PPE, Twitter, 5/26/2022 11:25:27 AM, 277087


FAQ | Problem?

PPE_2022-05-26_02-31-30.xlsx
PPE_2022-05-26_02-31-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2022
Short Description:
PPE via NodeXL https://bit.ly/3LN3wc4
@thancock_
@lgalloway77
@trackntracer
@borisjohnson
@chrisgerhard
@tush27j
@ppe_sale
@who
@sirrogergale
@bestforbritain

Top hashtags:
#ppe
#bambam
#got7
#mark
#tigray
#jayb
#kdppe
#jackson
#perthtanapon
#jinyoung

Description:
Description
The graph represents a network of 8,045 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 Thursday, 26 May 2022 at 09:38 UTC.

The requested start date was Thursday, 26 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, 6-hour, 17-minute period from Monday, 23 May 2022 at 06:04 UTC to Wednesday, 25 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 : 8045
Unique Edges : 6238
Edges With Duplicates : 11416
Total Edges : 17654
Number of Edge Types : 5
Tweet : 1719
Retweet : 5101
MentionsInRetweet : 6929
Replies to : 1399
Mentions : 2506
Self-Loops : 1750
Reciprocated Vertex Pair Ratio : 0.0121012101210121
Reciprocated Edge Ratio : 0.0239130434782609
Connected Components : 1226
Single-Vertex Connected Components : 492
Maximum Vertices in a Connected Component : 4227
Maximum Edges in a Connected Component : 10138
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.14062
Graph Density : 0.000156380429700043
Modularity : 0.564354
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,045 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 Thursday, 26 May 2022 at 09:38 UTC.

The requested start date was Thursday, 26 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, 6-hour, 17-minute period from Monday, 23 May 2022 at 06:04 UTC to Wednesday, 25 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:
[260] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[76] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[18] https://www.youtube.com/watch?v=J3dnkbKoj4A&ab_channel=Co-Immunity

[14] 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
[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://med.saraya.com/kansen/ppe/kikakukijun/mask.html
[4] https://www.youtube.com/watch?v=IZ0oQ6nzKxo&feature=youtu.be


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
[2] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[1] https://tweetedtimes.com/msuzdak
[1] https://twitter.com/saralivadeas/status/1529004842869567489
[1] https://twitter.com/THancock_/status/1528786817973108743

Top URLs in Tweet in G2:
[25] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[9] 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_AndroidApp_Tweet
[1] https://www.bbc.co.uk/news/health-52145140
[1] https://twitter.com/UnethicalTories/status/1511696553332858892
[1] https://twitter.com/johngittins19/status/1529012323284680705
[1] https://twitter.com/TaggartKing_uk/status/1529216124595982338
[1] https://twitter.com/karamballes/status/1519258977195986945
[1] https://twitter.com/UKSFO/status/1514651246443040780
[1] https://twitter.com/AnnelieseDodds/status/1526576788289331200

Top URLs in Tweet in G3:
[42] 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
[2] https://www.manchestereveningnews.co.uk/news/monkeypox-uk-health-security-agency-24032302
[2] https://eu.fishersci.com/go/Hand_protection_campaign
[2] https://straitsresearch.com/report/personal-protective-equipment-market/request-sample
[2] https://nibe.org.uk/blog/
[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/mita_ppe?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[1] https://twitter.com/adambienkov/status/1400488230676480001

Top URLs in Tweet in G4:
[2] http://millions.new
[2] https://twitter.com/WorldTechnocrat/status/1529399693310148608
[2] https://twitter.com/Tush27J/status/1528277559896850432
[2] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[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.telegraph.co.uk/politics/2022/05/22/rising-immigration-undeniably-undermines-brexit-promises-warn/
[2] https://www.dailymail.co.uk/news/article-10847541/Labour-MP-Jess-Phillips-comes-fire-breaking-rules-declaring-outside-earnings.html
[2] https://www.youtube.com/watch?v=SDlc-wLVF-8&feature=youtu.be

[1] https://twitter.com/tomhfh/status/1528680007056429056
[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

Top URLs in Tweet in G5:
[12] https://www.instagram.com/accounts/login/?next=/p/Cd-UK38hRVD/
[4] https://www.youtube.com/watch?v=IZ0oQ6nzKxo&feature=youtu.be

[3] https://twitter.com/Viu_TH/status/1529039511493263361
[2] https://www.instagram.com/accounts/login/?next=/p/Cd-vyFPLrAY/
[2] https://entertain.naver.com/read?oid=609&aid=0000578931
[2] https://open.spotify.com/playlist/37i9dQZF1DX9tPFwDMOaN1?si=hTSlc9oxTH2vMMzCGEargQ
[2] https://open.spotify.com/playlist/37i9dQZF1DXc9orRugI29r
[2] https://www.youtube.com/watch?v=qFT_rvjqaik&feature=youtu.be

[2] https://open.spotify.com/playlist/37i9dQZF1DX4AYptQIdI2R?si=8ba38304860a45a0
[2] https://www.youtube.com/watch?v=L2LxHt-kt9w&feature=youtu.be


Top URLs in Tweet in G6:
[5] 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://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules
[1] https://twitter.com/archer_rs/status/1528647853350047745
[1] https://twitter.com/PeterStefanovi2/status/1528623349206863872
[1] https://twitter.com/danwootton/status/1529410430153678848
[1] https://twitter.com/bolddigger52/status/1528394028206768131
[1] https://twitter.com/conservatives/status/1529032195951706113
[1] https://twitter.com/mudgerydoo/status/1529168031758401537
[1] https://twitter.com/sgriffin_lab/status/1529085081586999296

Top URLs in Tweet in G7:
[22] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw

Top URLs in Tweet in G8:
[1] https://twitter.com/judith54nunn/status/1529333177227292672

Top URLs in Tweet in G9:
[31] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[5] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_AndroidApp_Other
[3] https://www.thetimes.co.uk/article/michelle-mones-husband-admits-he-has-financial-interest-in-ppe-firm-gw9vkcc03?shareToken=bfd79767ad9e81efd511c2e6603eecef
[1] https://twitter.com/mrcessna/status/1529032386272428033
[1] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[1] https://twitter.com/eddwilson/status/1528655158594486273

Top URLs in Tweet in G10:
[1] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules
[1] https://twitter.com/bydonkeys/status/1529023404204072961

Top Domains
Top Domains in Tweet in Entire Graph:
[385] theguardian.com
[211] twitter.com
[61] youtube.com
[46] co.uk
[32] co.za
[26] instagram.com
[19] com.ua
[19] ppe.pl
[12] censor.net
[10] co.jp

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

Top Domains in Tweet in G2:
[36] theguardian.com
[12] twitter.com
[2] co.uk
[1] thenational.scot

Top Domains in Tweet in G3:
[75] theguardian.com
[58] twitter.com
[17] co.uk
[13] co.za
[4] edu.sa
[3] co.jp
[3] peing.net
[3] youtube.com
[3] mcrsafetyeurope.com
[2] com.au

Top Domains in Tweet in G4:
[16] twitter.com
[9] theguardian.com
[6] co.uk
[2] millions.new
[2] youtube.com
[1] consultancy.uk
[1] boris-johnson-lies.com
[1] expressandstar.com
[1] thenational.scot
[1] bloomberg.com

Top Domains in Tweet in G5:
[18] instagram.com
[16] twitter.com
[15] youtube.com
[8] spotify.com
[5] bit.ly
[5] weibo.cn
[4] melon.com
[2] naver.com
[2] soompi.com
[2] lnk.to

Top Domains in Tweet in G6:
[11] twitter.com
[8] theguardian.com
[1] co.uk

Top Domains in Tweet in G7:
[22] theguardian.com

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

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

Top Domains in Tweet in G10:
[1] theguardian.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[217] ppe
[178] bambam
[173] got7
[117] mark
[114] tigray
[111] jayb
[89] kdppe
[87] jackson
[81] perthtanapon
[78] jinyoung



Top Hashtags in Tweet in G1:
[2] johnsonout
[1] r4today
[1] corruption
[1] ppe

Top Hashtags in Tweet in G2:
[23] johnsonout121
[8] r4
[5] notmovingon
[4] johnsonout119
[4] johnsonout120
[3] partygate
[3] noaccountability
[2] metcoverup
[2] ppe
[2] politicslive

Top Hashtags in Tweet in G3:
[71] ppe
[21] safety
[14] pmqs
[8] safetyfirst
[8] workwear
[8] healthandsafety
[4] construction
[4] brexit
[4] covid
[4] handprotection

Top Hashtags in Tweet in G4:
[4] costoflivingcrisis
[4] torycorruption
[4] johnsonliedpeopledied
[3] partygatecoverup
[3] johnsonout121
[3] johnsonout119
[3] toriespartiedwhilepeopledied
[3] panorama
[3] partygatephotos
[2] lbc

Top Hashtags in Tweet in G5:
[178] bambam
[173] got7
[117] mark
[111] jayb
[87] jackson
[87] kdppe
[79] perthtanapon
[78] jinyoung
[77] 갓세븐
[68] youngjae

Top Hashtags in Tweet in G6:
[10] ppe
[6] suegrayreport
[4] nhs
[4] partygate
[4] johnsontheliar
[4] brexit
[3] pmqs
[3] johnsonout120
[3] liarjohnson
[3] costoflivingcrisis

Top Hashtags in Tweet in G7:
[5] covid
[4] pmqs
[4] borisjohnsonout
[4] ppe
[1] carrieantoinette
[1] toriesunfittogovern
[1] longcovid
[1] massinfectionstrategy
[1] ournhs
[1] ppescandal

Top Hashtags in Tweet in G9:
[6] partygate
[5] johnsonout120
[5] johnsonliedpeopledied
[5] torycriminalsunfittogovern
[1] michellemone
[1] bbcbreakfast
[1] ridge
[1] sunakout
[1] johnsonout121
[1] peterbone

Top Hashtags in Tweet in G10:
[1] johnsonout121

Top Words
Top Words in Tweet in Entire Graph:
[4437] ppe
[2382] boris
[1752] covid
[1221] 19
[1214] free
[1212] worked
[1208] protect
[1184] person
[1174] ward
[1169] johnson

Top Words in Tweet in G1:
[1028] ppe
[1022] boris
[1021] covid
[1017] drank
[1017] worked
[1017] free
[1017] ward
[1017] rife
[1017] 19
[1017] minimal

Top Words in Tweet in G2:
[840] confidence
[535] boris
[499] partied
[493] johnson
[429] mp
[426] pm
[426] party
[420] conservative
[417] lgalloway77
[408] whi

Top Words in Tweet in G3:
[413] ppe
[84] johnson
[81] boris
[80] see
[76] helped
[75] dying
[74] put
[73] partied
[73] child
[71] #ppe

Top Words in Tweet in G4:
[288] ppe
[94] trace
[82] track
[72] covid
[62] money
[56] contracts
[51] billions
[45] billion
[42] much
[40] nhs

Top Words in Tweet in G5:
[222] น
[178] #bambam
[177] ม
[173] #got7
[172] got7
[144] ค
[140] ว
[125] ก
[119] ร
[118] #mark

Top Words in Tweet in G6:
[144] ppe
[126] borisjohnson
[87] covid
[54] died
[52] being
[49] barristersecret
[49] alone
[49] bed
[48] katebevan
[48] mum

Top Words in Tweet in G7:
[258] ppe
[159] sirrogergale
[159] colleagues
[158] things
[158] forgotten
[158] irish
[158] sea
[158] border
[158] jenrick
[158] hancock

Top Words in Tweet in G8:
[392] slavery
[197] abcnews
[197] blackbirding
[196] qanda
[196] mr
[196] downer
[196] awful
[196] today
[196] standards
[196] wasn

Top Words in Tweet in G9:
[98] wasted
[98] written
[98] tush27j
[97] greatest
[97] heist
[97] great
[97] train
[97] robbery
[97] 500
[97] 000

Top Words in Tweet in G10:
[208] boris
[112] ppe
[101] partied
[100] johnson
[97] helped
[97] child
[97] put
[97] see
[97] dying
[97] dad

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1217] covid,19
[1174] ppe,protect
[1163] boris,drank
[1163] drank,worked
[1163] worked,free
[1163] free,ward
[1163] ward,rife
[1163] rife,covid
[1163] 19,minimal
[1163] minimal,ppe

Top Word Pairs in Tweet in G1:
[1017] boris,drank
[1017] drank,worked
[1017] worked,free
[1017] free,ward
[1017] ward,rife
[1017] rife,covid
[1017] covid,19
[1017] 19,minimal
[1017] minimal,ppe
[1017] ppe,protect

Top Word Pairs in Tweet in G2:
[484] boris,johnson
[420] confidence,boris
[420] johnson,pm
[420] pm,mp
[420] mp,confidence
[420] confidence,conservative
[420] conservative,party
[412] party,partied
[408] partied,whi
[407] lgalloway77,confidence

Top Word Pairs in Tweet in G3:
[73] boris,johnson
[71] johnson,partied
[71] partied,helped
[71] helped,child
[71] child,put
[71] put,ppe
[71] ppe,see
[71] see,dying
[71] dying,dad
[59] rachel,clarke

Top Word Pairs in Tweet in G4:
[75] track,trace
[40] ppe,contracts
[24] lbc,nickferrarilbc
[19] trace,ppe
[19] 37,billion
[18] test,trace
[18] cobra,meetings
[18] money,mates
[17] useless,ppe
[17] omg,much

Top Word Pairs in Tweet in G5:
[67] #jackson,#jinyoung
[62] #jinyoung,#youngjae
[60] #jayb,#jackson
[60] #mark,#jayb
[57] #youngjae,#bambam
[53] #bambam,#yugyeom
[51] #got7,#갓세븐
[42] got7,ep
[39] #kdppe,#perthtanapon
[38] น,าร

Top Word Pairs in Tweet in G6:
[48] katebevan,barristersecret
[48] barristersecret,borisjohnson
[48] borisjohnson,mum
[48] mum,died
[48] died,alone
[48] alone,hospital
[48] hospital,caught
[48] caught,covid
[48] covid,being
[48] being,bed

Top Word Pairs in Tweet in G7:
[158] sirrogergale,things
[158] things,colleagues
[158] colleagues,forgotten
[158] forgotten,irish
[158] irish,sea
[158] sea,border
[158] border,jenrick
[158] jenrick,hancock
[158] hancock,patel
[158] patel,cobra

Top Word Pairs in Tweet in G8:
[196] qanda,abcnews
[196] abcnews,mr
[196] mr,downer
[196] downer,blackbirding
[196] blackbirding,awful
[196] awful,today
[196] today,standards
[196] standards,wasn
[196] wasn,slavery
[196] slavery,slavery

Top Word Pairs in Tweet in G9:
[97] greatest,heist
[97] heist,great
[97] great,train
[97] train,robbery
[97] robbery,500
[97] 500,000
[97] 000,wasted
[97] wasted,focus
[97] focus,groups
[97] groups,repair

Top Word Pairs in Tweet in G10:
[100] boris,johnson
[97] partied,helped
[97] helped,child
[97] child,put
[97] put,ppe
[97] ppe,see
[97] see,dying
[97] dying,dad
[96] johnson,partied
[96] dad,boris

Top Replied-To
Top Replied-To in Entire Graph:
@delossantosleal
@format_ppe
@lbc
@monyo_ppe
@slowmo_ppe
@saralivadeas
@borisjohnson
@perthppe
@ppe_doo
@jim_jordan

Top Replied-To in G1:
@thancock_
@confidencenac
@glennbbc

Top Replied-To in G2:
@bbcnews
@elaine_patten
@vicderbyshire
@eak202sc
@politicalwelshy
@lgalloway77
@gawdyhall
@stevesurrey1
@lizkershawdj
@ukpolitics2010s

Top Replied-To in G3:

Top Replied-To in G4:
@lbc
@writetjw
@mpritcharduk
@gmb
@staustelladam
@tomhfh
@marinapurkiss
@haggis_uk
@peterstefanovi2
@darrengrimes_

Top Replied-To in G5:
@slowmo_ppe
@perthppe
@moe_ppe
@boomytorao
@perth_200190
@moo_katoon_ppe
@aumaum83268338
@muminddd
@bbenz241
@m2mpd

Top Replied-To in G6:
@borisjohnson
@cllrcarpenter
@byrne_danny78
@markjenkinsonmp
@alexburghart
@itvnewspolitics
@mistywoman1
@jmpsimor
@essexpr
@sajidjavid

Top Replied-To in G7:
@danielmgmoylan
@edwards_juli
@scottories
@sirrogergale
@philgreaves15
@jolyonmaugham
@anumsnp
@christopherhope
@roybertram4
@owen_whiteley

Top Replied-To in G8:
@qanda
@itabuttrose
@abcnews

Top Replied-To in G9:
@keynesianism
@tush27j
@drivertsoi
@robhaw4
@agw1437
@metamaterealis1
@snb19692
@vikkiflatt
@edlonguk
@johnmacintyre2

Top Replied-To in G10:
@bydonkeys

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

Top Mentioned in G1:
@thancock_
@berniet34
@unpubwrites
@msuzdak
@colwillstephen
@bruceje85482068
@borisjohnson
@wjpme
@sueanned01

Top Mentioned in G2:
@lgalloway77
@thancock_
@heathpenelope
@redjohnbounds
@cornishskipper
@itrecks
@bbcnews
@jazzycatbristol
@chionwurah
@karamballes

Top Mentioned in G3:
@brexitphobe
@johngrady50
@ramvajpeyi

Top Mentioned in G4:
@nickferrarilbc
@simonclarkemp
@gmb
@colwillstephen
@pippacrerar
@lbc
@emmakennedy
@peston
@writetjw
@cptalex23

Top Mentioned in G5:
@got7
@perthppe
@bambam1a
@slowmo_ppe
@viu_th
@nnattawin1
@milephakphum
@marktuan
@jaybnow_hr
@tlp_fc

Top Mentioned in G6:
@borisjohnson
@barristersecret
@cassie_garbutt
@katebevan
@karenlovecheese
@conservatives
@ceemccl1
@thancock_
@irenegarth1946
@bbc

Top Mentioned in G7:
@planetzuma
@sirrogergale
@thancock_
@lurganhp
@scottories
@hullfcpete
@borisjohnson
@jolyonmaugham
@bbcgaryr
@jim45cotland

Top Mentioned in G8:
@abcnews
@jjkale2
@qanda
@drmeenalviz
@thancock_
@lgalloway77
@colwillstephen

Top Mentioned in G9:
@tush27j
@lestroischenes
@thancock_
@jonlis1
@paullewismoney
@jacquep
@annette22398150
@valcstevo
@raffiatim
@lgalloway77

Top Mentioned in G10:
@bestforbritain
@mohammedakunjee
@thancock_
@bydonkeys
@johninpompano
@lgalloway77
@doctor_oxford
@cornishskipper
@tush27j

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@suntory
@dennys_pr
@dospara_web
@recentlatestvia
@tesco
@mistersalesman
@s9tmt
@moonbootica

Top Tweeters in G1:
@camz99
@ferguson2811
@vg123e
@parsifel43
@safarisara
@terajits
@againsthunting
@matilda_w_
@willshome
@sashasimic

Top Tweeters in G2:
@xraypat
@cleggy261
@bbcnews
@hacketttom
@zidanesboots
@knittedkittie
@ladyjules_cath
@dbashby
@jagxjr40
@cernusson

Top Tweeters in G3:
@recentlatestvia
@jcsura
@theebestzu
@jjjjjjjjjjji97
@immo_reedb
@danspena
@angegarrod
@resinanian
@dyradyre
@akanyangm

Top Tweeters in G4:
@isthisab0t
@jpjanson
@curiocat13
@thesun
@catwoman1979
@aspiemum
@skynews
@esme_hornbeam
@telegraph
@mailonline

Top Tweeters in G5:
@bamsmoose_x
@ssomjubb
@aewaewww
@ning_pb
@tkmmtrigon
@boonzoonlee
@mejust_agirl
@iamphak_
@sfkkfs_
@praytikky

Top Tweeters in G6:
@sandradunn1955
@logansteven
@irisstylosa
@brookebay21
@horshamgardener
@csibike1
@yllekonadnerb
@seusssl
@phyl_jones
@katebevan

Top Tweeters in G7:
@s9tmt
@tartancobweb
@sandssims
@jrtomlinauthor
@innerfury4k
@weecass1888
@waco61
@susanchubb1
@sound_of_sirens
@maureenpickeri5

Top Tweeters in G8:
@wildwalkerwoman
@protectingterra
@jrehnj
@weezmgk
@roseg
@richforrest2
@theon_orbis
@abcnews
@peggymel2001
@aitch_el

Top Tweeters in G9:
@tighnacoille
@uncleprober
@terryelaineh1
@hausofrushdi
@eddwilson
@awarding_women
@shambles151
@johnandi
@martindvz
@jacquep

Top Tweeters in G10:
@vespasian91
@ht4ecosocialism
@juliecuninghame
@icky_84
@petebestuk
@patc63316307
@merman1974
@ali_8k
@lottieshed
@alan_matts