PPE, Twitter, 6/2/2021 6:09:54 PM, 256156


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PPE_2021-06-02_00-48-01.xlsx
PPE_2021-06-02_00-48-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2021
Short Description:
PPE via NodeXL https://bit.ly/3g4RRHF
@mezzoprezzo
@goodlawproject
@mkstalin
@httweets
@bbcnews
@glenharveyjones
@meenu12mittal
@kagsyforpm
@catherinedeveuv
@jon_trickett

Top hashtags:
#nhs
#brexit
#torycorruption
#covid19
#indiafightscorona
#ppe
#westandwithstalin

Description:
Description
The graph represents a network of 8,218 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 Wednesday, 02 June 2021 at 07:56 UTC.

The requested start date was Wednesday, 02 June 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, 0-hour, 19-minute period from Sunday, 30 May 2021 at 12:03 UTC to Tuesday, 01 June 2021 at 12:22 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 : 8218
Unique Edges : 3765
Edges With Duplicates : 13645
Total Edges : 17410
Number of Edge Types : 5
Retweet : 6026
MentionsInRetweet : 7232
Tweet : 1213
Replies to : 752
Mentions : 2187
Self-Loops : 1250
Reciprocated Vertex Pair Ratio : 0.00845967919138651
Reciprocated Edge Ratio : 0.0167774267349384
Connected Components : 1005
Single-Vertex Connected Components : 335
Maximum Vertices in a Connected Component : 4479
Maximum Edges in a Connected Component : 10705
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.393266
Graph Density : 0.000135930196889537
Modularity : 0.521831
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,218 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 Wednesday, 02 June 2021 at 07:56 UTC.

The requested start date was Wednesday, 02 June 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, 0-hour, 19-minute period from Sunday, 30 May 2021 at 12:03 UTC to Tuesday, 01 June 2021 at 12:22 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:
[81] https://www.dailymaverick.co.za/article/2021-05-30-saps-blew-r1-6bn-in-irregular-ppe-expenditure-from-march-to-august-2020-confidential-internal-audit-uncovers/
[43] https://www.mirror.co.uk/news/politics/matt-hancock-lied-crucial-ppe-24213140?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[36] https://www.telegraph.co.uk/news/2021/05/29/ppe-supplier-accuses-ministers-squandering-millions-snubbing/
[35] https://www.msn.com/en-gb/money/other/priti-patels-second-bid-to-help-friend-win-ppe-deal-worth-millions/ar-AAKuSo0?ocid=BingNewsSearch
[32] https://www.dailymail.co.uk/news/article-9636245/Covid-victims-corpse-thrown-river-PPE-wearing-relatives-India.html?ito=social-twitter_mailonline
[17] https://www.liverpoolecho.co.uk/news/liverpool-news/mersey-company-forced-lay-staff-19311174?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[14] https://www.dailymail.co.uk/news/article-9636245/Covid-victims-corpse-thrown-river-PPE-wearing-relatives-India.html
[9] https://www.dailymail.co.uk/news/article-9630911/Priti-Patels-SECOND-bid-help-friend-win-PPE-deal-worth-millions.html
[9] https://www.thebetterindia.com/255853/nihaal-singh-aadarsh-ppe-kit-cov-tech-ventilation-system-watt-technologies-k-j-somaiya-engineering-college-student-innovation-pune-startup-him16/
[6] https://www.dailymaverick.co.za/article/2021-05-30-saps-blew-r1-6bn-in-irregular-ppe-expenditure-from-march-to-august-2020-confidential-internal-audit-uncovers/?utm_source=dlvr.it&utm_medium=twitter&&__twitter_impression=true

Top URLs in Tweet in G1:
[6] https://www.ndtv.com/tamil-nadu-news/mk-stalin-enters-covid-wards-in-ppe-suit-to-reassure-doctors-patients-2452427
[1] https://twitter.com/hollywoodcurry/status/1398999897463037956
[1] https://www.hindustantimes.com/india-news/tamil-nadu-cm-stalin-wears-ppe-kit-to-coimbatore-s-covid-19-ward-to-boost-morale-of-staff-101622399443257.html
[1] https://twitter.com/Udhaystalin/status/1398940380058374144
[1] https://news7tamil.live/cm-stalin-inspects-coimbatore-esi-hospital-with-ppe-kit.html
[1] https://twitter.com/Shilpa1308/status/1398913547887775749
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FDMKITwing%2Fvideos%2F1452568708411861%2F

Top URLs in Tweet in G2:
[11] https://www.liverpoolecho.co.uk/news/liverpool-news/mersey-company-forced-lay-staff-19311174?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[3] https://www.thetimes.co.uk/article/queens-grandson-takes-the-vip-route-to-angle-for-covid-deals-5mrfmkjq8
[3] https://www.mirror.co.uk/news/politics/matt-hancock-lied-crucial-ppe-24213140?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[3] https://socialistworker.co.uk/art/51887/Priti+Patel+was+lobbying+over+dodgy+PPE+deals
[2] https://www.dailymail.co.uk/wires/pa/article-9618087/This-just-beginning-says-Good-Law-Project-founder-ahead-PPE-ruling.html
[2] https://twitter.com/GoodLawProject/status/1399665689439477762
[1] https://actions.goodlawproject.org/subscribe
[1] https://www.telegraph.co.uk/news/2021/05/29/ppe-supplier-accuses-ministers-squandering-millions-snubbing/
[1] https://www.dailymail.co.uk/news/article-9630911/amp/Priti-Patels-SECOND-bid-help-friend-win-PPE-deal-worth-millions.html
[1] https://goodlawproject.org/news/tory-party-102m-ppe-contract/

Top URLs in Tweet in G3:
[3] https://www.liverpoolecho.co.uk/news/liverpool-news/mersey-company-forced-lay-staff-19311174?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/glenharveyjones/status/1399281776565133313
[1] https://bylinetimes.com/2021/02/10/friend-of-matt-hancock-wins-14-4-million-ppe-contract/
[1] https://twitter.com/richardscribbl1/status/1399643831914708992

Top URLs in Tweet in G4:
[5] https://www.dailymaverick.co.za/article/2021-05-30-saps-blew-r1-6bn-in-irregular-ppe-expenditure-from-march-to-august-2020-confidential-internal-audit-uncovers/
[4] https://www.dailymaverick.co.za/article/2021-05-30-saps-blew-r1-6bn-in-irregular-ppe-expenditure-from-march-to-august-2020-confidential-internal-audit-uncovers/?utm_source=dlvr.it&utm_medium=twitter&&__twitter_impression=true
[3] https://www.dailymail.co.uk/news/article-9636245/Covid-victims-corpse-thrown-river-PPE-wearing-relatives-India.html
[3] https://cleanair3.com/landingpage/
[2] https://businessfirst.co.uk/news
[2] https://gobnewsonline.com/absa-bank-supports-ten-schools-with-ppe-to-fight-covid-19/
[2] https://twitter.com/summerhill1003/status/1399308242300203009
[2] https://www.instagram.com/accounts/login/
[2] https://telecom.economictimes.indiatimes.com/news/cognizant-announces-nationwide-covid-19-vaccination-drive-for-associates/83137771
[2] https://www.ipfonline.com/news/detail/industrynews/mumbai-based-startup-indra-water-develops-disinfection-system/12239

Top URLs in Tweet in G5:
[2] https://twitter.com/Ethirajans/status/1398948658603724800

Top URLs in Tweet in G6:
[1] https://www.mirror.co.uk/news/politics/matt-hancock-lied-crucial-ppe-24213140#ICID=Android_TMNewsApp_AppShare
[1] https://bylinetimes.com/2021/05/25/one-third-of-billionaires-on-the-sunday-times-rich-list-have-donated-62-million-to-the-conservative-party/
[1] https://www.dailymail.co.uk/news/article-9636245/Covid-victims-corpse-thrown-river-PPE-wearing-relatives-India.html?ito=social-twitter_mailonline

Top URLs in Tweet in G7:
[35] https://www.telegraph.co.uk/news/2021/05/29/ppe-supplier-accuses-ministers-squandering-millions-snubbing/
[35] https://www.msn.com/en-gb/money/other/priti-patels-second-bid-to-help-friend-win-ppe-deal-worth-millions/ar-AAKuSo0?ocid=BingNewsSearch
[1] https://besafebuyreal.ul.org/resource/counterfeit-respirators
[1] https://twitter.com/DemsAbroadThai/status/1394286367287386113
[1] https://metro.co.uk/2021/05/15/priti-patel-accused-of-breaching-code-by-lobbying-for-20000000-ppe-deal-14587167/amp/
[1] https://www.bbc.co.uk/news/uk-56400527
[1] https://metro.co.uk/2021/03/08/hancocks-department-did-90m-ppe-deal-with-firm-listed-at-hotel-room-14210310/
[1] https://www.standard.co.uk/news/uk/ppe-bribes-china-uk-government-pestfix-b936043.html
[1] https://www.standard.co.uk/news/uk/government-agreed-spending-substandard-masks-ppe-covid-b935860.html
[1] https://www.standard.co.uk/news/uk/ayanda-ppe-high-court-pestfix-good-law-project-b935795.html

Top URLs in Tweet in G8:
[57] https://www.dailymaverick.co.za/article/2021-05-30-saps-blew-r1-6bn-in-irregular-ppe-expenditure-from-march-to-august-2020-confidential-internal-audit-uncovers/
[2] https://www.dailymaverick.co.za/article/2021-05-30-saps-blew-r1-6bn-in-irregular-ppe-expenditure-from-march-to-august-2020-confidential-internal-audit-uncovers/?utm_source=dlvr.it&utm_medium=twitter&&__twitter_impression=true
[1] https://www.dailymaverick.co.za/article/2021-05-30-saps-blew-r1-6bn-in-irregular-ppe-expenditure-from-march-to-august-2020-confidential-internal-audit-uncovers/?utm_campaign=snd-autopilot
[1] https://www.timeslive.co.za/politics/2021-05-27-siu-has-completed-40-of-its-covid-19-ppe-probes-but-more-cases-pour/
[1] http://www.saflii.org/za/cases/ZAGPPHC/2021/191.html
[1] https://twitter.com/dailymaverick/status/1399214051750825991
[1] https://www.da.org.za/2021/05/hawks-must-brief-parliament-on-investigation-into-saps-r1-6-billion-irregular-ppe-spending-spree
[1] https://www.businesslive.co.za/bd/life/motoring/2021-05-25-racy-revamp-begets-the-bentley-bentayga-s/
[1] https://twitter.com/OneNation70290/status/1399293971948527617

Top URLs in Tweet in G9:
[1] https://www.investindia.gov.in/team-india-blogs/hope-triumphs-covid-19-ventilated-ppe-kit-indias-healthcare-warriors?utm_source=twitter&utm_medium=social&utm_campaign=generic&utm_content=blogs_generic&utm_term=
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F386549375264756%2Fposts%2F880313229221699%2F
[1] https://www.bharatsamachartv.in/web/newsdetails/2660/zero-attendance-of-students-in-kasturba-schools-but-food-withdrawals-worth-rs-9-crores
[1] https://pib.gov.in/PressReleasePage.aspx?PRID=1723073
[1] https://twitter.com/sunnewstamil/status/1398971464758353924

Top URLs in Tweet in G10:
[1] https://bylinetimes.com/2021/04/21/we-did-everything-we-could-four-reasons-why-the-governments-covid-narrative-is-false/
[1] https://www.thenational.scot/news/18515726.covid-19-boris-johnson-binned-pandemic-team-months-crisis/
[1] https://www.mirror.co.uk/news/politics/matt-hancock-lied-crucial-ppe-24213140?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/Philsbodydouble/status/1399138506744778752

Top Domains
Top Domains in Tweet in Entire Graph:
[208] co.uk
[144] twitter.com
[95] co.za
[36] msn.com
[23] youtube.com
[13] co.jp
[10] ppe.pl
[9] thebetterindia.com
[9] oneindia.com
[8] theguardian.com

Top Domains in Tweet in G1:
[6] ndtv.com
[3] twitter.com
[1] hindustantimes.com
[1] news7tamil.live
[1] facebook.com

Top Domains in Tweet in G2:
[25] co.uk
[5] goodlawproject.org
[5] twitter.com
[3] theguardian.com
[1] gov.uk

Top Domains in Tweet in G3:
[3] co.uk
[2] twitter.com
[1] bylinetimes.com

Top Domains in Tweet in G4:
[38] twitter.com
[22] co.uk
[10] co.za
[5] youtube.com
[4] indiatimes.com
[3] euractiv.com
[3] cleanair3.com
[2] gobnewsonline.com
[2] newsvisionindia.tv
[2] amazon.in

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[2] co.uk
[1] bylinetimes.com

Top Domains in Tweet in G7:
[42] co.uk
[35] msn.com
[1] ul.org
[1] twitter.com

Top Domains in Tweet in G8:
[62] co.za
[2] twitter.com
[1] saflii.org
[1] org.za

Top Domains in Tweet in G9:
[2] gov.in
[1] facebook.com
[1] bharatsamachartv.in
[1] twitter.com

Top Domains in Tweet in G10:
[1] bylinetimes.com
[1] thenational.scot
[1] co.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[456] nhs
[430] brexit
[428] torycorruption
[369] covid19
[132] indiafightscorona
[120] ppe
[119] westandwithstalin
[89] thumaminamediagroup
[88] gobackstalin
[81] mkstalin



Top Hashtags in Tweet in G1:
[300] covid19
[90] westandwithstalin
[61] mkstalin
[53] picoftheday
[53] sunnews
[53] tngovt
[25] coimbatore
[14] tn
[14] cm
[7] first

Top Hashtags in Tweet in G2:
[7] torycorruption
[7] brexit
[7] nhs
[4] cummings
[3] ppe
[2] racket
[2] tory
[1] marr
[1] holdthemaccountable
[1] cronyism

Top Hashtags in Tweet in G3:
[399] nhs
[384] torycorruption
[384] brexit
[17] socialcare
[7] bbcqt
[2] tory
[2] ppe
[1] tories
[1] bbcbreakfast

Top Hashtags in Tweet in G4:
[42] ppe
[13] covid19
[10] coronavirus
[8] indiafightscorona
[7] covid
[6] westandwithstalin
[6] prewedding
[5] ppekit
[5] covidsecondwave
[5] workwear

Top Hashtags in Tweet in G5:
[74] gobackstalin
[41] yogiji
[9] முதல்_படம்
[9] இரண்டாவது_படம்
[7] dmkpr_work
[3] westandwithstalin
[2] covid
[1] தொடைநடுங்கி_திமுக
[1] கோமாளி

Top Hashtags in Tweet in G6:
[6] nhs
[5] torycorruption
[5] brexit
[1] socialcare

Top Hashtags in Tweet in G7:
[2] ppe
[2] dominiccummings
[1] avoidabledeaths
[1] projectairbridge
[1] genocideforprofit

Top Hashtags in Tweet in G8:
[1] newdawn
[1] bhekicele
[1] crimesagainsthumanity

Top Hashtags in Tweet in G9:
[82] indiafightscorona
[25] 7yearsofseva
[5] blogalert
[3] jammu
[1] sevahisangathan
[1] newindia
[1] covid19
[1] covtech
[1] innovation
[1] केजरीवाल_सफाईकर्मी_के_1करोड़_दो

Top Hashtags in Tweet in G10:
[15] torycorruption
[14] nhs
[13] brexit
[1] letscotlanddecide
[1] torycovidcatastrophe
[1] toryfunders
[1] socialcare

Top Words
Top Words in Tweet in Entire Graph:
[5815] ppe
[5024] த
[4630] க
[3259] ம
[3005] ட
[2950] ர
[2563] ப
[2319] ன
[2040] வ
[1894] ற

Top Words in Tweet in G1:
[3298] த
[2322] க
[1936] ர
[1800] ம
[1527] ற
[1465] ப
[1367] வ
[1256] ன
[1161] ட
[1158] ந

Top Words in Tweet in G2:
[579] ppe
[499] procurement
[490] goodlawproject
[411] more
[407] firms
[397] 'vip
[397] lane'
[396] fed
[396] down
[395] revealing

Top Words in Tweet in G3:
[426] ppe
[399] #nhs
[385] company
[385] making
[384] #torycorruption
[384] #brexit
[384] works
[384] 50
[384] year
[384] old

Top Words in Tweet in G4:
[279] ppe
[124] क
[120] க
[104] த
[98] ட
[72] र
[65] covid
[64] स
[59] न
[56] ம

Top Words in Tweet in G5:
[899] க
[684] ட
[575] ம
[519] த
[447] ன
[425] ப
[388] ppe
[380] ர
[347] ல
[321] ச

Top Words in Tweet in G6:
[292] ppe
[274] many
[273] workers
[273] pandemic
[272] billionaires
[272] made
[272] 100
[272] billion
[272] during
[272] health

Top Words in Tweet in G7:
[71] without
[71] way
[69] landlords
[69] support
[69] cancelled
[55] ppe
[38] million
[37] make
[36] pandemic
[36] people

Top Words in Tweet in G8:
[191] r1
[175] ppe
[167] saps
[119] police
[118] corruption
[113] blew
[113] 6bn
[111] irregular
[111] expenditure
[105] 2020

Top Words in Tweet in G9:
[181] medical
[169] supply
[163] scaled
[163] outbreak
[159] critical
[153] equipment
[151] modi
[133] government
[118] ppe
[116] pandemic

Top Words in Tweet in G10:
[206] sillyshib
[168] tory
[152] friends
[152] country
[152] world
[151] outdoor
[151] gathering
[151] yesterday
[151] family
[151] rampant

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1272] ppe,kit
[1012] த,த
[848] க,ர
[835] ர,ன
[834] ந,த
[775] ம,தல
[702] தல,வர
[681] ட,ல
[668] ர,ட
[664] வ,ர

Top Word Pairs in Tweet in G1:
[687] த,த
[669] ந,த
[666] ppe,kit
[608] க,ர
[594] ர,ன
[565] ட,ல
[564] ற,ற
[550] க,வ
[550] மர,த
[550] த,வமன

Top Word Pairs in Tweet in G2:
[498] ppe,procurement
[397] 'vip,lane'
[396] fed,down
[396] down,'vip
[395] revealing,names
[395] names,more
[395] more,firms
[395] firms,fed
[395] lane',ppe
[395] procurement,throughout

Top Word Pairs in Tweet in G3:
[384] #torycorruption,#brexit
[384] #brexit,works
[384] works,50
[384] 50,year
[384] year,old
[384] old,liverpool
[384] liverpool,company
[384] company,making
[383] making,reusable
[383] reusable,ppe

Top Word Pairs in Tweet in G4:
[31] ட,ட
[29] க,க
[28] ppe,kit
[21] ppe,kits
[20] த,த
[19] க,ட
[17] क,ट
[16] ம,தல
[15] ppe,क
[15] covid,19

Top Word Pairs in Tweet in G5:
[279] ppe,kit
[217] க,க
[210] ட,ட
[158] க,ட
[118] ப,ட
[117] ர,ன
[116] ல,ம
[106] ppe,க
[106] ம,தல
[101] க,ர

Top Word Pairs in Tweet in G6:
[272] billionaires,made
[272] made,100
[272] 100,billion
[272] billion,during
[272] during,pandemic
[272] pandemic,health
[272] health,workers
[272] workers,lost
[272] lost,199
[272] 199,colleagues

Top Word Pairs in Tweet in G7:
[69] without,support
[69] way,cancelled
[35] make,people
[35] people,homeless
[35] homeless,pandemic
[35] pandemic,landlords
[35] landlords,without
[35] support,nhs
[35] payrise,million
[35] million,profits

Top Word Pairs in Tweet in G8:
[113] blew,r1
[113] r1,6bn
[111] 6bn,irregular
[111] irregular,ppe
[111] ppe,expenditure
[108] saps,blew
[107] corruption,saps
[103] police,corruption
[93] march,august
[93] august,2020

Top Word Pairs in Tweet in G9:
[159] critical,medical
[157] supply,critical
[153] medical,equipment
[153] equipment,scaled
[151] scaled,modi
[133] government,outbreak
[123] modi,government
[116] outbreak,pandemic
[75] #indiafightscorona,supply
[64] pandemic,product

Top Word Pairs in Tweet in G10:
[151] outdoor,gathering
[151] gathering,yesterday
[151] yesterday,family
[151] family,friends
[151] friends,rampant
[151] rampant,tory
[151] tory,tried
[151] tried,pull
[151] pull,country
[151] country,world

Top Replied-To
Top Replied-To in Entire Graph:
@jeffmusk
@ppe_ppo
@jolyonmaugham
@ppe_ee825
@nao_ppe_
@sillyshib
@yyy_1123abc
@seri_street
@yupe_sub
@yupe_1123

Top Replied-To in G1:
@udhaystalin
@jaibalajim1
@mkstalin
@mrelani
@priyan_reports
@jawahirullah_mh
@charuturfo
@arivalayam
@shilpa1308
@jkalyanaraman

Top Replied-To in G2:
@bbcpolitics
@nickiem2008
@rmariet7
@davemacladd
@ealinghands
@uk_domain_names

Top Replied-To in G3:
@stevebakerhw
@htscotpol
@paul__johnson
@glenharveyjones
@scotsmanpaddy

Top Replied-To in G5:
@sansbarrier
@jayaram9942blr
@infoprez
@news18tamilnadu
@ethirajans
@tpolitoon

Top Replied-To in G6:
@ianrobertdon

Top Replied-To in G7:
@lbc
@9newsmelb
@crewcrew
@richardnotatkf
@afcamden
@bbcr4today
@skybreakinnews
@independent

Top Replied-To in G8:
@unathi_kwaza
@thejaundicedeye
@sapoliceservice
@ivovegter
@dailymaverick
@chrisresist
@ewnreporter
@mariannethamm
@jvanlogg

Top Replied-To in G9:
@drharshvardhan
@indianexpress
@dstanisad
@palkisu
@arvindkejriwal
@aamaadmiparty
@dcp_ccc_delhi
@gautamgambhir
@prachibjp
@coollehar_

Top Replied-To in G10:
@sillyshib
@dafydd_62
@stephenkerrmsp
@carole87815586
@thattimwalker
@sfcwozza

Top Mentioned
Top Mentioned in Entire Graph:
@mkstalin
@goodlawproject
@glenharveyjones
@jon_trickett
@udhaystalin
@sillyshib
@russellscott1
@arivalayam
@gabriel_pogrund
@stephengrootes

Top Mentioned in G1:
@mkstalin
@udhaystalin
@arivalayam
@sunnewstamil
@vijaythottathil
@babu__r
@v_senthilbalaji
@shilpa1308
@vignesh_tmv

Top Mentioned in G2:
@goodlawproject
@russellscott1
@gabriel_pogrund
@bremaininspain
@phantompower14
@paul68958640
@jon_trickett
@glenharveyjones
@jolyonmaugham
@megs1970

Top Mentioned in G3:
@glenharveyjones
@goodlawproject
@dalbideu
@mike_j_bradley
@frackhazreveal
@daz1985
@htscotpol
@peterstefanovi2
@russellscott1
@timmoworldwide

Top Mentioned in G4:
@nursingbentley
@promologicltd
@jmanavadar
@cnbsafe

Top Mentioned in G5:
@am_prawin
@bhairavinachiya
@kovaisathyan
@ethirajans
@aadhivaasee1
@jayaram9942blr
@writer_naina
@sansbarrier
@senthilmd1
@velu_6666

Top Mentioned in G6:
@jon_trickett
@goodlawproject
@richardburgon
@premnsikka
@glenharveyjones
@russellscott1
@dalbideu
@nazirafzal
@mailonline
@marinahyde

Top Mentioned in G7:
@cdcgov
@phe_uk
@phe_london
@phe_southeast
@fph
@publichealthw
@publichealth
@publichealthmw
@rki_de
@ecdc_eu

Top Mentioned in G8:
@rsasiu
@dailymaverick
@gautenghealth
@romancabanac
@jackd157
@sapoliceservice
@ferialhaffajee
@maggsnaidu
@bigdaddyliberty
@darthboersa

Top Mentioned in G9:
@bjp4india
@narendramodi
@pib_india
@rajubistabjp
@bjp4bihar
@dineshbjp09
@manipalhealth
@girirajsinghbjp
@kundansinghbjp
@arjunsinghwb

Top Mentioned in G10:
@sillyshib
@goodlawproject
@philsbodydouble
@fascinatorfun
@glenharveyjones
@otadini1
@jon_trickett
@n_redpath
@dafydd_62
@peter_pdm

Top Tweeters
Top Tweeters in Entire Graph:
@subwayjp
@suntory
@hyoketsu_kirin
@mrdjones
@pairsonnalitesu
@s9tmt
@56perumal
@innovativehindu
@independent
@daily_express

Top Tweeters in G1:
@httweets
@ndtvfeed
@moin28_k
@kag_sekartwitz
@mujib989898
@anuwin_18
@vin88vinoth
@srini0851
@pdhana
@sunnewstamil

Top Tweeters in G2:
@roadwarrior29
@mckinlay_liz
@childofalba
@spanishdan1
@helenyg
@cleggy261
@fiona_fionnagal
@imoanalothutchy
@wible1
@safarisara

Top Tweeters in G3:
@s9tmt
@hazelglasgow
@frackhazreveal
@marciaj64
@natalie91231732
@kevthecheff
@iloveautumn2
@andypeacock999
@pennytindall
@joshdacat

Top Tweeters in G4:
@pairsonnalitesu
@2am_eu
@stiripesurse_ro
@nausicalibre
@oneindiatelugu
@deccanherald
@ambrishgupta11
@menafn
@rogerablackwell
@newsfeedsmedia

Top Tweeters in G5:
@innovativehindu
@ranganaathan
@ganesh_kala59
@hariaiyer
@chikchirp
@kongu_kudimagan
@agizo_jay
@vb_subrahmanyam
@jai53653560
@anavrittim

Top Tweeters in G6:
@suegray834
@sashasimic
@sonic_screwup
@innerfury4k
@sadape54
@majjackdowning
@soundabuse
@mortimer4kim
@reggaecrisp1
@weseire

Top Tweeters in G7:
@independent
@abscbnnews
@antaranews
@reuters
@irishtimes
@thesun
@lastampa
@interfax_news
@bostonglobe
@nytimes

Top Tweeters in G8:
@walker8701
@khuze_elikhulu
@unathi_kwaza
@penxenxe
@alettaha
@nkanyiso_ngqulu
@ewnreporter
@time2coach
@ati_makwati
@politrixsa

Top Tweeters in G9:
@69nicebot69
@indianexpress
@umeshjhaji
@rakesh25182
@aajtak
@vazeindian
@republic
@nks0010
@abpnews
@dilipkumar9990

Top Tweeters in G10:
@sandradunn1955
@tartancobweb
@ferguson2811
@esme_hornbeam
@shirleymcbrinn
@laizydaizey
@sianjasper
@peterandann
@guse_guse
@photolawn


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