PPE, Twitter, 3/4/2023 11:38:44 AM, 290187


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PPE_2023-03-04_01-16-49.xlsx
PPE_2023-03-04_01-16-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2023
Short Description:
PPE via NodeXL PERMANENTLY_REMOVED
@britain_people
@jamesre85422742
@carolvorders
@13sarahmurphy
@bendalljane
@centralbylines
@kevin_maguire
@bobgeor27574923
@lgalloway77
@goodlawproject

Top hashtags:
#ppe
#partygate
#torylies
#torycorruption
#toriesdevoidofshame

Description:
Description
The graph represents a network of 5,232 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 09:21 UTC.

The tweets in the network were tweeted over the 1387-day, 17-hour, 56-minute period from Thursday, 16 May 2019 at 07:04 UTC to Saturday, 04 March 2023 at 01:00 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 : 5232
Unique Edges : 2362
Edges With Duplicates : 10896
Total Edges : 13258
Number of Edge Types : 9
Retweet : 3724
MentionsInRetweet : 4508
MentionsInReplyTo : 2055
Mentions : 277
Replies to : 1159
Tweet : 619
Quote : 319
MentionsInQuote : 574
MentionsInQuoteReply : 23
Self-Loops : 815
Reciprocated Vertex Pair Ratio : 0.0170120630992886
Reciprocated Edge Ratio : 0.0334549878345499
Connected Components : 489
Single-Vertex Connected Components : 123
Maximum Vertices in a Connected Component : 3510
Maximum Edges in a Connected Component : 9276
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.910109
Graph Density : 0.00024027542227967
Modularity : 0.453424
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,232 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 09:21 UTC.

The tweets in the network were tweeted over the 1387-day, 17-hour, 56-minute period from Thursday, 16 May 2019 at 07:04 UTC to Saturday, 04 March 2023 at 01:00 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:
[124] https://www.mirror.co.uk/news/politics/tory-peer-michelle-mone-jets-29349333?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[20] https://twitter.com/FesaUmat/status/1631638963692683264/photo/1
[16] https://twitter.com/Davidkankam1/status/1631654298928152579/photo/1
[15] https://twitter.com/PeterStefanovi2/status/1631040457911283716/video/1
[11] https://news.sky.com/story/matt-hancock-called-colleague-a-w-and-mocked-rishi-sunaks-eat-out-to-help-out-policy-12824944
[10] https://twitter.com/tsunko_p/status/1629786559531880448/photo/1
[9] https://twitter.com/jvnpcpa/status/1630654369774313488/photo/1
[9] https://www.bbc.co.uk/news/uk-politics-64836425
[8] https://twitter.com/nospacesanm/status/1617223100202119169/photo/1
[7] https://www.youtube.com/watch?v=S3vY2LyQn1A&feature=youtu.be


Top URLs in Tweet in G1:
[4] https://www.mirror.co.uk/news/politics/tory-peer-michelle-mone-jets-29349333?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/Britain_People/status/1630528613622710274/photo/1
[1] https://twitter.com/Britain_People/status/1631626977223520257/photo/1
[1] https://www.mirror.co.uk/news/politics/ministers-considered-killing-cats-start-29350610
[1] https://twitter.com/Britain_People/status/1631707507910651905/photo/1
[1] https://twitter.com/Britain_People/status/1630534518871412738/photo/1
[1] https://twitter.com/Britain_People/status/1631256224225263623/photo/1
[1] https://twitter.com/Britain_People/status/1631592739585359872/photo/1
[1] https://twitter.com/Britain_People/status/1631262942728519680/photo/1
[1] https://twitter.com/Britain_People/status/1631418237060624384/photo/1

Top URLs in Tweet in G2:
[15] https://twitter.com/PeterStefanovi2/status/1631040457911283716/video/1
[10] https://www.mirror.co.uk/news/politics/tory-peer-michelle-mone-jets-29349333?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[9] https://www.bbc.co.uk/news/uk-politics-64836425
[5] https://www.theguardian.com/uk-news/2022/dec/09/revealed-the-full-inside-story-of-the-michelle-mone-ppe-scandal
[4] https://twitter.com/AnthonyNumamoid/status/1631687616524431360/photo/1
[4] https://www.itv.com/news/2023-03-03/labour-talks-with-sue-gray-began-well-after-partygate-report-concluded
[4] https://twitter.com/PaulBrandITV/status/1631653515423789057/photo/1
[3] https://twitter.com/GiftCee/status/1631752097946370055/photo/1
[3] https://twitter.com/MichaelTakeMP/status/1631573977079373825/photo/1
[3] https://twitter.com/itvnewspolitics/status/1631693752162033666

Top URLs in Tweet in G3:
[3] https://www.mirror.co.uk/news/politics/tory-peer-michelle-mone-jets-29349333?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.sundaypost.com/fp/michelle-mone-spending/?utm_source=twitter
[1] https://twitter.com/GoodLawProject/status/1625142176240787456
[1] https://twitter.com/GoodLawProject/status/1630935841844371456
[1] https://twitter.com/lbc/status/1631623531451613186
[1] https://twitter.com/sturdyalex/status/1631640387688312837
[1] https://twitter.com/thenewsagents/status/1631697189964742659
[1] https://trib.al/ZaioryO
[1] https://twitter.com/BBCr4today/status/1630878378852069382/video/1
[1] https://www.dailyrecord.co.uk/news/scottish-news/michelle-mone-husband-jet-villa-29350048?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar

Top URLs in Tweet in G5:
[3] https://www.mirror.co.uk/news/politics/tory-peer-michelle-mone-jets-29349333?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.mirror.co.uk/news/politics/tory-peer-michelle-mone-jets-29349333
[2] https://www.mirror.co.uk/news/politics/tory-peer-michelle-mone-jets-29349333?int_source=nba
[1] https://twitter.com/LisaEDW59580828/status/1631611376413147136/photo/1
[1] https://twitter.com/PhantomPower14/status/1363541296858750977/video/1
[1] https://willblack-53220.medium.com/this-stench-of-tory-corruption-must-never-be-forgotten-4b7ad76e554b
[1] https://twitter.com/SWPCardiff/status/1631704518160154638

Top URLs in Tweet in G6:
[3] https://www.mirror.co.uk/news/politics/tory-peer-michelle-mone-jets-29349333?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/jimgibs0n/status/1631612345465069568/photo/1

Top URLs in Tweet in G7:
[4] https://twitter.com/JolyonMaugham/status/1631635995056635904/photo/1
[2] https://goodlawproject.org/ppe-losses-rise-to-14-9-billion/?utm_source=Twitter&utm_campaign=DHSC_Annual_Report260123&utm_medium=social%20media
[2] https://twitter.com/GoodLawProject/status/1618668625669328901/photo/1
[2] https://twitter.com/Charles83230639/status/1624852422945284104/photo/1
[2] https://twitter.com/csav55/status/1631320462805327873/photo/1
[1] https://www.theguardian.com/politics/2023/feb/12/firm-won-ppe-contract-greg-hands-approached-by-tory-activist-luxe-lifestyle?CMP=Share_AndroidApp_Other
[1] https://twitter.com/casawarybird/status/1628325100268228608
[1] https://goodlawproject.org/revealed-greg-hands-referred-close-political-contact-for-25m-vip-contract/?utm_source=Twitter&utm_campaign=GregHandsLuxe120223&utm_medium=social%20media
[1] https://twitter.com/GoodLawProject/status/1625142176240787456/video/1
[1] https://goodlawproject.org/mps-daughter-threatened-to-sue-for-vip-lane-commission/?utm_source=Twitter&utm_campaign=AITKENVIPTW270223&utm_medium=social%20media

Top URLs in Tweet in G8:
[4] https://twitter.com/SMCHD_gov/status/1631738743575986176/photo/1
[4] https://twitter.com/rbabanksoleprop/status/1631716807525498883/photo/1
[4] https://twitter.com/JrmeLAURENT14/status/1631703192764313600/photo/1
[3] https://twitter.com/MaxMart45702532/status/1631599294804262913/photo/1
[3] https://twitter.com/thomasforth/status/1631729739122581540/photo/1
[2] https://twitter.com/roastbeefjohnny/status/1631723816488509467/photo/1
[2] https://twitter.com/gmesupply/status/1631716215725907969/photo/1
[2] https://industriaspesqueras.com/noticia.php?id=74442
[2] https://www.youtube.com/watch?v=S3vY2LyQn1A&feature=youtu.be

[2] https://roofingtoday.co.uk/take-care-on-ppe-warning-after-face-mask-sentence/

Top URLs in Tweet in G9:
[2] https://www.mirror.co.uk/news/politics/tory-peer-michelle-mone-jets-29349333?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/PeteGasLondon1/status/1631738920277770246/photo/1
[1] https://twitter.com/SaulStaniforth/status/1248880074260086784/video/1
[1] https://twitter.com/Kevin_Maguire/status/1631209448952717314

Top URLs in Tweet in G10:
[87] https://www.mirror.co.uk/news/politics/tory-peer-michelle-mone-jets-29349333?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/levirivets/status/1631220137159163904
[1] https://twitter.com/chirpychet/status/1631269672124391425
[1] https://www.dailyrecord.co.uk/news/scottish-news/michelle-mone-husband-jet-villa-29350048?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://insidecroydon.com/2022/05/25/welcome-to-the-one-party-state-of-our-great-leader-perry/
[1] https://twitter.com/hatim37371088/status/1629479151009660929

Top Domains
Top Domains in Tweet in Entire Graph:
[1060] twitter.com
[226] co.uk
[42] theguardian.com
[23] sky.com
[18] youtube.com
[15] ppe.pl
[7] co.jp
[6] trib.al
[6] goodlawproject.org
[6] itv.com

Top Domains in Tweet in G1:
[12] twitter.com
[5] co.uk
[2] theguardian.com

Top Domains in Tweet in G2:
[414] twitter.com
[66] co.uk
[24] theguardian.com
[5] itv.com
[5] sky.com
[2] thelondoneconomic.com
[2] trib.al
[2] apple.news
[2] bylinetimes.com
[1] gbnews.com

Top Domains in Tweet in G3:
[8] twitter.com
[5] co.uk
[1] sundaypost.com
[1] trib.al
[1] theguardian.com

Top Domains in Tweet in G5:
[7] co.uk
[3] twitter.com
[1] medium.com

Top Domains in Tweet in G6:
[3] co.uk
[1] twitter.com

Top Domains in Tweet in G7:
[17] twitter.com
[5] goodlawproject.org
[2] theguardian.com
[2] co.uk

Top Domains in Tweet in G8:
[70] twitter.com
[11] co.uk
[4] youtube.com
[3] industriaspesqueras.com
[3] amazon.com
[2] honeywell.com
[2] linkedin.com
[2] dmm.com
[2] theguardian.com
[2] co.za

Top Domains in Tweet in G9:
[3] twitter.com
[2] co.uk

Top Domains in Tweet in G10:
[88] co.uk
[3] twitter.com
[1] insidecroydon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[312] ppe
[291] partygate
[276] torylies
[276] torycorruption
[265] toriesdevoidofshame
[263] ppescandal
[258] nhs
[255] michellemone
[254] toriescostlives
[253] torysleaze



Top Hashtags in Tweet in G1:
[4] ppescandal
[1] ppe
[1] notmovingon
[1] torycriminalsunfittogovern
[1] monetojail
[1] toriesout239
[1] torysewageparty

Top Hashtags in Tweet in G2:
[273] torylies
[272] torycorruption
[270] partygate
[262] ppe
[259] toriesdevoidofshame
[255] ppescandal
[253] michellemone
[253] torysleaze
[253] toriescostlives
[253] nhs

Top Hashtags in Tweet in G3:
[5] ppe
[1] notmovingon
[1] brexitdisaster
[1] toriesdevoidofshame
[1] toriesout239
[1] toriesunfittogovern

Top Hashtags in Tweet in G4:
[1] longcovid

Top Hashtags in Tweet in G5:
[1] nhs

Top Hashtags in Tweet in G6:
[2] toriesout239
[1] neverforget
[1] jeremyhunt
[1] enoughisenough
[1] saveournhs
[1] generativeai
[1] sunakout129
[1] toriesout238

Top Hashtags in Tweet in G7:
[2] neoliberal
[2] corruption
[2] knowsley
[1] crossquestion
[1] torycriminalsunfittogovern
[1] ppe
[1] excluded
[1] toriesout
[1] sunakout
[1] generalelectionnow

Top Hashtags in Tweet in G8:
[20] ppe
[4] safety
[3] workwear
[2] kemenkumhamjabar
[2] randikadwiprasetya
[2] 伊織もえ
[2] construction
[2] partygate
[2] safetyfirst
[2] facemasks

Top Hashtags in Tweet in G9:
[1] bbcaq
[1] toryliars

Top Hashtags in Tweet in G10:
[1] toriesdevoidofshame
[1] michellemone

Top Words
Top Words in Tweet in Entire Graph:
[3159] villa
[2420] ppe
[1901] 7m
[1819] mone
[1714] michelle
[1633] jet
[1631] private
[1626] 6m
[1537] algarve
[1407] britain_people

Top Words in Tweet in G1:
[2377] villa
[1251] mone
[1248] britain_people
[1246] michelle
[1242] 7m
[1240] 6m
[1240] jet
[1240] private
[1137] algarve
[1135] landed

Top Words in Tweet in G2:
[294] conservatives
[273] #torylies
[272] #torycorruption
[270] #partygate
[262] #ppe
[259] #toriesdevoidofshame
[255] #ppescandal
[253] #michellemone
[253] #toriescostlives
[253] #torysleaze

Top Words in Tweet in G3:
[300] carolvorders
[197] villa
[188] ppe
[168] 7m
[165] michelle
[164] mone
[158] algarve
[153] dhsc
[150] court
[150] good

Top Words in Tweet in G4:
[204] ppe
[202] 13sarahmurphy
[201] corruption
[201] dodgy
[201] greed
[201] tory
[201] appointments
[201] cronyism
[201] revolting
[201] lane

Top Words in Tweet in G5:
[247] ppe
[170] villa
[158] 7m
[154] private
[154] 6m
[154] jet
[146] bought
[142] months
[139] conservative
[138] 200m

Top Words in Tweet in G6:
[136] ppe
[95] staff
[94] lgalloway77
[94] good
[93] elderly
[92] multiple
[91] asymptomatic
[91] limited
[91] infections
[91] everyone

Top Words in Tweet in G7:
[159] ppe
[68] goodlawproject
[61] mone
[55] good
[54] court
[53] scandal
[52] week
[51] more
[46] huge
[45] project

Top Words in Tweet in G8:
[96] ppe
[20] #ppe
[15] safety
[11] more
[11] work
[9] tory
[8] one
[7] home
[7] staff
[7] made

Top Words in Tweet in G9:
[97] villa
[89] 7m
[88] private
[88] 6m
[88] jet
[81] bought
[81] kevin_maguire
[81] homes
[80] raided
[80] arrived

Top Words in Tweet in G10:
[109] villa
[105] ppe
[103] mone
[100] michelle
[98] 7m
[97] algarve
[89] bought
[88] raid
[88] police
[88] jets

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1711] michelle,mone
[1626] 6m,private
[1626] 7m,villa
[1626] private,jet
[1387] britain_people,michelle
[1269] jet,villa
[1265] algarve,6m
[1265] partner,landed
[1265] mone,partner
[1265] landed,7m

Top Word Pairs in Tweet in G1:
[1246] michelle,mone
[1240] private,jet
[1240] 7m,villa
[1240] 6m,private
[1238] britain_people,michelle
[1135] algarve,6m
[1135] jet,villa
[1135] landed,7m
[1135] villa,algarve
[1135] mone,partner

Top Word Pairs in Tweet in G2:
[252] #nhs,#ppescandal
[252] #toriescostlives,#nhs
[251] #ppescandal,#partygate
[251] #torysleaze,#torycorruption
[251] #partygate,#torylies
[249] conservatives,#toriescostlives
[248] #torycriminals,conservatives
[248] #torycorruption,#torycriminals
[245] #michellemone,#ppe
[244] #torylies,#michellemone

Top Word Pairs in Tweet in G3:
[164] michelle,mone
[148] consequences,dhsc
[148] dhsc,ordered
[148] enormous,consequences
[148] ordered,court
[148] freedom,information
[148] reply,freedom
[148] information,request
[148] court,reply
[147] request,good

Top Word Pairs in Tweet in G4:
[201] lane,greed
[201] ppe,lane
[201] greed,dodgy
[201] barely,week
[201] scandal,corruption
[201] without,revolting
[201] vip,ppe
[201] week,without
[201] lies,cronyism
[201] dodgy,appointments

Top Word Pairs in Tweet in G5:
[154] private,jet
[154] 7m,villa
[154] 6m,private
[146] villa,bought
[141] bought,months
[138] ppe,deal
[138] jet,holidays
[138] months,200m
[138] 200m,ppe
[138] deal,conservative

Top Word Pairs in Tweet in G6:
[92] ppe,multiple
[91] everyone,staff
[91] fatal,infections
[91] morning,everyone
[91] infections,asymptomatic
[91] good,morning
[91] multiple,fatal
[91] staff,limited
[91] limited,ppe
[91] asymptomatic,transmission

Top Word Pairs in Tweet in G7:
[46] ppe,scandal
[45] scandal,huge
[45] good,law
[45] huge,week
[45] supreme,court
[45] law,project
[45] band,more
[45] samba,band
[45] week,good
[45] court,victory

Top Word Pairs in Tweet in G8:
[4] 03,mar
[4] ppe,contracts
[3] cofradías,opp
[3] ppe,aplaude
[3] aplaude,disposición
[3] mare,equiparar
[3] year,plan
[3] civil,service
[3] disposición,dg
[3] vip,ppe

Top Word Pairs in Tweet in G9:
[88] private,jet
[88] 7m,villa
[88] 6m,private
[81] villa,bought
[80] homes,raided
[80] jet,holidayed
[80] bought,three
[80] arrived,6m
[80] holidayed,7m
[80] months,homes

Top Word Pairs in Tweet in G10:
[100] michelle,mone
[89] villa,bought
[87] ppe,police
[87] jets,lavish
[87] police,raid
[87] mone,jets
[87] 7m,algarve
[87] bought,ppe
[87] algarve,villa
[87] lavish,7m

Top Replied-To
Top Replied-To in Entire Graph:
@ppe_loved
@7n_ppe
@nadinedorries
@1uv_97
@rtve
@jacob_rees_mogg
@b0r7_e
@leeandersonmp_
@senrickscott
@scottbentonmp

Top Replied-To in G1:
@britain_people
@decryptomaster
@helenowens12
@helenspicer15

Top Replied-To in G2:
@nadinedorries
@scottbentonmp
@dpjhodges
@itvnewspolitics
@mike_fabricant
@talktv
@mrjamesob
@sensevet
@kitmalthouse
@bbcworldatone

Top Replied-To in G3:
@carolvorders
@kevin_j_foster
@jujuliagrace
@britain_people
@thenewsagents
@mrjamesob
@telegraph

Top Replied-To in G4:
@13sarahmurphy
@westcountry56

Top Replied-To in G5:
@p60564799
@marcdavenant
@swpcardiff

Top Replied-To in G6:
@lgalloway77
@tesswhite4ne
@lindambroadley
@nadinedorries

Top Replied-To in G7:
@lbc
@goodlawproject
@elaine_adams1
@forzabahab
@endsinone
@marcuschown
@speshulkay55
@paulanthonyw
@lettyallen
@eddiehughes4wn

Top Replied-To in G9:
@steffd62
@petegaslondon1
@kevin_maguire

Top Mentioned
Top Mentioned in Entire Graph:
@britain_people
@carolvorders
@conservatives
@13sarahmurphy
@centralbylines
@dailymirror
@nca_uk
@lgalloway77
@bobgeor27574923

Top Mentioned in G1:
@britain_people
@nca_uk
@13sarahmurphy
@centralbylines
@clairebubblepop
@carolvorders
@psychicpanda7
@bbmorg
@goodlawproject

Top Mentioned in G2:
@conservatives
@borisjohnson
@matthancock
@britain_people
@nadinedorries
@bbcnews
@rishisunak
@scottbentonmp
@isabeloakeshott
@lia_nici

Top Mentioned in G3:
@carolvorders
@dailymirror
@devisridhar
@britain_people
@bbcr4today
@kevin_maguire
@13sarahmurphy
@nca_uk
@thenewsagents

Top Mentioned in G4:
@13sarahmurphy
@nurseborisbash
@carolvorders
@britain_people
@3catmum
@bladeofthes

Top Mentioned in G5:
@centralbylines
@bbmorg
@lisaedw59580828
@britain_people
@msm_monitor
@carolvorders
@willblackwriter
@13sarahmurphy
@rishisunak

Top Mentioned in G6:
@lgalloway77
@clairebubblepop
@13sarahmurphy
@grahamwarwick9
@britain_people
@mmaher70
@jimgibs0n
@tesswhite4ne
@nca_uk
@bbmorg

Top Mentioned in G7:
@goodlawproject
@jameswoodfield
@jolyonmaugham
@britain_people
@lbc
@reemamiribrahim
@benkentish
@carolvorders
@shelaghfogarty

Top Mentioned in G8:
@rand0mb1tsuk
@dest2morrow
@jkldnmad

Top Mentioned in G9:
@kevin_maguire
@britain_people
@uklabour
@stephenmosby
@sandra26451694
@jgordon5
@thebuster_vdg
@standardnews
@jeremycorbyn
@carolvorders

Top Mentioned in G10:
@bobgeor27574923
@britain_people
@13sarahmurphy
@nhub40
@lgalloway77
@jameswoodfield
@carolvorders
@goodlawproject
@nurseborisbash

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@suntory
@dennys_pr
@711sej
@tomthunkitsmind
@_craftboss
@roblwilson
@sandradunn1955
@allchanges
@dailymirror

Top Tweeters in G1:
@roblwilson
@christinejameis
@amor_vuelvetx
@catherinemginn
@daphne_miles
@ssnaqi
@mirabarhillel
@amandajs11
@cecalli_helper
@marionpfallon

Top Tweeters in G2:
@allchanges
@telegraph
@bbcnews
@mailonline
@eliana_ctes
@knittedkittie
@trackntracer
@paulbernaluk
@cristinaprkr
@dailymailuk

Top Tweeters in G3:
@dailymirror
@euethnic
@jeannebartram
@madmontesaurus
@jagxjr40
@jennyjones1313
@bethechange1682
@elainefoster10
@johnmalta99
@ajvalliant2025

Top Tweeters in G4:
@guse_guse
@helensalmon2
@maegofrance
@jenkinsjacky
@jackcdawes
@lunar2822
@lauraph27961838
@glennlloydscott
@burnetbasher
@graceywaceywoo

Top Tweeters in G5:
@hacketttom
@matilda_w_
@kimbru49
@angegarrod
@paolimichele
@vintiquesmark
@chloe4711
@smallypaula
@jeanid123
@maxinepatterson

Top Tweeters in G6:
@littlemore20
@caz5697
@magapanthus
@starterpat
@hugorelly
@dorothy90237074
@lanct22
@knitagran
@politicswatch15
@catethetwaate

Top Tweeters in G7:
@realdavidcarter
@fascinatorfun
@mrconnies
@janicemorphet
@janhunt78561126
@lindahurrell
@marcuschown
@aev1609
@rcpwells
@pandascottish

Top Tweeters in G8:
@jkldnmad
@alfieturner2
@mmpconnection
@thomasforth
@rand0mb1tsuk
@nanwarner
@bob16066
@thejackiebrook
@bencooper
@tnk_1408

Top Tweeters in G9:
@standardnews
@scarletmonahan
@cernusson
@ciabaudo
@rooftopdennis
@beith123
@caroleevans
@lmcjury
@saturdayartisan
@davebancroft

Top Tweeters in G10:
@suegray834
@fiona_fionnagal
@jackalsbynight
@jazzaoxon
@rolynhome
@chriswadeevans
@thealexhughes
@bythecoast2
@loubec6
@brummer_brumm


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