PPE, Twitter, 5/27/2022 10:19:45 AM, 277146


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PPE_2022-05-27_01-04-28.xlsx
PPE_2022-05-27_01-04-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2022
Short Description:
PPE via NodeXL https://bit.ly/3wTXH8A
@jolyonmaugham
@karenlovecheese
@thancock_
@jmpsimor
@borisjohnson
@trackntracer
@lgalloway77
@bestforbritain
@sajidjavid
@princenrvl

Top hashtags:
#ppe
#kdppe
#tigray
#perthtanapon
#got7
#china
#bambam
#nhs
#mark
#partygate

Description:
Description
The graph represents a network of 7,674 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, 27 May 2022 at 08:10 UTC.

The requested start date was Friday, 27 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, 3-hour, 31-minute period from Tuesday, 24 May 2022 at 08:49 UTC to Thursday, 26 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 : 7674
Unique Edges : 5086
Edges With Duplicates : 11532
Total Edges : 16618
Number of Edge Types : 5
Replies to : 1364
Tweet : 1524
Retweet : 5250
MentionsInRetweet : 6752
Mentions : 1728
Self-Loops : 1546
Reciprocated Vertex Pair Ratio : 0.0117608265552869
Reciprocated Edge Ratio : 0.0232482346550788
Connected Components : 1102
Single-Vertex Connected Components : 428
Maximum Vertices in a Connected Component : 4044
Maximum Edges in a Connected Component : 9723
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.996994
Graph Density : 0.000156328010097108
Modularity : 0.540539
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,674 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, 27 May 2022 at 08:10 UTC.

The requested start date was Friday, 27 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, 3-hour, 31-minute period from Tuesday, 24 May 2022 at 08:49 UTC to Thursday, 26 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:
[266] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[78] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[16] https://thewire.in/government/assam-himanta-biswa-sarma-ppe-kits-china
[15] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules
[12] https://www.instagram.com/accounts/login/?next=/p/Cd-UK38hRVD/
[9] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1653392483
[7] https://www.tiktok.com/@poopeley050241
[7] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fppe.mblack
[7] https://www.instagram.com/
[6] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_AndroidApp_Other

Top URLs in Tweet in G1:
[2] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[1] https://tweetedtimes.com/alawine/top-100-wine-tweeters
[1] https://twitter.com/beany_1/status/1529723031773450240
[1] https://twitter.com/matthewwright34/status/1529014476321787904

Top URLs in Tweet in G2:
[2] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[1] https://www.theguardian.com/politics/2022/may/26/sunak-announces-windfall-tax-energy-firms?CMP=share_btn_tw
[1] https://twitter.com/THancock_/status/1528786817973108743/photo/1
[1] https://tweetedtimes.com/msuzdak

Top URLs in Tweet in G3:
[45] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[19] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[9] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules
[3] https://twitter.com/BBCPolitics/status/1529745483899469825
[3] https://nibe.org.uk/blog/
[2] https://eu.fishersci.com/go/Hand_protection_campaign
[2] https://straitsresearch.com/report/personal-protective-equipment-market/request-sample
[2] http://pt.afl.rakuten.co.jp/c/11bc8fd0.73bf68fd.t=ssml10000122/_RTssml10000122?url=https%3A%2F%2Fbooks.rakuten.co.jp%2Frk%2Fb61e02db9850366b89cf561e3213d4b6%2F%3Fscid%3Dwe_twt_upc1696&surlid=8219&surldt=20220525185026
[2] https://peing.net/ja/nharuka_kk?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[2] https://www.youtube.com/watch?v=WTxhAELBTyY&feature=youtu.be


Top URLs in Tweet in G4:
[20] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[8] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[1] https://twitter.com/bydonkeys/status/1529023404204072961

Top URLs in Tweet in G5:
[20] 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.bbc.co.uk/news/health-52145140
[2] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_AndroidApp_Tweet
[1] https://twitter.com/jolyonmaugham/status/1529694230083518465
[1] https://www.theguardian.com/uk-news/2022/apr/29/nca-launches-investigation-ppe-firm-linked-to-michelle-mone
[1] https://twitter.com/londoneconomic/status/1529783502115414023
[1] https://twitter.com/SkyNews/status/1529178072066494469
[1] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules
[1] https://bylinetimes.com/2020/08/10/companies-linked-to-exclusive-brethren-evangelical-sect-awarded-hundreds-of-millions-of-ppe-government-contracts/

Top URLs in Tweet in G6:
[2] http://millions.new
[2] https://twitter.com/WorldTechnocrat/status/1529399693310148608
[2] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[1] https://twitter.com/patsyblueshoes/status/1529752439565471744
[1] https://twitter.com/2020Comms/status/1529529982174863360
[1] https://twitter.com/jmpsimor/status/1529224455696044032
[1] https://twitter.com/lenniemerrick1/status/1529237293151793152
[1] https://www.theguardian.com/world/2022/jan/06/tory-peer-michelle-mone-involved-ppe-medpro-government-contracts
[1] https://twitter.com/BBCNews/status/1529741080866050048
[1] https://www.standard.co.uk/news/uk/coronavirus-medical-fetish-site-gives-scrubs-nhs-hospital-a4402506.html

Top URLs in Tweet in G7:
[7] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[2] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[1] https://twitter.com/karamballes/status/1519258977195986945
[1] https://twitter.com/UnethicalTories/status/1511696553332858892
[1] https://bylinetimes.com/2020/11/18/plymouth-exclusive-brethren-ppe-contracts-uk-government/
[1] https://twitter.com/EchoNickG/status/1529537897870802955
[1] https://twitter.com/danwootton/status/1529410430153678848
[1] https://twitter.com/conservatives/status/1529032195951706113
[1] https://twitter.com/UKSFO/status/1514651246443040780
[1] https://twitter.com/LGalloway77/status/1528971627148546048

Top URLs in Tweet in G8:
[9] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[6] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[1] https://twitter.com/SkyNews/status/1261329991708684294
[1] https://twitter.com/SarahSt61447620/status/1529224705898696704
[1] https://www.bbc.co.uk/news/health-52145140
[1] https://twitter.com/BBCPolitics/status/1529745483899469825
[1] https://twitter.com/FishGirls23/status/1529498340089528323
[1] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules
[1] https://twitter.com/elaine_patten/status/1529436063772680193
[1] https://boris-johnson-lies.com/

Top URLs in Tweet in G9:
[14] https://thewire.in/government/assam-himanta-biswa-sarma-ppe-kits-china
[4] https://m.thewire.in/article/government/assam-himanta-biswa-sarma-ppe-kits-china
[1] https://twitter.com/himantabiswa/status/1250438968929177607?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1250438968929177607%7Ctwgr%5E%7Ctwcon%5Es1_&ref_url=https%3A%2F%2Fthewire.in%2Fgovernment%2Fassam-himanta-biswa-sarma-ppe-kits-china
[1] https://nenow.in/north-east-news/assam/assam-government-ppe-kits-china-nhm-himanta-biswa-sarma.html
[1] https://twitter.com/himantabiswa/status/1250438968929177607

Top URLs in Tweet in G10:
[3] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw

Top Domains
Top Domains in Tweet in Entire Graph:
[393] theguardian.com
[197] twitter.com
[42] co.uk
[38] youtube.com
[30] instagram.com
[25] co.za
[21] thewire.in
[19] ppe.pl
[14] facebook.com
[13] com.ua

Top Domains in Tweet in G1:
[2] theguardian.com
[2] twitter.com
[1] tweetedtimes.com

Top Domains in Tweet in G2:
[3] theguardian.com
[1] twitter.com
[1] tweetedtimes.com

Top Domains in Tweet in G3:
[78] theguardian.com
[61] twitter.com
[13] co.uk
[12] co.za
[4] youtube.com
[4] edu.sa
[3] peing.net
[3] mcrsafetyeurope.com
[3] org.uk
[2] fishersci.com

Top Domains in Tweet in G4:
[28] theguardian.com
[1] twitter.com

Top Domains in Tweet in G5:
[27] theguardian.com
[5] twitter.com
[2] co.uk
[1] bylinetimes.com
[1] thenational.scot

Top Domains in Tweet in G6:
[8] twitter.com
[4] theguardian.com
[2] millions.new
[2] co.uk

Top Domains in Tweet in G7:
[9] theguardian.com
[7] twitter.com
[1] bylinetimes.com

Top Domains in Tweet in G8:
[16] theguardian.com
[7] twitter.com
[1] co.uk
[1] boris-johnson-lies.com

Top Domains in Tweet in G9:
[18] thewire.in
[2] twitter.com
[1] nenow.in

Top Domains in Tweet in G10:
[3] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[176] ppe
[86] kdppe
[83] tigray
[81] perthtanapon
[62] got7
[59] china
[55] bambam
[52] nhs
[52] mark
[51] partygate



Top Hashtags in Tweet in G1:
[1] testtrace
[1] ppe
[1] ventilators
[1] fail
[1] partygate

Top Hashtags in Tweet in G2:
[3] johnsonout
[1] michellemone
[1] bbcbreakfast
[1] ridge
[1] sunakout

Top Hashtags in Tweet in G3:
[62] ppe
[15] safety
[15] pmqs
[7] healthandsafety
[6] workwear
[6] safetyfirst
[4] covid
[4] handprotection
[4] brexit
[4] nebosh

Top Hashtags in Tweet in G4:
[20] johnson
[20] nhs
[3] slipperypiglet
[3] torycrimesyndicate
[1] notmovingon
[1] suegraystatement
[1] johnsonout121
[1] saveournhs
[1] nhsisnotforsale
[1] johnsonout120

Top Hashtags in Tweet in G5:
[2] pmqs
[2] suegrayreport
[2] nhs
[2] politicslive
[1] borisjohnson
[1] johnsonliedpeopledied
[1] notmovingon
[1] johnsonthecorruptpm
[1] notfittogovern
[1] bbcqt

Top Hashtags in Tweet in G6:
[4] ppe
[4] covid
[4] johnsonout121
[3] toriespartiedwhilepeopledied
[2] partygate
[2] toriesout
[2] pandemic
[2] torycriminalsunfittogovern
[2] johnsonout122
[2] johnsonliedpeopledied

Top Hashtags in Tweet in G7:
[21] johnsonout121
[10] johnsonout122
[6] notmovingon
[5] notmovingontilljohnsonhasgone
[5] nhs
[4] johnsonout120
[4] noaccountability
[4] partygate
[4] makehimgo
[3] johnsonout

Top Hashtags in Tweet in G8:
[5] nhs
[5] johnsontheliar
[4] notmovingon
[4] r4
[4] ppe
[3] torycorruption
[3] johnsonout120
[3] suegrayreport
[3] johnsonoutnow
[3] pmqs

Top Hashtags in Tweet in G9:
[59] china
[4] assam
[2] ppe
[2] himantabiswasarma
[2] covid
[2] covid19
[2] gobackmodi
[2] 8yearsofjumlacracy

Top Hashtags in Tweet in G10:
[8] borisjohnson
[8] nhs
[3] pmqs
[3] borisjohnsonout
[1] carrieantoinette
[1] covid19
[1] partygate
[1] notmovingon
[1] johnsonout120
[1] noaccountability

Top Words
Top Words in Tweet in Entire Graph:
[4886] ppe
[1461] boris
[1111] partied
[1043] covid
[894] johnson
[861] contracts
[714] see
[707] put
[688] jolyonmaugham
[683] dying

Top Words in Tweet in G1:
[587] ppe
[573] jolyonmaugham
[542] 350m
[501] contracts
[500] pest
[500] control
[498] sleazy
[498] vip
[497] illegal
[497] lane

Top Words in Tweet in G2:
[468] ppe
[440] boris
[436] drank
[436] worked
[436] free
[436] ward
[436] rife
[436] covid
[436] 19
[436] minimal

Top Words in Tweet in G3:
[372] ppe
[87] johnson
[85] boris
[83] see
[81] helped
[80] dying
[79] put
[78] child
[78] partied
[76] dad

Top Words in Tweet in G4:
[364] karenlovecheese
[342] richard
[342] bacon
[342] suggest
[326] parties
[313] doctors
[313] patient
[312] dare
[312] nurses
[312] having

Top Words in Tweet in G5:
[365] ppe
[267] partied
[250] getting
[217] downing
[217] street
[214] working
[211] jmpsimor
[209] press
[209] office
[209] people

Top Words in Tweet in G6:
[231] ppe
[83] trace
[77] track
[57] bbcpolitics
[55] nhs
[53] staff
[46] contracts
[34] michaelrosenyes
[32] covid
[31] time

Top Words in Tweet in G7:
[328] confidence
[197] partied
[193] boris
[181] johnson
[174] pm
[171] party
[164] mp
[164] conservative
[157] ppe
[153] lgalloway77

Top Words in Tweet in G8:
[183] ppe
[118] borisjohnson
[50] put
[49] covid
[48] boris
[47] partied
[41] johnson
[39] child
[38] dying
[37] see

Top Words in Tweet in G9:
[169] rti
[169] reply
[150] ppe
[147] thewire_in
[146] kits
[146] sarma
[130] govt
[126] himanta
[126] biswa
[126] bragged

Top Words in Tweet in G10:
[161] ppe
[123] sirrogergale
[122] things
[122] colleagues
[122] forgotten
[122] irish
[122] sea
[122] border
[122] jenrick
[122] hancock

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[806] boris,johnson
[800] ppe,contracts
[638] partied,helped
[631] put,ppe
[631] ppe,see
[629] helped,child
[629] child,put
[628] see,dying
[628] dying,dad
[613] vip,lane

Top Word Pairs in Tweet in G1:
[500] pest,control
[500] ppe,contracts
[497] vip,lane
[496] tiny,pest
[496] control,company
[496] company,won
[496] won,350m
[496] 350m,ppe
[496] contracts,sleazy
[496] sleazy,illegal

Top Word Pairs in Tweet in G2:
[436] boris,drank
[436] drank,worked
[436] worked,free
[436] free,ward
[436] ward,rife
[436] rife,covid
[436] covid,19
[436] 19,minimal
[436] minimal,ppe
[436] ppe,protect

Top Word Pairs in Tweet in G3:
[77] boris,johnson
[76] partied,helped
[76] helped,child
[76] child,put
[76] put,ppe
[76] ppe,see
[75] johnson,partied
[75] see,dying
[75] dying,dad
[62] rachel,clarke

Top Word Pairs in Tweet in G4:
[342] richard,bacon
[312] dare,richard
[312] bacon,suggest
[312] suggest,doctors
[312] doctors,nurses
[312] nurses,having
[312] having,drinks
[312] drinks,parties
[312] parties,watching
[312] watching,patient

Top Word Pairs in Tweet in G5:
[217] downing,street
[209] press,office
[209] office,people
[209] people,downing
[209] street,ones
[209] ones,partied
[209] partied,working
[209] working,getting
[209] getting,ppe
[208] jmpsimor,press

Top Word Pairs in Tweet in G6:
[71] track,trace
[36] ppe,contracts
[30] nhs,staff
[29] bbcpolitics,michaelrosenyes
[25] during,pandemic
[22] michaelrosenyes,liar
[22] liar,lovely
[22] lovely,daughter
[22] daughter,risking
[22] risking,life

Top Word Pairs in Tweet in G7:
[176] boris,johnson
[164] confidence,boris
[164] johnson,pm
[164] pm,mp
[164] mp,confidence
[164] confidence,conservative
[164] conservative,party
[156] party,partied
[151] partied,whi
[144] lgalloway77,confidence

Top Word Pairs in Tweet in G8:
[35] boris,johnson
[34] partied,helped
[34] helped,child
[34] child,put
[34] put,ppe
[34] ppe,see
[34] see,dying
[34] dying,dad
[32] johnson,partied
[25] katebevan,barristersecret

Top Word Pairs in Tweet in G9:
[169] rti,reply
[144] ppe,kits
[126] himanta,biswa
[126] biswa,sarma
[126] bragged,buying
[126] buying,ppe
[120] reply,govt
[120] govt,never
[84] kits,china
[71] sarma,bragged

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

Top Replied-To
Top Replied-To in Entire Graph:
@format_ppe
@delossantosleal
@chhcalling
@bbcnews
@borisjohnson
@saralivadeas
@bbcpolitics
@slowmo_ppe
@perthppe
@peolyu

Top Replied-To in G1:
@jolyonmaugham
@philgreaves15
@bmay
@berniesostrich
@terriwatson141
@robinmulvihill1
@gaynorjohn4

Top Replied-To in G2:
@thancock_
@hct2906
@glennbbc
@grsandco

Top Replied-To in G3:

Top Replied-To in G4:
@karenlovecheese
@byrne_danny78
@manwithaview1
@colin00007
@bydonkeys
@dayvidart
@horshamgardener
@borisjohnson
@gr56ovr
@themingford

Top Replied-To in G5:
@mark_spencer
@jmpsimor
@ftkzimula
@danielgoyal
@nadinedorries
@jonlis1
@bertie30570126

Top Replied-To in G6:
@bbcpolitics
@marinapurkiss
@dominicraab
@nadhimzahawi
@lbc
@mrjamesob
@rhonddabryant
@peston
@gmb
@pippacrerar

Top Replied-To in G7:
@chhcalling
@kwasikwarteng
@jamescleverly
@elaine_patten
@bryanmilham
@michaelgove
@grantshapps
@sajidjavid
@dominicraab
@devnull2u

Top Replied-To in G8:
@borisjohnson
@mpritcharduk
@nadinedorries
@catharinehoey
@itvnewspolitics
@danielmgmoylan
@fishgirls23
@doctor_oxford
@stuart4wolvessw
@danieljhannan

Top Replied-To in G9:
@22_sathish
@thewire_in
@himantabiswa
@tanmoyofc
@svaradarajan

Top Replied-To in G10:
@sirrogergale
@elliottthomasg1

Top Mentioned
Top Mentioned in Entire Graph:
@jolyonmaugham
@thancock_
@karenlovecheese
@jmpsimor
@lgalloway77
@thewire_in
@planetzuma
@sirrogergale
@borisjohnson
@bestforbritain

Top Mentioned in G1:
@jolyonmaugham
@blairanderson35
@delirioussprite
@bmay
@eviebreese
@grantshapps
@drositamba
@domphillips
@jmpsimor
@knig1knight

Top Mentioned in G2:
@thancock_
@jolyonmaugham
@jmcrookston
@karenlovecheese
@acemsdavis1
@tush27j
@uknogum
@clslibdems
@lgalloway77
@colwillstephen

Top Mentioned in G3:
@johngrady50
@ramvajpeyi
@bill_bgt100

Top Mentioned in G4:
@karenlovecheese
@asitseemstome
@ceemccl1
@mohammedakunjee
@jolyonmaugham
@thancock_
@bydonkeys
@iamjamescraig
@jmpsimor
@operasocialist

Top Mentioned in G5:
@jmpsimor
@privateeyenews
@jolyonmaugham
@heathpenelope
@karenlovecheese
@thancock_
@fascinatorfun
@jazzycatbristol
@bbcr4today
@bbcnickrobinson

Top Mentioned in G6:
@bbcpolitics
@michaelrosenyes
@ljlittleson
@richardbaconmp
@pippacrerar
@lbc
@emmakennedy
@rcneastern
@rhonddabryant
@loosewomen

Top Mentioned in G7:
@lgalloway77
@cornishskipper
@thancock_
@jolyonmaugham
@chhcalling
@gov2uk
@ellim12
@karamballes
@unethicaltories
@karenlovecheese

Top Mentioned in G8:
@borisjohnson
@doctor_oxford
@barristersecret
@cassie_garbutt
@katebevan
@irenegarth1946
@conservatives
@danielmgmoylan
@karenlovecheese
@reasonablerich

Top Mentioned in G9:
@thewire_in
@sangbarooahpish
@himantabiswa
@svaradarajan
@jahnavi_sen
@jbhuyan65
@paranjoygt
@tanmoyofc
@nhm_assam

Top Mentioned in G10:
@planetzuma
@sirrogergale
@mrsnigel
@mixyezpitlek
@thancock_
@karenlovecheese
@lgalloway77
@jolyonmaugham
@jmpsimor
@drhannahbb

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@dennys_pr
@dospara_web
@recentlatestvia
@mistersalesman
@s9tmt
@moonbootica
@roblwilson
@independent

Top Tweeters in G1:
@davidlance3
@avonan
@thestephenralph
@hackneywick
@forumeditor
@wagjuer
@safarisara
@eire353
@bernardmceldown
@david96212152

Top Tweeters in G2:
@camz99
@vg123e
@terajits
@willshome
@sashasimic
@boogwinchester
@dance_daffodil
@knitagran
@catethetwaate
@redsarah99

Top Tweeters in G3:
@recentlatestvia
@jcsura
@theebestzu
@jjjjjjjjjjji97
@danspena
@angegarrod
@resinanian
@dyradyre
@gareth0108
@judgedewie

Top Tweeters in G4:
@lesleygsmith3
@hazelglasgow
@leocullen4
@pingachoo
@peterandann
@horshamgardener
@eutopean
@dorothy90237074
@icky_84
@themingford

Top Tweeters in G5:
@roblwilson
@curiocat13
@shambles151
@las2950
@hacketttom
@tartanroots
@thebonnydoon
@sheronwilkie
@guse_guse
@davidheadviews

Top Tweeters in G6:
@aspiemum
@golwgymor
@parsifel43
@esme_hornbeam
@portraitinflesh
@robertgedge
@trackntracer
@knittedkittie
@michaelrosenyes
@susanchubb1

Top Tweeters in G7:
@xraypat
@manatrue
@cleggy261
@ht4ecosocialism
@zidanesboots
@ladyjules_cath
@dbashby
@rolynhome
@kate97417476
@helenmcollins1

Top Tweeters in G8:
@mistersalesman
@sandradunn1955
@drrimmer
@againsthunting
@seusssl
@phyl_jones
@sharr73146294
@katebevan
@mrsmlh
@jennyjones1313

Top Tweeters in G9:
@vinaydokania
@muntaziraapka
@gr8india
@grumpeoldman
@ranjona
@gmk_86
@chirag24576
@an_mukherjee
@greatairi
@adityar_2003

Top Tweeters in G10:
@s9tmt
@sandssims
@sound_of_sirens
@easyonthebrain
@sharonpentay
@bobirving_green
@dinah_wise
@davebancroft
@ggriffithsbrown
@equilibria