PPE, Twitter, 1/11/2021 8:25:00 AM, 245397


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PPE_2021-01-10_01-14-50.xlsx
PPE_2021-01-10_01-14-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 11, 2021
Short Description:
PPE via NodeXL https://bit.ly/3oD8FbO
@agoodfireburns
@borisjohnson
@trackntracer
@matthancock
@miftyjackson
@thebma
@sandradunn1955
@phe_uk
@dyradyre
@drajm

Top hashtags:
#telltheworldwemissperth
#ppe
#kdppe
#perthtanapon
#covid19

Description:
Description
The graph represents a network of 8,730 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 Sunday, 10 January 2021 at 09:20 UTC.

The requested start date was Saturday, 09 January 2021 at 01:01 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, 1-hour, 35-minute period from Tuesday, 05 January 2021 at 12:13 UTC to Thursday, 07 January 2021 at 13:49 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 : 8730
Unique Edges : 5318
Edges With Duplicates : 11893
Total Edges : 17211
Number of Edge Types : 5
Retweet : 4905
MentionsInRetweet : 6116
Replies to : 1624
Mentions : 2689
Tweet : 1877
Self-Loops : 1909
Reciprocated Vertex Pair Ratio : 0.0181347150259067
Reciprocated Edge Ratio : 0.0356234096692112
Connected Components : 1695
Single-Vertex Connected Components : 594
Maximum Vertices in a Connected Component : 2145
Maximum Edges in a Connected Component : 5510
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.274929
Graph Density : 0.000118615556077837
Modularity : 0.542534
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 8,730 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 Sunday, 10 January 2021 at 09:20 UTC.

The requested start date was Saturday, 09 January 2021 at 01:01 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, 1-hour, 35-minute period from Tuesday, 05 January 2021 at 12:13 UTC to Thursday, 07 January 2021 at 13:49 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:
[23] https://www.bbc.co.uk/news/health-55537624
[19] https://petition.parliament.uk/petitions/561476
[12] https://www.elnacional.cat/es/politica/dolors-montserrat-ppe-votar-illa-erc_571275_102.html
[12] https://twitter.com/CarlSMcQueen/status/1346760272967561216
[11] https://www.theguardian.com/society/2021/jan/05/prisoners-lives-risk-officers-not-wearing-face-masks-ppe
[10] https://www.thescottishsun.co.uk/tvandshowbiz/celebrity/6496989/piers-morgan-threatens-covid-deniers-coronavirus-wards?utm_source=twitter&utm_medium=social&utm_campaign=sharebarweb
[9] https://twitter.com/carlsmcqueen/status/1346760272967561216
[9] https://www.bbc.com/news/health-55537624
[7] https://www.rcn.org.uk/news-and-events/news/uk-higher-level-ppe-protect-against-new-variant-covid-19-050121
[7] https://twitter.com/perthppe/status/1346797383397490691

Top URLs in Tweet in G1:
[1] https://twitter.com/hyphenminmin/status/1346801640607662084

Top URLs in Tweet in G2:
[7] https://www.bbc.co.uk/news/health-55537624
[6] https://twitter.com/CarlSMcQueen/status/1346760272967561216
[6] https://twitter.com/carlsmcqueen/status/1346760272967561216
[5] https://www.zdnet.com/article/former-vp-with-an-ax-to-grind-hacks-company-disrupts-ppe-supply-earns-jail-term/#ftag=RSSbaffb68
[4] https://twitter.com/skynews/status/1346779042154835970
[3] https://www.bbc.com/news/health-55537624
[3] https://twitter.com/AnnemariePlas/status/1346767248971718656
[3] https://twitter.com/SkyNews/status/1346779042154835970
[3] https://twitter.com/KhuselaS/status/1347071485412847618
[3] https://api.whatsapp.com/send?phone=918128986711

Top URLs in Tweet in G3:
[19] https://petition.parliament.uk/petitions/561476
[2] https://www.bbc.co.uk/news/health-55537624
[1] https://twitter.com/itvnews/status/1346794313267769345
[1] https://zcu.io/5s9h
[1] https://twitter.com/timolarch/status/1346732706260987906
[1] https://twitter.com/Douglas4Moray/status/1347142646045822977
[1] https://twitter.com/RecruitmentCopy/status/1346806503878045697
[1] https://twitter.com/RichardJMurphy/status/1346481231920128006
[1] https://twitter.com/skynews/status/1346779042154835970
[1] https://twitter.com/wobbly_turnip/status/1346732993335988231

Top URLs in Tweet in G4:
[5] https://twitter.com/perthppe/status/1346797383397490691
[3] https://www.iesdouyin.com/share/video/6914114014951886087/?region=TH&mid=6914114085097409287&u_code=m1f82g0ka9c&titleType=title&did=70138575410&iid=3201426960956846&utm_source=copy_link&utm_campaign=client_share&utm_medium=android&app=aweme
[2] https://worldyawards.com/detail/F6
[2] https://www.youtube.com/watch?v=mmZ8HGPRCow&feature=youtu.be

[2] https://worldyawards.com/rank/
[2] https://www.instagram.com/accounts/login/
[1] https://twitter.com/PS_OfficialTH/status/1346444238058209280
[1] https://twitter.com/danielismhere/status/1346370677499039747
[1] https://www.matichon.co.th/economy/news_2518616
[1] https://twitter.com/swucuteboy/status/1346804864521670658

Top URLs in Tweet in G5:
[2] https://twitter.com/zimlive/status/1347087080338432007
[2] https://twitter.com/zimlive/status/1347084967071907842
[1] https://twitter.com/drjaytee87/status/1347107680364720132
[1] https://twitter.com/ARTUZ_teachers/status/1347056641313808386
[1] https://twitter.com/healthtimeszim/status/1347104433964986369
[1] https://healthtimes.co.zw/2021/01/07/no-ppe-no-work-harare-hospital-midwives-boycott-work-after-matron-dies-from-covid-19/

Top URLs in Tweet in G6:
[1] https://twitter.com/MaryLTrump/status/1346270783237185537
[1] https://en.m.wikipedia.org/wiki/Toby_Young
[1] https://www.standard.co.uk/news/uk/uk-spent-ps10bn-extra-on-ppe-due-to-inadequate-stockpile-and-surge-in-demand-report-finds-b78986.html
[1] https://www.telegraph.co.uk/business/2020/07/09/manufacturers-take-aim-gross-waste-15bn-ppe-bill/

Top URLs in Tweet in G7:
[3] https://twitter.com/khuselas/status/1347071485412847618
[2] https://twitter.com/KhuselaS/status/1346916627657482248
[1] https://twitter.com/khuselas/status/1346916627657482248
[1] https://twitter.com/KhuselaS/status/1347071485412847618
[1] https://www.news24.com/news24/SouthAfrica/News/gauteng-ppe-tender-tribunal-sets-aside-contract-linked-to-firm-of-khusela-dikos-husband-madzikane-20201210
[1] https://twitter.com/rsasiu/status/1347157394422452224

Top URLs in Tweet in G8:
[3] https://twitter.com/stevebakerhw/status/1346413992361816064
[2] https://schoolsweek.co.uk/96m-laptop-contracts-went-to-tory-donors-firm/
[2] https://twitter.com/carlsmcqueen/status/1346760272967561216
[1] https://twitter.com/bbchealth/status/1346369328875261952
[1] https://twitter.com/hughes_eilir/status/1345678873774743552
[1] https://twitter.com/chakrabortty/status/1346455172625690625
[1] https://twitter.com/bbcnews/status/1346793553456992256
[1] https://twitter.com/DrLindaDykes/status/1346393916598325248
[1] https://twitter.com/CarlSMcQueen/status/1346760272967561216
[1] https://twitter.com/LadyScorcher/status/1346651560722509825

Top URLs in Tweet in G9:
[4] https://twitter.com/NjbBari3/status/1334158360870932486
[4] https://www.abc.net.au/radio/programs/pm/calls-for-boosted-ppe-for-transport-workers/13034372
[4] https://www.news.com.au/world/coronavirus/health/fears-of-a-ppe-failure-have-forced-a-paramedic-into-quarantine-in-perth/news-story/6b1df3a5d6aa8638695dde62877eeff3
[2] https://twitter.com/elouise_april3/status/1347142626789654536
[2] https://www.abc.net.au/news/2021-01-06/two-placed-in-wa-hotel-quarantine-amid-coronavirus-ppe-concerns/13036078
[1] https://twitter.com/an_leavy/status/1347058992527261696
[1] https://www.abc.net.au/radio/programs/am/wa-covid/13038108
[1] https://www.youtube.com/watch?v=hS0DSfGKDGg&feature=youtu.be

[1] https://covid19evidence.net.au/about-the-taskforce/
[1] https://twitter.com/andrewhewat/status/1347164208064913414

Top URLs in Tweet in G10:
[5] https://www.bbc.com/news/health-55537624
[5] https://www.bbc.co.uk/news/health-55537624
[5] https://docs.google.com/forms/d/e/1FAIpQLSejgqHBTsCjfOG3BdZRHsBzx4cMxZEEnarozhztDo4tdc4zdQ/viewform
[2] https://www.rcn.org.uk/news-and-events/news/uk-higher-level-ppe-protect-against-new-variant-covid-19-050121
[2] https://www.bbc.com/news/business-54908129
[1] https://fal.cn/3czFN
[1] https://www.nao.org.uk/wp-content/uploads/2020/11/The-supply-of-personal-protective-equipment-PPE-during-the-COVID-19-pandemic.pdf
[1] https://twitter.com/RCSLTpolicy/status/1346385774321786882
[1] https://twitter.com/RajThamotheram/status/1346499123093131270
[1] https://twitter.com/LewyHughey/status/1346218069677535234

Top Domains
Top Domains in Tweet in Entire Graph:
[320] twitter.com
[113] co.uk
[30] theguardian.com
[25] parliament.uk
[23] youtube.com
[23] marketserengeti.com
[19] org.uk
[17] zdnet.com
[16] bit.ly
[13] net.au

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

Top Domains in Tweet in G2:
[111] twitter.com
[38] co.uk
[10] zdnet.com
[9] bit.ly
[7] fusiontechint.com
[6] org.uk
[5] theguardian.com
[4] parliament.uk
[4] bbc.com
[4] marketserengeti.com

Top Domains in Tweet in G3:
[19] parliament.uk
[17] twitter.com
[2] co.uk
[2] theguardian.com
[2] bylinetimes.com
[1] zcu.io
[1] theconversation.com
[1] nytimes.com
[1] bbc.in
[1] bbc.com

Top Domains in Tweet in G4:
[13] twitter.com
[4] worldyawards.com
[3] youtube.com
[3] iesdouyin.com
[3] instagram.com
[1] co.th
[1] linkmix.co
[1] bit.ly
[1] allareaentertainment.com
[1] sanook.com

Top Domains in Tweet in G5:
[7] twitter.com
[1] co.zw

Top Domains in Tweet in G6:
[2] co.uk
[1] twitter.com
[1] wikipedia.org

Top Domains in Tweet in G7:
[8] twitter.com
[1] news24.com

Top Domains in Tweet in G8:
[12] twitter.com
[2] co.uk
[1] hazards.org

Top Domains in Tweet in G9:
[17] twitter.com
[8] net.au
[4] com.au
[3] gov.au
[1] youtube.com
[1] afr.com
[1] dropbox.com
[1] google.com
[1] established.it
[1] mad.do

Top Domains in Tweet in G10:
[8] twitter.com
[7] bbc.com
[7] co.uk
[5] google.com
[4] org.uk
[1] fal.cn
[1] uk.com
[1] en-standard.eu
[1] who.int

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[567] telltheworldwemissperth
[246] ppe
[218] kdppe
[138] perthtanapon
[104] covid19
[91] โควิดสมุทรสาคร
[72] covid19aus
[61] 셔누
[54] ตลาดนัดnct
[47] breaking



Top Hashtags in Tweet in G2:
[70] ppe
[19] covid19
[9] clapforheroes
[7] masks
[6] lockdown
[6] covid
[5] closebeitbridgeborder
[5] nhs
[5] business
[5] healthandsafety

Top Hashtags in Tweet in G3:
[12] ppe
[7] covid19
[6] nhs
[4] clapforheroes
[4] freelancers
[3] lockdown
[3] resign
[3] nevertrustatory
[3] dissolvetheunion
[2] politicslive

Top Hashtags in Tweet in G4:
[567] telltheworldwemissperth
[215] kdppe
[136] perthtanapon
[21] perthsaintsation
[20] bb0un
[18] brightxnont
[17] 3rdyearsofdeeplovewithperthsaint
[14] bbrightvc
[11] บุ๋นเปรม
[10] บอกโลกให้รู้ว่ากูรักมึง

Top Hashtags in Tweet in G5:
[44] breaking
[14] ppe
[4] covid19
[2] healthworkers
[2] zanupfmustgo
[1] notolooting
[1] thieves
[1] zimbabweanlivesmatter
[1] zimbabwe
[1] covid_19

Top Hashtags in Tweet in G6:
[7] ppe
[4] tories
[4] illegality
[4] qc
[4] labour
[3] camdridgeanalytica
[3] scandal
[3] prospermill
[2] therussiareport
[2] idox

Top Hashtags in Tweet in G7:
[3] voetsekanc
[2] marikana
[1] prayforsouthafrica
[1] lifeesidimeni
[1] ppe
[1] ancmustfall
[1] sarcasm

Top Hashtags in Tweet in G8:
[6] ppe
[3] covid19
[3] earlyyears
[2] covidisairborne
[1] nhs
[1] staff
[1] support
[1] nightingale
[1] antivax
[1] antimaskers

Top Hashtags in Tweet in G9:
[71] covid19aus
[12] ppe
[7] quarantine
[4] covid19
[4] covid19wa
[4] ppebreach
[2] australia
[2] victoria
[2] covid19vic
[2] healthcareworkers

Top Hashtags in Tweet in G10:
[10] freshairnhs
[5] coronavirus
[5] agpalliance
[4] ppe
[2] nhs
[2] dentistry
[2] covidisairborne
[2] covid19
[2] covid19uk
[2] phe

Top Words
Top Words in Tweet in Entire Graph:
[5024] ppe
[4659] ˆà
[3037] šà
[1941] ªà
[1697] µà
[1418] ãƒ
[1036] žà
[1016] æ
[1007] ì
[915] covid

Top Words in Tweet in G1:
[674] yang
[674] dental
[673] yâ
[673] already
[673] know
[673] wrong
[673] hanya
[673] dentist
[673] sahaja
[673] boleh

Top Words in Tweet in G2:
[532] ppe
[155] ãƒ
[96] æ
[93] ˆà
[80] covid
[68] #ppe
[65] ø
[63] ç
[62] more
[56] ªã

Top Words in Tweet in G3:
[278] ppe
[72] borisjohnson
[62] trace
[62] contracts
[57] staff
[56] vaccine
[53] track
[52] government
[50] money
[50] need

Top Words in Tweet in G4:
[2608] ˆà
[1179] šà
[1072] µà
[607] žà
[567] #telltheworldwemissperth
[555] ªà
[442] Ĉ
[416] ψ
[214] #kdppe
[190] š

Top Words in Tweet in G5:
[282] 60
[230] nurses
[218] hospital
[210] covid
[153] public
[150] harare
[148] daddyhope
[145] use
[143] positive
[142] transport

Top Words in Tweet in G6:
[225] ppe
[213] money
[212] government
[211] agoodfireburns
[209] rishi
[209] sunak
[209] committed
[209] times
[209] less
[209] supporting

Top Words in Tweet in G7:
[193] ppe
[95] khuselas
[62] pray
[60] corruption
[60] money
[45] many
[41] covid
[39] thieves
[39] america
[38] stole

Top Words in Tweet in G8:
[164] ppe
[96] more
[79] pay
[51] carlsmcqueen
[45] clapping
[40] need
[39] workers
[34] staff
[32] government
[31] line

Top Words in Tweet in G9:
[121] ppe
[116] drvyom
[103] quarantine
[94] uk
[86] patient
[83] hospital
[71] variant
[71] #covid19aus
[68] reminder
[68] genetic

Top Words in Tweet in G10:
[85] ppe
[50] thebma
[46] doctors
[40] recent
[39] bma
[38] survey
[38] thousands
[38] found
[38] 60
[38] suffering

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1087] ˆà,ˆà
[822] µà,ˆà
[820] šà,šà
[750] ˆà,šà
[747] šà,ˆà
[738] ãƒ,ãƒ
[675] already,know
[675] mask,dan
[674] yâ,already
[674] know,wrong

Top Word Pairs in Tweet in G1:
[673] yâ,already
[673] already,know
[673] know,wrong
[673] wrong,hanya
[673] hanya,dentist
[673] dentist,sahaja
[673] sahaja,yang
[673] yang,boleh
[673] boleh,buat
[673] buat,atas

Top Word Pairs in Tweet in G2:
[84] ãƒ,ãƒ
[29] ø,ø
[28] covid,19
[22] ù,ø
[22] ˆà,ˆà
[20] ø,ù
[20] full,ppe
[18] ù,ù
[17] ˆà,µà
[16] level,ppe

Top Word Pairs in Tweet in G3:
[51] track,trace
[40] ppe,contracts
[24] vaccine,rollout
[22] allow,yourself
[22] yourself,muster
[22] muster,little
[22] little,optimism
[22] optimism,vaccine
[22] rollout,remember
[22] remember,brazenly

Top Word Pairs in Tweet in G4:
[734] ˆà,ˆà
[571] µà,ˆà
[363] ˆà,µà
[340] ˆà,šà
[321] šà,ˆà
[225] šà,šà
[216] ˆà,ªà
[192] ƒà,ˆà
[186] ˆà,žà
[173] žà,œà

Top Word Pairs in Tweet in G5:
[149] harare,hospital
[141] 60,nurses
[141] nurses,tested
[141] tested,positive
[141] positive,covid
[141] covid,harare
[141] hospital,alone
[141] alone,60
[141] 60,families
[141] families,use

Top Word Pairs in Tweet in G6:
[209] rishi,sunak
[209] sunak,committed
[209] committed,times
[209] times,less
[209] less,money
[209] money,supporting
[209] supporting,businesses
[209] businesses,government
[209] government,spunked
[209] spunked,ppe

Top Word Pairs in Tweet in G7:
[39] ppe,thieves
[37] covid,ppe
[36] many,problems
[36] problems,nation
[36] nation,including
[36] including,covid
[36] thieves,concerned
[36] concerned,america
[36] america,nonsense
[35] missb20_10,many

Top Word Pairs in Tweet in G8:
[34] more,ppe
[27] front,line
[26] line,workers
[23] pay,more
[20] afraid,clapping
[20] clapping,support
[20] support,front
[20] workers,take
[20] take,away
[20] away,focus

Top Word Pairs in Tweet in G9:
[68] reminder,patient
[68] patient,uk
[68] uk,genetic
[68] genetic,variant
[68] variant,#covid19aus
[68] #covid19aus,quarantine
[68] quarantine,admitted
[68] admitted,hospital
[67] drvyom,reminder
[67] hospital,ourâ

Top Word Pairs in Tweet in G10:
[38] recent,survey
[38] survey,thousands
[38] thousands,doctors
[38] doctors,bma
[38] bma,found
[38] found,60
[38] 60,suffering
[38] suffering,form
[38] form,anxiety
[37] thebma,recent

Top Replied-To
Top Replied-To in Entire Graph:
@khuselas
@perthppe
@carlsmcqueen
@skynews
@bbcnews
@nhsnurse15
@borisjohnson
@itvnews
@co_ppe_pan_
@tomhfh

Top Replied-To in G2:

Top Replied-To in G3:
@skynews
@borisjohnson
@bbcnews
@tomhfh
@matthancock
@annemarieplas
@nadhimzahawi
@phe_uk
@jamescleverly
@douglas4moray

Top Replied-To in G4:
@perthppe
@boomytorao
@moo_katoon_ppe
@ben_ppe
@rattanisa
@52squared_
@ps_officialth
@majorgroup
@kaewsai12
@kamolvan3

Top Replied-To in G5:
@zimlive
@drjaytee87
@nickmangwana
@edmnangagwa
@hstvnews
@thandzlk
@maweremhizha
@advocatemahere
@newshawkslive
@harare_1

Top Replied-To in G6:
@agoodfireburns
@john43120139
@keir_starmer
@peterjukes
@chunkyshoota
@esqpab
@janices14628781
@decyfa
@jasonchivers7
@adam_hosker

Top Replied-To in G7:
@khuselas
@ntombizwane13
@cyrilramaphosa
@mmusimaimane
@mbuyisenindlozi
@setsokotsane4
@tndaba
@maso_90

Top Replied-To in G8:
@carlsmcqueen
@nhsnurse15
@itvnews
@stevebakerhw
@samholdertv
@skynews
@2somethingsweet
@ellabrand6
@jewel_thin
@kellsley

Top Replied-To in G9:
@andrewhewat
@100dianne
@opus135
@aliciatdennis
@patientsafe3
@dlmetcalf
@bprophetable
@drvyom
@fishjourner
@drajm

Top Replied-To in G10:
@drrosemaryl
@lewyhughey
@cnagpaul
@davidshukmanbbc
@ahmedaftab68
@dailyjlee
@medicweary
@danwhite1972
@parthaskar
@drtomlinsonep

Top Mentioned
Top Mentioned in Entire Graph:
@dyradyre
@agoodfireburns
@daddyhope
@drvyom
@udhaystalin
@perthppe
@pat_thaipbs
@socialm85897394
@borisjohnson
@zimlive

Top Mentioned in G1:
@dyradyre

Top Mentioned in G2:
@osedirectory

Top Mentioned in G3:
@borisjohnson
@mrjamesob
@matthancock
@nadhimzahawi
@rishisunak
@phe_uk
@cmo_england
@nhsuk
@skynews
@mellors_karen

Top Mentioned in G4:
@perthppe
@mystouruss
@kingdomppeinter
@telltheworldilu
@allaroundperth
@tingtamjaip
@loveppe2003
@ppetrends
@ps_officialth
@pttyy2

Top Mentioned in G5:
@daddyhope
@zimlive
@drjaytee87
@advocatemahere
@s_harudzibwi
@mohcczim
@tendayizinyama
@tabanimcgucci
@nickmangwana
@zicom_zimbabwe

Top Mentioned in G6:
@agoodfireburns
@keir_starmer
@mrjamesob
@peterjukes
@mojos55
@ruth_wishart
@talespan
@mac_puck
@marywoo41450098
@lbc

Top Mentioned in G7:
@khuselas
@missb20_10
@zakesmda
@mbuyisenindlozi
@iamladyeeelle
@nhlanhla_365
@mmusimaimane
@mthuli4
@cyrilramaphosa
@tsholo_rosey

Top Mentioned in G8:
@carlsmcqueen
@ukactionteam
@stimmo
@nhsnurse15
@msreptarmarie
@2somethingsweet
@justinfarrimond
@gavinwilliamson
@gaycatdad1
@uk_domain_names

Top Mentioned in G9:
@drvyom
@njbbari3
@patientsafe3
@rajah_mich
@dlmetcalf
@elouise_april3
@aliciatdennis
@vstmmjj
@andrewhewat
@drajm

Top Mentioned in G10:
@thebma
@davidshukmanbbc
@mjb302
@hughes_eilir
@lewyhughey
@ipaperviews
@ahmedaftab68
@rcslt
@jolyonmaugham

Top Tweeters
Top Tweeters in Entire Graph:
@subwayjp
@virginmedia
@edinburghwatch
@s9tmt
@manchan_sub_acc
@himawali_online
@mackaysuzie
@femtech_
@andyvermaut
@bannerite

Top Tweeters in G1:
@razleenrazlan
@aliea_natasha
@ikhayun
@dyradyre
@oojiley
@aishrdy_
@masmona__
@myrsbelleza_
@nrfzhathrhhh
@husnasamanuri_

Top Tweeters in G2:
@andyvermaut
@it_securitynews
@rattlecans
@phetumphai
@jebba11
@needaphone
@joviannfeed
@breakingnewsie
@worthless_bums
@__bhb__

Top Tweeters in G3:
@hazelglasgow
@davidlance3
@jorichardskent
@bbcnews
@skynews
@mrs_coyle
@theroigner
@davelawson35
@thumbfive
@hawkins_carole

Top Tweeters in G4:
@bumbimknok
@schinarat
@bluesherbet_
@boonzoonlee
@tkmmtrigon
@wastedheart_
@52squared_
@smileforperth
@kapkapp
@md_ppe

Top Tweeters in G5:
@esnesy
@shonatiger
@lynnestactia
@akankebillions
@pillay_cglm
@wamagaisa
@i_am_bucie
@nicolawatson13
@souldeepzim
@sophie_mokoena

Top Tweeters in G6:
@lesleygsmith3
@wildwalkerwoman
@tadrow
@mojos55
@lopcute
@chiclanagirl
@mirabarhillel
@dormousegirl
@innamood
@hullfair

Top Tweeters in G7:
@ntsikimazwai
@unathi_kwaza
@bennittolindani
@hlakes_
@zhitovic
@akanyangm
@mxo1
@pnmaster_
@unmovedlee
@isiphosihle

Top Tweeters in G8:
@sandradunn1955
@curiocat13
@xraypat
@shirleyyoung2
@caroljhedges
@daphne_miles
@pennytindall
@philmorandi
@gareth0108
@drlindadykes

Top Tweeters in G9:
@mackaysuzie
@msmwatchdog2013
@sallyrmelb
@ketaminh
@opa1420
@bprophetable
@abcnews
@mcolvinmckenzie
@mangotree_books
@bombergrl2000

Top Tweeters in G10:
@pash22
@webberc5webber
@rachelmann123
@susannaamala5
@larochecs
@petermbenglish
@parthaskar
@jolyonmaugham
@_xas_
@cheynesue


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