ppe
[740] contract
[737] over
[737] sangitamyska
[736] action
[735] against
[734] centre
[734] legal
[734] row
[734] health

Top Words in Tweet in G2:
[455] report
[321] ppe
[319] tax
[280] needed
[278] investigations
[277] #sunakout
[274] return
[272] #bbcbias
[272] fraud
[272] #johnsontheliar

Top Words in Tweet in G3:
[529] mone
[528] michelle
[330] ppe
[253] tory
[232] legal
[171] oh
[162] suesuezep
[154] mps
[154] fees
[149] kwarteng

Top Words in Tweet in G4:
[796] bbc
[449] ppe
[415] mone
[415] michelle
[404] britain_people
[399] state
[398] jennifer
[398] media
[398] boris
[398] affiliated

Top Words in Tweet in G5:
[712] 000
[396] mone
[395] michelle
[362] peer
[356] life
[356] sued
[356] whereabouts
[356] conservative
[356] 130
[356] news

Top Words in Tweet in G6:
[531] billions
[424] ppe
[287] government
[272] corrupt
[267] johnwest_jaws
[264] paid
[263] useless
[260] companies
[260] spent
[260] supplied

Top Words in Tweet in G7:
[174] ppe
[152] jacob_rees_mogg
[118] money
[54] billions
[53] tory
[49] contracts
[46] dodgy
[40] tax
[31] contract
[29] mates

Top Words in Tweet in G8:
[244] thought
[122] jared
[122] return
[122] trump
[122] treasury
[122] gifts
[122] ppe
[122] foreign
[122] belonged
[122] grifting

Top Words in Tweet in G9:
[64] ppe
[13] #ppe
[9] safety
[7] pandemic
[7] work
[6] more
[6] come
[6] tron
[6] make
[6] being

Top Words in Tweet in G10:
[47] ppe
[34] kristynwongtam
[32] jm_mcgrath
[27] ppetoheros
[18] domestic
[17] barryhunt008
[17] canadian
[16] joeyfox85
[15] still
[14] along

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1574] michelle,mone
[1043] ppe,firm
[1043] department,health
[1043] action,over
[1041] contract,against
[1041] firm,centre
[1041] launched,legal
[1041] against,ppe
[1041] health,launched
[1041] 122m,gowns

Top Word Pairs in Tweet in G1:
[736] action,over
[734] firm,centre
[734] 122m,gowns
[734] centre,row
[734] legal,action
[734] gowns,contract
[734] health,launched
[734] against,ppe
[734] over,122m
[734] ppe,firm

Top Word Pairs in Tweet in G2:
[277] investigations,needed
[272] #sunakout,tax
[272] tax,return
[271] return,#johnsontheliar
[271] needed,#sunakout
[264] #johnsontheliar,#partygate
[241] #partygate,#jenniferarcuri
[239] #jenniferarcuri,#bbcbias
[236] #bbcbias,#richardsharpe
[231] #raab,#bullying

Top Word Pairs in Tweet in G3:
[527] michelle,mone
[154] legal,fees
[146] really,kwarteng
[146] kwarteng,truss
[146] demands,completely
[146] johnsons,legal
[146] unaffordable,oh
[146] truss,johnsons
[146] fees,michelle
[146] oh,really

Top Word Pairs in Tweet in G4:
[415] michelle,mone
[398] jennifer,arcuri
[398] state,affiliated
[398] report,boris
[398] affair,jennifer
[398] mone,ppe
[398] affiliated,media
[398] johnson's,affair
[398] boris,johnson's
[398] bbc,report

Top Word Pairs in Tweet in G5:
[395] michelle,mone
[362] peer,michelle
[356] 130,000
[356] news,whereabouts
[356] 000,000
[356] conservative,life
[356] life,peer
[356] being,sued
[356] mone,being
[356] whereabouts,conservative

Top Word Pairs in Tweet in G6:
[262] useless,ppe
[260] billions,useless
[260] corrupt,companies
[260] supplied,corrupt
[260] spent,billions
[260] government,spent
[260] ppe,supplied
[260] johnwest_jaws,government
[259] paid,billions
[259] companies,chose

Top Word Pairs in Tweet in G7:
[41] dodgy,ppe
[39] ppe,contracts
[21] money,tree
[20] magic,money
[18] michelle,mone
[16] tory,mp
[16] helped,facilitate
[16] track,trace
[16] useless,ppe
[15] company,whose

Top Word Pairs in Tweet in G8:
[122] thought,ppe
[122] jared,thought
[122] ppe,belonged
[122] thought,treasury
[122] return,foreign
[122] gifts,grifting
[122] belonged,trump
[122] treasury,return
[122] foreign,gifts
[122] trump,thought

Top Word Pairs in Tweet in G9:
[5] ppe,platform
[4] make,sure
[3] domestic,industry
[3] pandemics,come
[3] industry,make
[3] pandemic,pandemics
[3] sure,sustainable
[3] future,pandemic
[3] transmission,cooler
[3] performance,transmission

Top Word Pairs in Tweet in G10:
[17] ppetoheros,jm_mcgrath
[14] jm_mcgrath,jm_mcgrath
[14] cmoh,still
[14] cover,cmoh
[14] still,won
[14] jm_mcgrath,along
[14] kristynwongtam,cover
[14] along,today
[14] announcement,kristynwongtam
[14] today,announcement

Top Replied-To
Top Replied-To in Entire Graph:
@jacob_rees_mogg
@gbnews
@kedge23
@qprever
@rishisunak
@docrussjackson
@greghands
@conservatives
@scottories
@ppe_loved

Top Replied-To in G1:
@sangitamyska
@gbnews

Top Replied-To in G2:
@gbnews
@qprever
@rishisunak
@docrussjackson
@greghands
@conservatives
@chirpychet
@dave43law
@jeremy_hunt
@toryhome

Top Replied-To in G3:
@scotnational
@brianhtweed
@suesuezep
@jojowildblonde
@casnewyddkev

Top Replied-To in G4:
@britain_people

Top Replied-To in G5:
@mikealphaone

Top Replied-To in G6:
@johnwest_jaws
@iancoll94354676
@tonbridgetutor
@colwillstephen

Top Replied-To in G7:
@jacob_rees_mogg
@gbnews
@nilegardiner
@johnredwood
@markmarkmash
@greghands
@teresaj92802548
@teedixie
@sindalott
@ukip

Top Replied-To in G9:
@fai_ppe

Top Replied-To in G10:
@revivalcare
@dfisman
@ppetoheros
@notkent
@freakinbox
@joeyfox85
@jm_mcgrath
@poet__myst
@acoyne
@thefallingstar

Top Mentioned
Top Mentioned in Entire Graph:
@sangitamyska
@britain_people
@paulgeraghty11
@johnwest_jaws
@suesuezep
@_jackjazz
@piyushmittal
@spacecadetstu
@rishisunak
@nurseborisbash

Top Mentioned in G1:
@sangitamyska
@johnrashton47
@nalra1234
@sueleaky
@centralbylines
@nurseborisbash
@allanskerratt

Top Mentioned in G2:
@rishisunak
@nurseborisbash
@conservatives
@gbnews
@chrispduck
@greghands
@sangitamyska
@bbc
@jeremy_hunt
@centralbylines

Top Mentioned in G3:
@suesuezep
@_jackjazz
@spacecadetstu
@sangitamyska
@rallentando17
@jojowildblonde
@magmogz135
@paulgeraghty11
@ethicaldavid
@centralbylines

Top Mentioned in G4:
@britain_people
@sangitamyska
@_jackjazz
@suesuezep
@andycorneys
@dereksherratt
@bylinetimes
@mandysatwit
@michellemone
@spacecadetstu

Top Mentioned in G5:
@paulgeraghty11
@sangitamyska
@britain_people
@_jackjazz
@spacecadetstu
@suesuezep
@centralbylines
@tcsouthbank
@johnwest_jaws
@publicpriestley

Top Mentioned in G6:
@johnwest_jaws
@sangitamyska
@paulgeraghty11
@cubagwynfor
@iancoll94354676
@britain_people
@selinafanclub
@colwillstephen
@_jackjazz
@martinremains

Top Mentioned in G7:
@jacob_rees_mogg
@greghands
@rogerkb2012
@sangitamyska
@mark_doodle
@idontmind64
@paulgeraghty11
@britain_people
@jdpoc
@johnwest_jaws

Top Mentioned in G8:
@piyushmittal

Top Mentioned in G9:
@topicalcomedian
@scotiae8

Top Mentioned in G10:
@kristynwongtam
@ppetoheros
@jm_mcgrath
@barryhunt008
@cappem2
@dfisman
@joeyfox85
@amandalhu
@ontariondp
@fourwinns298

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@monicasloves
@sandradunn1955
@kenkircher1
@porridgeisgood
@allchanges
@curiocat13
@christinejameis
@flyin18t
@guardian

Top Tweeters in G1:
@christinejameis
@vg123e
@glynmoody
@aunty_shirley
@argyllseaglass
@heather63262308
@peterandann
@hacketttom
@evelynspring8
@willshome

Top Tweeters in G2:
@porridgeisgood
@allchanges
@curiocat13
@guardian
@hausofrushdi
@bbcnews
@logansteven
@ladyjules_cath
@nigelheal
@birdonthewire3

Top Tweeters in G3:
@ferguson2811
@lawlor224
@pingachoo
@oatcake1967
@caz5697
@j_sutherland2
@irisstylosa
@paultyredagh81
@juliecuninghame
@shambles151

Top Tweeters in G4:
@sydesjokes
@david96212152
@forumeditor
@beansi50
@claracampostor1
@marieisabelles5
@pwsimerimiaw
@inlimbov
@rositastef
@bigfive16

Top Tweeters in G5:
@catherinemginn
@knittedkittie
@knitagran
@60sleigh
@evelyns51868235
@curnowbronwyn
@garrylloydthom2
@greycells
@lurigdramacdall
@alechitchman1

Top Tweeters in G6:
@sandradunn1955
@cleggy261
@uncleprober
@magapanthus
@iloveautumn2
@jackalsbynight
@kingsmeadmrt
@eutopean
@kingking3107
@jkldnmad

Top Tweeters in G7:
@idontmind64
@cernusson
@andyc2311
@chirpychet
@suebarnish
@bernierandall8
@louisstrisino
@simunch1
@michaelnixon70
@sindalott

Top Tweeters in G8:
@monicasloves
@kenkircher1
@buffaloon
@reggiebub
@lauriespoon
@fireworkbonnie
@magsmom7
@dbluewave20
@rickimayhall
@upschittscreek1

Top Tweeters in G9:
@flyin18t
@sminobrown
@fai_ppe
@ottawacitizen
@lance63
@dw_russian
@suejonessays
@stevebrooks13
@onsa2235
@carscoop

Top Tweeters in G10:
@natricer
@jchilton666
@ctvnews
@davidakin
@acoyne
@ickiestvicki
@llynneirwin
@theagenda
@hilarywollis
@karamcnair