PPE, Twitter, 10/26/2021 3:04:54 PM, 264812


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PPE_2021-10-26_02-24-01.xlsx
PPE_2021-10-26_02-24-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 26, 2021
Short Description:
PPE via NodeXL https://bit.ly/3mfn67a
@bellribeiroaddy
@gitoma1
@trackntracer
@dgurdasani1
@goodlawproject
@mamatoronto
@dpjhodges
@meganranney
@aprilmay001
@cpita3

Top hashtags:
#zpelxperth
#kdppe
#perthtanapon
#ppe
#ptd_on_stage
#permissiontodanceonstage
#covid

Description:
Description
The graph represents a network of 8,407 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 Tuesday, 26 October 2021 at 09:31 UTC.

The requested start date was Tuesday, 26 October 2021 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, 5-hour, 17-minute period from Saturday, 23 October 2021 at 07:04 UTC to Monday, 25 October 2021 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 : 8407
Unique Edges : 5663
Edges With Duplicates : 11455
Total Edges : 17118
Number of Edge Types : 5
Retweet : 4737
MentionsInRetweet : 6267
Replies to : 1750
Mentions : 2608
Tweet : 1756
Self-Loops : 1804
Reciprocated Vertex Pair Ratio : 0.0204789251273161
Reciprocated Edge Ratio : 0.0401359099596517
Connected Components : 1284
Single-Vertex Connected Components : 390
Maximum Vertices in a Connected Component : 2889
Maximum Edges in a Connected Component : 6490
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.170355
Graph Density : 0.000133268728140596
Modularity : 0.555859
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,407 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 Tuesday, 26 October 2021 at 09:31 UTC.

The requested start date was Tuesday, 26 October 2021 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, 5-hour, 17-minute period from Saturday, 23 October 2021 at 07:04 UTC to Monday, 25 October 2021 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:
[38] https://www.wsws.org/en/articles/2021/10/16/oned-o16.html
[30] https://actions.goodlawproject.org/recover_the_money_wasted_on_duff_ppe
[17] https://metro.co.uk/2021/10/21/mounting-waste-as-government-fails-to-sell-98000000-worth-of-ppe-15463030/
[13] https://www.instagram.com/accounts/login/
[12] https://ppe-for-usa.com/
[12] https://www.youtube.com/watch?v=zhXgLNVi3rI&feature=youtu.be

[10] https://bylinetimes.com/2020/10/25/500-million-government-ppe-deals-conservative-companies-donors/
[9] https://www.news24.com/news24/southafrica/news/ex-gauteng-health-cfo-loses-bid-to-have-premier-makhura-held-liable-for-ppe-scandal-20211025
[8] https://trib.al/6wwtvGg
[8] https://ppe-for-usa.com/N95-High-Filtration-Face-Masks-for-Consumers-Made-In-USA-p266110077

Top URLs in Tweet in G1:
[1] https://twitter.com/ByDonkeys/status/1451521864136859668
[1] https://twitter.com/Dellboy29670181/status/1451815292628254729

Top URLs in Tweet in G2:
[5] https://www.cnn.com/2021/10/24/health/medical-gloves-us-thailand-investigation-cmd-intl/index.html
[2] https://www.derbytelegraph.co.uk/news/local-news/derbyshire-labourer-died-after-working-6101120
[2] https://www.dhakatribune.com/business/2021/10/24/uk-to-help-beximco-make-international-standard-ppe
[2] https://www.businessplanquickbuilder.com/PPEProducerbusinessplan
[2] https://twitter.com/DPJHodges/status/1452523408114208772
[2] http://www.maskpro.us/
[2] https://www.news24.com/
[1] https://www.theguardian.com/world/2021/oct/23/covid-testing-failures-at-uk-lab-should-have-been-flagged-within-days?CMP=Share_AndroidApp_Other
[1] https://www.mylondon.news/news/london-underground-staff-lacked-ppe-21945618
[1] https://twitter.com/ByDonkeys/status/1450777137003237382

Top URLs in Tweet in G3:
[37] https://www.wsws.org/en/articles/2021/10/16/oned-o16.html
[6] https://www.amazon.ca/dp/B08XN5W5ZR/ref=cm_sw_r_tw_dp_XB85PCG6R7BEBYRK90VW
[3] https://bc.ctvnews.ca/ceo-of-health-authority-leaves-organization-after-report-into-alleged-misspending-1.5302631
[2] https://twitter.com/realreporter/status/1451386616673710101
[2] https://twitter.com/pressprogress/status/1452271778072600581
[2] http://presentation.It
[1] https://twitter.com/cbcnewsbc/status/1451743428962709504
[1] https://twitter.com/MerlinofCanada/status/1451709140418523136
[1] https://ppe.cc/goods/laianzhi-kp39210-ffp3-mask-particulate-respirator/
[1] https://twitter.com/ppetoheros/status/1403527958455898113

Top URLs in Tweet in G4:
[4] https://jodatu.wordpress.com/2021/07/31/is-labours-proposed-policy-of-buy-make-and-sell-more-in-britain-much-ado-about-nothing-or-potentially-harmful-to-the-united-kingdoms-export-trade/
[2] https://www.theguardian.com/uk-news/2021/oct/18/uk-government-told-reveal-firms-given-vip-covid-contracts-ppe?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1634583508
[2] https://trib.al/jgrN9kB
[1] https://www.theguardian.com/world/2021/oct/07/private-hospitals-treated-eight-covid-patients-a-day-during-pandemic-says-report
[1] https://twitter.com/SkyNews/status/1452544928580579331
[1] https://www.thelondoneconomic.com/news/cronyism-as-tory-councillor-handed-156-million-ppe-contract-without-competition-205040/
[1] https://twitter.com/msjanebond007/status/1452579909591777281
[1] https://twitter.com/sajidjavid/status/1452572158144696322
[1] https://twitter.com/GedlingEye/status/1452539999413547014
[1] https://twitter.com/bydonkeys/status/1451521864136859668

Top URLs in Tweet in G5:
[12] https://www.instagram.com/accounts/login/
[5] https://play.google.com/store/apps/details?id=com.xoxo.tpopapp
[4] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fzpelthailand5%2F
[4] http://khun.lp.makeup
[3] https://twitter.com/boonzoonlee/status/1451803035370340355
[2] https://apps.apple.com/th/app/t-pop/id1575851136?l=th
[2] https://www.youtube.com/watch?v=KUHvNpTUSJg&feature=youtu.be

[2] https://www.youtube.com/watch?v=GSNAA6hKduA&feature=youtu.be

[2] http://khun.Ip.makeup
[2] https://www.youtube.com/watch?v=6-u5oyg6ChQ&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://twitter.com/DrTonyLeachon/status/1452451101555376131

Top URLs in Tweet in G7:
[1] https://twitter.com/PickardJE/status/1452356923202981894
[1] https://www.theguardian.com/environment/2021/jul/09/southern-water-fined-90m-for-deliberately-pouring-sewage-into-sea
[1] https://twitter.com/neilsmithgmb/status/1451136153017593865
[1] https://www.bbc.co.uk/news/uk-55275597
[1] https://twitter.com/tootingsouth/status/1451710424768974850

Top URLs in Tweet in G8:
[8] https://actions.goodlawproject.org/recover_the_money_wasted_on_duff_ppe
[1] https://www.dailymail.co.uk/debate/article-10123787/DAN-HODGES-Save-planet-Boris-axeing-farcical-summit-worlds-worst-hypocrites.html
[1] https://www.theguardian.com/world/2021/oct/07/private-hospitals-treated-eight-covid-patients-a-day-during-pandemic-says-report
[1] https://goodlawproject.org/update/patel-mirza-and-the-middlemen/
[1] https://bylinetimes.com/2020/10/25/500-million-government-ppe-deals-conservative-companies-donors/
[1] https://twitter.com/NewsForAllUK/status/1452278067909611526
[1] https://www.bmj.com/content/372/bmj.n511
[1] https://theintercept.com/2020/04/30/boris-johnsons-coronavirus-lies/
[1] https://www.opendemocracy.net/en/dark-money-investigations/record-profits-for-firm-involved-in-bungled-250m-ppe-deal/
[1] https://www.dailymail.co.uk/news/article-9630911/Priti-Patels-SECOND-bid-help-friend-win-PPE-deal-worth-millions.html

Top URLs in Tweet in G9:
[22] https://actions.goodlawproject.org/recover_the_money_wasted_on_duff_ppe
[2] https://metro.co.uk/2021/10/21/mounting-waste-as-government-fails-to-sell-98000000-worth-of-ppe-15463030/
[2] https://www.faceshieldmanufacturer.co.uk/shop
[2] https://goodlawproject.org/news/they-have-to-reveal-the-names/?utm_source=Twitter&utm_medium=social%20media&utm_campaign=Procurement%201810
[1] https://actions.goodlawproject.org/recover_the_money_wasted_on_duff_ppe?recruiter_id=155146
[1] https://glplive.org/tzj
[1] https://youtu.be/BStrGLCTMTk
[1] https://www.faceshieldmanufacturer.co.uk/product/face-shields
[1] https://www.faceshieldmanufacturer.co.uk/ppe-visors
[1] https://actions.goodlawproject.org/recover_the_money_wasted_on_duff_ppe?recruiter_id=222469

Top Domains
Top Domains in Tweet in Entire Graph:
[281] twitter.com
[90] goodlawproject.org
[60] co.uk
[44] youtube.com
[38] wsws.org
[31] ppe-for-usa.com
[24] co.jp
[17] theguardian.com
[17] instagram.com
[13] news24.com

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

Top Domains in Tweet in G2:
[69] twitter.com
[13] co.uk
[7] youtube.com
[5] theguardian.com
[5] cnn.com
[5] blogspot.com
[3] co.za
[3] news24.com
[2] gettyimages.com
[2] tiktok.com

Top Domains in Tweet in G3:
[37] wsws.org
[10] twitter.com
[6] amazon.ca
[3] ctvnews.ca
[2] presentation.it
[1] ppe.cc
[1] cbc.ca
[1] co.uk
[1] canada.ca
[1] donorschoose.org

Top Domains in Tweet in G4:
[12] twitter.com
[7] theguardian.com
[4] wordpress.com
[2] trib.al
[1] thelondoneconomic.com
[1] goodlawproject.org
[1] foreignpolicy.com
[1] bylinetimes.com
[1] channel4.com
[1] bbc.com

Top Domains in Tweet in G5:
[17] twitter.com
[14] instagram.com
[9] youtube.com
[5] google.com
[5] facebook.com
[5] weibo.cn
[4] lp.makeup
[2] apple.com
[2] ip.makeup
[2] iesdouyin.com

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

Top Domains in Tweet in G7:
[3] twitter.com
[1] theguardian.com
[1] co.uk

Top Domains in Tweet in G8:
[9] goodlawproject.org
[4] co.uk
[2] twitter.com
[1] theguardian.com
[1] bylinetimes.com
[1] bmj.com
[1] theintercept.com
[1] opendemocracy.net

Top Domains in Tweet in G9:
[80] goodlawproject.org
[9] co.uk
[3] twitter.com
[1] glplive.org
[1] youtu.be
[1] cnn.com
[1] org.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[330] zpelxperth
[193] kdppe
[171] perthtanapon
[163] ppe
[118] ptd_on_stage
[98] permissiontodanceonstage
[47] covid
[40] covid19
[29] into1
[24] ptdonstage



Top Hashtags in Tweet in G1:
[2] 10drowninginshitst
[1] dodgy
[1] ppe
[1] eatouttohelpout
[1] bbl
[1] offshore
[1] freeze
[1] expenses
[1] sewagescandal
[1] gtto

Top Hashtags in Tweet in G2:
[49] ppe
[9] bs2021
[6] workwear
[6] safety
[6] gloves
[4] covid19
[4] nhs
[4] safetyfirst
[4] construction
[4] workgloves

Top Hashtags in Tweet in G3:
[7] votefordout2022
[3] covidisairborne
[2] onted
[2] firelecce
[1] mandatoryvaccination
[1] incompetence
[1] phushatekids
[1] oecta
[1] dpcdsb
[1] nevervoteconservative

Top Hashtags in Tweet in G4:
[2] redzone
[2] bluezone
[1] sewage
[1] trackandtrace
[1] ppe
[1] poverty
[1] shitonthebeaches
[1] rawsewage
[1] sewageparty
[1] brexit

Top Hashtags in Tweet in G5:
[329] zpelxperth
[193] kdppe
[171] perthtanapon
[29] into1
[22] supernovaegames2021
[22] into1_wonderland
[18] เนเน่
[16] บวงสรวงแอบหลงรัก5925
[14] saint_sup
[13] nenexspnvinterteam

Top Hashtags in Tweet in G6:
[1] ambagnileni
[1] labanleni2022
[1] lenikiko2022

Top Hashtags in Tweet in G7:
[1] torycorruption
[1] torycronyism

Top Hashtags in Tweet in G8:
[4] nhs
[3] ppe
[2] torycorruption
[2] johnsonout
[2] pritipatel
[2] israel
[2] blacklivesmatter
[2] ukisnotinnocent
[1] torykakistocracy
[1] torycriminalsunfittogovern

Top Hashtags in Tweet in G9:
[14] ppe
[4] faceshields
[3] manufacturing
[3] iew
[2] facevisors
[2] covid19
[2] healthandsafety
[2] hse
[2] firstaid
[2] firesafety

Top Hashtags in Tweet in G10:
[1] ฝ่าโควิดxbkppfc

Top Words
Top Words in Tweet in Entire Graph:
[3549] ppe
[786] comfortable
[784] sitting
[767] mps
[743] sa
[735] masks
[678] government
[635] tory
[536] น
[525] ค

Top Words in Tweet in G1:
[408] bellribeiroaddy
[407] tory
[407] mps
[407] comfortable
[406] masks
[405] government
[405] minister
[405] brushed
[405] complaints
[405] shunning

Top Words in Tweet in G2:
[328] ppe
[49] #ppe
[27] covid
[20] more
[18] ด
[18] work
[18] sa
[16] full
[16] masks
[15] money

Top Words in Tweet in G3:
[282] ppe
[174] superior
[123] sflecce
[95] gator_gum
[95] himself
[94] reminder
[94] providing
[94] self
[94] branded
[94] promote

Top Words in Tweet in G4:
[209] ppe
[57] track
[54] trace
[45] contracts
[43] nhs
[42] money
[33] rishisunak
[32] billions
[30] tory
[27] friends

Top Words in Tweet in G5:
[452] น
[329] #zpelxperth
[306] ค
[280] ก
[245] ม
[213] ร
[193] #kdppe
[171] คร
[171] #perthtanapon
[155] ว

Top Words in Tweet in G6:
[668] sa
[311] infectious_dx
[303] leni
[294] ako
[294] ano
[294] katrabaho
[294] bbm
[293] kanina
[293] canteen
[293] namin

Top Words in Tweet in G7:
[306] comfortable
[306] sitting
[306] mps
[291] set
[288] hours
[288] mask
[287] gillian
[287] keegan
[287] calls
[287] sajid

Top Words in Tweet in G8:
[214] dpjhodges
[158] trace
[140] spent
[139] test
[122] nhs
[114] serco
[105] except
[101] went
[97] actually
[97] bung

Top Words in Tweet in G9:
[155] goodlawproject
[149] companies
[133] ppe
[123] full
[122] govuk
[122] petition
[122] deliver
[121] asking
[121] conduct
[121] review

Top Words in Tweet in G10:
[370] ท
[187] นท
[186] ทางท
[186] ร
[185] สว
[185] สด
[185] ค
[185] ะ
[185] มขออ
[185] พเดทและแจ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[780] comfortable,sitting
[454] very,comfortable
[453] tory,mps
[449] government,minister
[448] minister,brushed
[448] brushed,complaints
[448] complaints,tory
[448] mps,shunning
[448] shunning,masks
[448] masks,very

Top Word Pairs in Tweet in G1:
[406] tory,mps
[405] government,minister
[405] minister,brushed
[405] brushed,complaints
[405] complaints,tory
[405] mps,shunning
[405] shunning,masks
[405] masks,very
[405] very,comfortable
[405] comfortable,sitting

Top Word Pairs in Tweet in G2:
[13] full,ppe
[11] ด,ppe
[10] ppe,contracts
[9] ช,ด
[8] wearing,ppe
[7] personal,protective
[6] protective,equipment
[5] ppe,ก
[5] naka,ppe
[5] pakai,ppe

Top Word Pairs in Tweet in G3:
[172] superior,ppe
[94] reminder,sflecce
[94] sflecce,providing
[94] providing,self
[94] self,branded
[94] branded,superior
[94] ppe,promote
[94] promote,himself
[94] himself,simultaneously
[94] simultaneously,insisting

Top Word Pairs in Tweet in G4:
[48] track,trace
[39] ppe,contracts
[12] ppe,track
[11] trace,ppe
[11] oxford,ppe
[10] money,given
[10] quick,math
[10] math,check
[10] check,rishi
[10] rishi,sunak

Top Word Pairs in Tweet in G5:
[124] #kdppe,#perthtanapon
[123] คร,ม
[121] มของช,คร
[118] ยนเป,น
[92] ppetrends,#zpelxperth
[91] kingdom,ppe
[81] เห,นหน
[80] รอยย,มของช
[78] kdppe,ค
[78] ค,ออะไร

Top Word Pairs in Tweet in G6:
[293] kanina,sa
[293] sa,canteen
[293] canteen,namin
[293] namin,ako
[293] ako,daming
[293] daming,taga
[293] taga,bicol
[293] bicol,pala
[293] pala,dito
[293] dito,sa

Top Word Pairs in Tweet in G7:
[306] comfortable,sitting
[287] gillian,keegan
[287] keegan,comfortable
[287] sitting,hours
[287] hours,mask
[287] mask,calls
[287] calls,sajid
[287] sajid,javid
[287] javid,mps
[287] mps,set

Top Word Pairs in Tweet in G8:
[107] test,trace
[96] dpjhodges,except
[96] except,really
[96] really,spent
[96] spent,nhs
[96] nhs,28bn
[96] 28bn,went
[96] went,test
[96] trace,actually
[96] actually,serco

Top Word Pairs in Tweet in G9:
[122] companies,deliver
[121] petition,asking
[121] asking,govuk
[121] govuk,conduct
[121] conduct,full
[121] full,review
[121] review,companies
[93] goodlawproject,petition
[89] signed,goodlawproject
[85] deliver,adequate

Top Word Pairs in Tweet in G10:
[185] สว,สด
[185] สด,ค
[185] ค,ะ
[185] ะ,ทางท
[185] ทางท,มขออ
[185] มขออ,พเดทและแจ
[185] พเดทและแจ,งว
[185] งว,าเง
[185] าเง,นท
[185] นท,ท

Top Replied-To
Top Replied-To in Entire Graph:
@dpjhodges
@monyo_ppe
@kon_ppe
@perthppe
@fai_ppe
@yasu_ppe
@ppe_ee825
@john_ppe
@emmett_dog
@skynews

Top Replied-To in G1:
@bellribeiroaddy
@sazmeister88
@marcuschown
@patrobi97935900

Top Replied-To in G3:
@sflecce
@imgrund
@liadepauw
@dgurdasani1
@thehill
@cristina_cp24
@liamfox
@lookingin2it
@vicevans4148
@talk2oleary

Top Replied-To in G4:
@skynews
@toryboypierce
@sajidjavid
@johnredwood
@gbnews
@peston
@matthancock
@dpjhodges
@bbcpolitics
@dr2nisreenalwan

Top Replied-To in G5:
@perthppe
@bplannnnn
@wine_zorory
@boomytorao
@moo_katoon_ppe
@wa_ppe
@lucksikappe
@makemacan
@loveis_ent
@mmarksiwat

Top Replied-To in G6:
@infectious_dx
@jeniieandpeers

Top Replied-To in G7:
@snb19692
@willshome
@canteentalk
@ianmaher7

Top Replied-To in G8:
@dpjhodges
@craig4nwarks
@brexit_sham
@ukparliament
@mrsabc321
@karlmccartney
@aziraphael
@johnwest_jaws
@scottories
@craigpcc

Top Replied-To in G9:
@barhambird
@goodlawproject
@globalhlthtwit
@patrickgcox
@bydonkeys
@jlfphoto
@lucyallan
@katecox59582715
@drmeenalviz
@gardening_kate

Top Mentioned
Top Mentioned in Entire Graph:
@bellribeiroaddy
@infectious_dx
@gitoma1
@donationxbkppfc
@dpjhodges
@goodlawproject
@govuk
@sflecce
@perthppe
@ppetrends

Top Mentioned in G1:
@bellribeiroaddy
@nc4luvrus
@pdwriter
@heather_c_c
@marcuschown
@conservatives
@didoharding
@brexitrage
@laracapybara
@ronconnolly11

Top Mentioned in G2:
@ultimora_pol
@panwarisa
@bobclubs
@bastard_bot87
@theammosource

Top Mentioned in G3:
@sflecce
@gator_gum
@imgrund
@dgurdasani1
@cheridinovo
@vicleungiddoc
@smbilodeau
@d
@cv_cev
@fordnation

Top Mentioned in G4:
@rishisunak
@borisjohnson
@sajidjavid
@matthancock
@skynews
@dpjhodges
@peston
@markhazard2020
@brexitrage
@hawkins_carole

Top Mentioned in G5:
@perthppe
@ppetrends
@bplannnnn
@boonzoonlee
@allaroundperth
@ppe2003perth
@perthplangun
@loveinppe
@loveis_ent
@iam_treewi

Top Mentioned in G6:
@infectious_dx
@davaoforleni
@black_tanktop
@kalakumag
@teamlenikiko
@kring_marie
@jetskipamore

Top Mentioned in G7:
@gitoma1
@bellribeiroaddy
@lizzyjprice
@fbunational
@neilupthetics
@canteentalk
@goodlawproject
@dinosaur_e
@lucypascoe1984
@willshome

Top Mentioned in G8:
@dpjhodges
@mac_puck
@suesuezep
@conservatives
@ledredman
@william24625705
@sf_chris
@redsarah99
@olwyn_55
@johnmcternan

Top Mentioned in G9:
@goodlawproject
@govuk
@redflame1960
@franziipan
@jolyonmaugham
@bellribeiroaddy
@mmaher70
@bilfrejoiner
@bydonkeys
@gem_abbott

Top Mentioned in G10:
@donationxbkppfc

Top Tweeters
Top Tweeters in Entire Graph:
@famima_reply
@kirin_brewery
@suntory
@caramelcorn1971
@famima_now
@kirin_company
@asahiinryo_jp
@angelus_0923
@infoitinterno
@ichibankuji

Top Tweeters in G1:
@lesleygsmith3
@dingabelle
@christinejameis
@euethnic
@leocullen4
@fiona_fionnagal
@j_sutherland2
@magapanthus
@johnedginton
@againsthunting

Top Tweeters in G2:
@infoitinterno
@anamafalda1992
@sabreakingnews
@wthrcom
@danspena
@wfmy
@daily_record
@nyroyalking
@mychinapress
@vintiquesmark

Top Tweeters in G3:
@thehill
@dailymirror
@meeksvs
@hopealdridge
@kathy73921688
@raesnape
@miftyjackson
@anniegirl1138
@sweetie_tweeter
@jodikoberinski

Top Tweeters in G4:
@thefabledaesop
@guardian
@spanishdan1
@paulpaul49
@skynews
@bbcnews
@aunty_shirley
@irisstylosa
@standardnews
@benedictmpwhite

Top Tweeters in G5:
@noonathty
@bumbimknok
@js100radio
@schinarat
@fahsxp
@boonzoonlee
@mayny_sb
@tkmmtrigon
@nunamaki_kyumin
@juthamas161

Top Tweeters in G6:
@manaloviring
@pinoymommy
@jensetter00
@vertacoy
@serrano_rene
@sisaisagani
@mhiel0807
@choleng68
@eveliaquinte2
@amyslayer

Top Tweeters in G7:
@roadwarrior29
@pingachoo
@glynmoody
@daphne_miles
@willshome
@cristinaprkr
@xpressanny
@peterandann
@havantacluotmp
@lindjw

Top Tweeters in G8:
@s9tmt
@independent
@fleming77
@curiocat13
@mariamuser
@blondiesa
@terryelaineh1
@hugorelly
@idontmind64
@caz5697

Top Tweeters in G9:
@sandradunn1955
@manatrue
@theroigner
@lindyyorkslass
@kevthecheff
@knitagran
@jamdodger4
@reggaecrisp1
@grb090423
@ukbreturn

Top Tweeters in G10:
@justbenan
@wis_tathh
@da_2001bts
@nchry_m
@frenchzblue
@peachboy1299
@stxnovel
@gshnv_
@bwerkitch
@geeeebkpp


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