PPE, Twitter, 5/28/2020 1:13:12 AM, 228390


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PPE_2020-05-27_00-33-29.xlsx
PPE_2020-05-27_00-33-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 28, 2020
Short Description:
PPE via NodeXL https://bit.ly/2M4enll
@realdonaldtrump
@kylegriffin1
@drmoseley
@ppefrombeximco
@cnn
@gringoperuano
@bbc
@repmaxinewaters
@glennkirschner2
@borisjohnson

Top hashtags:
#lbcliveonlinetvday1
#lbcliveonlinetvday2
#ppe
#covid19
#coronavirus
#covidwarriors

Description:
Description
The graph represents a network of 6,018 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, 27 May 2020 at 07:34 UTC.

The requested start date was Wednesday, 27 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 38-minute period from Monday, 25 May 2020 at 11:33 UTC to Tuesday, 26 May 2020 at 12:12 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 : 6018
Unique Edges : 3106
Edges With Duplicates : 8677
Total Edges : 11783
Number of Edge Types : 5
Replies to : 572
Retweet : 3953
MentionsInRetweet : 4726
Tweet : 1257
Mentions : 1275
Self-Loops : 1286
Reciprocated Vertex Pair Ratio : 0.00920749753370602
Reciprocated Edge Ratio : 0.0182469859889215
Connected Components : 1044
Single-Vertex Connected Components : 296
Maximum Vertices in a Connected Component : 2113
Maximum Edges in a Connected Component : 4552
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.241236
Graph Density : 0.000169509752278813
Modularity : 0.539065
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 6,018 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, 27 May 2020 at 07:34 UTC.

The requested start date was Wednesday, 27 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 38-minute period from Monday, 25 May 2020 at 11:33 UTC to Tuesday, 26 May 2020 at 12:12 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.youtube.com/watch?v=14Ygl2DiUdQ&feature=youtu.be

[37] https://tv.line.me/special/live/3767
[10] https://indianexpress.com/article/cities/delhi/nurses-death-colleagues-say-had-to-wear-used-ppes-6427321/
[9] https://www.irishtimes.com/news/ireland/irish-news/coronavirus-nursing-homes-used-painters-overalls-as-ppe-due-to-shortage-1.4262817
[7] http://thewirehindi.com/123701/delhi-corona-infected-nurse-dead-colleagues-say-had-to-wear-used-ppes/
[6] https://www.crowdjustice.com/case/nhs-ppe/
[6] https://www.ndtv.com/mumbai-news/coronavirus-india-no-hearse-helper-sons-in-ppe-suits-cremate-father-who-died-of-covid-19-2235292
[6] https://www.theguardian.com/society/2020/may/25/huge-backlog-operations-building-due-to-lack-of-ppe-and-staff-testing
[5] https://punchng.com/covid-19-health-workers-protest-ppe-shortage-in-spain/
[5] https://independent.co.uk/news/uk/politics/workers-under-25-dont-deserve-living-wage-because-theyre-not-as-productive-says-tory-minister-a6683851.html%3famp

Top URLs in Tweet in G1:
[1] https://twitter.com/brithume/status/1265045009323241472
[1] https://cnn.it/36xcAyQ

Top URLs in Tweet in G3:
[4] https://www.thesun.co.uk/news/11701722/british-airways-passengers-packed-flight/?utm_source=twitter&utm_medium=social&utm_campaign=sharebarweb
[4] https://www.irishtimes.com/news/ireland/irish-news/coronavirus-nursing-homes-used-painters-overalls-as-ppe-due-to-shortage-1.4262817
[3] https://www.businessinsider.com/london-doctors-microsoft-hololens-headsets-covid-19-patients-ppe-2020-5
[3] https://www.insidehousing.co.uk/comment/comment/social-care-is-the-fourth-emergency-service-our-staff-must-have-adequate-access-to-ppe-and-testing-66251
[2] https://www.theguardian.com/society/2020/may/25/huge-backlog-operations-building-due-to-lack-of-ppe-and-staff-testing
[2] https://twitter.com/jonathanwakeham/status/1264904812342149121
[1] https://www.medrxiv.org/content/10.1101/2020.04.29.20084111v5
[1] https://www.theguardian.com/society/2020/may/25/huge-backlog-operations-building-due-to-lack-of-ppe-and-staff-testing?CMP=Share_AndroidApp_Tweet
[1] https://gujarati.news18.com/news/madhya-gujarat/ahmedabad-couple-traveled-wearing-ppe-kit-in-flight-from-ahmedabad-jm-984754.html?utm_source=social_share_article
[1] https://www.huffpost.com/entry/mike-dewine-ohio-masks-not-political_n_5ecb1fb9c5b61967c3338437

Top URLs in Tweet in G4:
[37] https://tv.line.me/special/live/3767
[4] https://twitter.com/spmpteam/status/1264885024806932481
[3] https://twitter.com/52squared_/status/1264885744218173441
[3] https://twitter.com/bcnijh/status/1265250095554949120
[3] https://twitter.com/PsNingg/status/1265245596262137856
[3] https://www.youtube.com/watch?v=p2JzPlpA1Iw&feature=youtu.be

[2] https://www.instagram.com/accounts/login/?next=/p/CApSZqJnAJq/%3Figshid%3D18j7nxviyv9pg
[2] https://twitter.com/spmpteam/status/1264883811218677761
[2] https://twitter.com/spmpteam/status/1264889572325900288
[2] https://tv.line.me/special/live/3775?openExternalBrowser=true

Top URLs in Tweet in G5:
[3] https://www.medscape.com/viewarticle/930736
[1] https://twitter.com/morethanmysle/status/1265110350845927426
[1] https://twitter.com/cm_merlin/status/1258834418803838983
[1] https://www.state.gov/the-united-states-announces-assistance-to-combat-the-novel-coronavirus/
[1] https://www.cnn.com/2020/03/29/opinions/coronavirus-personal-protective-equipment-obeidallah/index.html
[1] https://theintercept.com/2020/04/01/coronavirus-medical-supplies-export/
[1] https://www.dailymail.co.uk/news/article-8279027/Russia-BILLED-600-000-medical-supplies-sent-aid-flight-Putin-offered-Trump.html
[1] https://www.msn.com/en-us/news/factcheck/trump-falsely-claims-he-inherited-empty-stockpile/ar-BB128Ppo
[1] https://www.npr.org/sections/health-shots/2016/06/27/483069862/inside-a-secret-government-warehouse-prepped-for-health-catastrophes
[1] https://twitter.com/OversightDems/status/1263920323956805632

Top URLs in Tweet in G6:
[38] https://www.youtube.com/watch?v=14Ygl2DiUdQ&feature=youtu.be

[1] https://www.vox.com/2020/5/26/21267396/coronavirus-trump-war-fauci-ppe
[1] https://twitter.com/newtgingrich/status/1265188762881085440
[1] https://twitter.com/realDonaldTrump/status/1264912066672046081
[1] https://thedailybeast.com/secret-service-signs-mysterious-dollar45k-contract-for-golf-carts-near-trumps-virginia-club
[1] https://www.vox.com/2020/5/26/21267396/coronavirus-trump-war-fauci-ppe?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://twitter.com/tokyo_jon/status/1265164245265571842
[1] https://twitter.com/realDonaldTrump/status/1265013797334507521
[1] https://herald-review.com/news/local/central-illinois-congressmen-vote-against-impeachment-criticize-process/article_2ae4b308-f1ef-5871-b5b8-c884d99b3f5b.html

Top URLs in Tweet in G7:
[4] https://www.gofundme.com/f/1zzql4lgg0?utm_source=twitter&utm_medium=social&utm_campaign=m_pd+share-sheet
[2] https://www.crowdjustice.com/case/nhs-ppe/?utm_source=backer_social&utm_campaign=nhs-ppe&utm_reference=340c171f1d4d530bf18e8809ba3fc9ef&utm_medium=Twitter&utm_content=post_pledge_page
[2] https://www.gofundme.com/f/1zzql4lgg0?sharetype=teams&member=4383628&rcid=r01-158875921629-7f4e03bada5a4d7e&pc=tw_co_campmgmt_m&utm_medium=social&utm_source=twitter&utm_campaign=p_lico+share-sheet
[1] https://www.crowdjustice.com/case/nhs-ppe/?utm_source=backer_social&utm_campaign=nhs-ppe&utm_reference=5c55dfd058cb5c74c3e05c8bc4d3435e&utm_medium=Twitter&utm_content=post_pledge_page
[1] https://www.crowdjustice.com/case/nhs-ppe/?utm_source=backer_social&utm_campaign=nhs-ppe&utm_reference=44ec0629e6f631a11976f7d1a1ae85c1&utm_medium=Twitter&utm_content=post_pledge_page
[1] https://www.crowdjustice.com/case/nhs-ppe/?utm_source=backer_social&utm_campaign=nhs-ppe&utm_reference=bbeff86b6cd8777ab8161c089d2a4cc3&utm_medium=Twitter&utm_content=post_pledge_page
[1] https://www.crowdjustice.com/case/nhs-ppe/?utm_source=backer_social&utm_campaign=nhs-ppe&utm_reference=2d192ba561794f5247a7bafe0d8f7677&utm_medium=Twitter&utm_content=post_pledge_page
[1] https://www.crowdjustice.com/case/nhs-ppe/?utm_source=backer_social&utm_campaign=nhs-ppe&utm_reference=96975d1b61ce3aa4c4c03d8f0f07279c&utm_medium=Twitter&utm_content=post_pledge_page
[1] http://chng.it/XXSnw77v
[1] https://www.crowdjustice.com/case/nhs-ppe/?utm_source=backer_social&utm_campaign=nhs-ppe&utm_reference=5d74e5e204c928c0a9c50bec74991575&utm_medium=Twitter&utm_content=post_pledge_page

Top URLs in Tweet in G8:
[5] https://independent.co.uk/news/uk/politics/workers-under-25-dont-deserve-living-wage-because-theyre-not-as-productive-says-tory-minister-a6683851.html%3famp
[2] https://twitter.com/lbc/status/1265032393951494145
[1] https://twitter.com/davidtwilcock/status/1265225501653831681
[1] https://twitter.com/DVATW/status/1264845761679892480
[1] https://twitter.com/uk_domain_names/status/1264678235411013633

Top URLs in Tweet in G9:
[1] https://twitter.com/JoshuaPotash/status/1265105527475974144
[1] https://www.nbcnews.com/think/opinion/trump-s-coronavirus-failures-have-caused-american-carnage-he-promised-ncna1212971
[1] https://hub.jhu.edu/2020/05/22/faculty-parents-deliver-ppe-from-china/

Top URLs in Tweet in G10:
[2] https://www.vox.com/2020/5/26/21267396/coronavirus-trump-war-fauci-ppe?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://www.vox.com/2020/5/26/21267396/coronavirus-trump-war-fauci-ppe?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://www.vox.com/2020/5/26/21267396/coronavirus-trump-war-fauci-ppe
[1] https://www.cidrap.umn.edu/news-perspective/2020/04/study-contact-tracing-slowed-covid-19-spread-china
[1] https://www.washingtonpost.com/health/trump-administration-vows-in-new-report-to-distribute-100-million-swabs-to-states-by-years-end/2020/05/24/9c02d240-9d06-11ea-ac72-3841fcc9b35f_story.html

Top Domains
Top Domains in Tweet in Entire Graph:
[189] twitter.com
[56] youtube.com
[53] co.uk
[40] line.me
[18] theguardian.com
[15] crowdjustice.com
[14] instagram.com
[14] indianexpress.com
[13] bit.ly
[11] vox.com

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

Top Domains in Tweet in G3:
[37] twitter.com
[20] co.uk
[12] instagram.com
[6] theguardian.com
[5] youtube.com
[4] businessinsider.com
[4] irishtimes.com
[3] co.za
[3] vox.com
[2] org.uk

Top Domains in Tweet in G4:
[40] line.me
[40] twitter.com
[3] youtube.com
[2] instagram.com
[2] myseezn.com

Top Domains in Tweet in G5:
[3] twitter.com
[3] medscape.com
[1] state.gov
[1] cnn.com
[1] theintercept.com
[1] co.uk
[1] msn.com
[1] npr.org
[1] washingtonpost.com

Top Domains in Tweet in G6:
[38] youtube.com
[4] twitter.com
[2] vox.com
[1] thedailybeast.com
[1] herald-review.com

Top Domains in Tweet in G7:
[9] crowdjustice.com
[6] gofundme.com
[1] chng.it
[1] actionnetwork.org
[1] change.org
[1] fdiworlddental.org
[1] twitter.com

Top Domains in Tweet in G8:
[5] twitter.com
[5] co.uk

Top Domains in Tweet in G9:
[1] twitter.com
[1] nbcnews.com
[1] jhu.edu

Top Domains in Tweet in G10:
[4] vox.com
[1] umn.edu
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[379] lbcliveonlinetvday1
[308] lbcliveonlinetvday2
[306] ppe
[149] covid19
[80] coronavirus
[76] covidwarriors
[58] kdppe
[49] nhs
[45] covidー19
[40] perthtanapon



Top Hashtags in Tweet in G3:
[57] ppe
[12] covid19
[11] coronavirus
[7] nhs
[6] covidー19
[5] indiafightscorona
[5] pandemic
[5] lockdown
[4] covid__19
[4] facemasks

Top Hashtags in Tweet in G4:
[379] lbcliveonlinetvday1
[308] lbcliveonlinetvday2
[57] kdppe
[39] perthtanapon
[28] monstax_fantasia
[23] 몬스타엑스
[22] monsta_x
[20] monstax
[19] 몬스타엑스_판타지아
[11] lbcliveonlinetvday

Top Hashtags in Tweet in G5:
[24] ppe
[22] ppeshortage
[19] trumpvirus
[17] coverup
[2] coronavirus
[1] justiceiscoming

Top Hashtags in Tweet in G6:
[8] ppegate
[6] ppe
[2] covid19
[1] byedon2020
[1] covidiot
[1] covid_19
[1] unfit
[1] healthcare

Top Hashtags in Tweet in G7:
[24] nhs
[12] covidconservatives
[12] conservatives
[12] wreckingcrew
[10] ppe
[8] lockdown
[7] carehomes
[6] testing
[6] frontline
[6] keyworkers

Top Hashtags in Tweet in G8:
[2] ppe
[2] coronavirus
[1] clapforthenhs
[1] dominicummimgs
[1] endthelockdownuk
[1] covidー19
[1] endcovid19scamnow
[1] covidiots
[1] downingstreetbriefing
[1] dailybriefinguk

Top Hashtags in Tweet in G9:
[4] ppe
[3] trumpcarnage
[3] coronavirus
[3] chaos
[2] jhumatsci
[1] death
[1] trumpliesamericansdie
[1] conspiracytheory
[1] trumplies
[1] americafails

Top Hashtags in Tweet in G10:
[1] trump
[1] losing
[1] coronaviruswar
[1] news
[1] coronavirus
[1] trumpfail
[1] war
[1] fauci
[1] ppe
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[403] christi
[403] grimm
[398] tests
[397] coronavirus
[393] kylegriffin1
[392] issued
[392] early
[392] report
[392] shortages
[391] reminder

Top Words in Tweet in G2:
[334] ppe
[330] trump
[232] owns
[232] ag
[232] barr
[232] pompeo
[232] state
[232] dept
[232] kushner
[232] fema

Top Words in Tweet in G3:
[229] ppe
[57] #ppe
[57] क
[38] care
[31] covid
[31] staff
[31] र
[31] स
[27] ह
[26] 19

Top Words in Tweet in G4:
[379] #lbcliveonlinetvday1
[336] ร
[308] #lbcliveonlinetvday2
[283] บ
[277] ต
[271] น
[270] ก
[173] ส
[160] ด
[153] ว

Top Words in Tweet in G5:
[285] grimm
[284] christi
[281] trump
[258] ousted
[245] ppe
[234] glennkirschner2
[232] kushner
[231] inside
[229] morning
[229] see

Top Words in Tweet in G6:
[135] ppe
[97] realdonaldtrump
[80] trump
[50] profiteering
[44] bankspatriot
[36] well
[31] sourced
[31] testing
[30] scheme
[27] straightforward

Top Words in Tweet in G7:
[69] ppe
[39] failed
[30] nhs
[24] #nhs
[21] wife
[21] borisjohnson
[20] workers
[18] hospital
[17] cummings
[17] durham

Top Words in Tweet in G8:
[67] ppe
[50] mrjamesob
[46] children
[44] ago
[43] four
[43] weeks
[42] sat
[41] revdcharlotte
[41] thank
[41] goodbye

Top Words in Tweet in G9:
[136] ppe
[130] including
[129] 000
[128] south
[128] korea
[128] sending
[128] aid
[128] navajo
[128] nation
[128] sent

Top Words in Tweet in G10:
[119] coronavirus
[117] trump
[110] commander
[106] makes
[104] voxdotcom
[103] wartime
[103] president
[103] case
[103] disastrous
[103] chief

Top Word Pairs
Top Word Pairs in Tweet in G2:
[403] trump,owns
[396] owns,ag
[392] ag,barr
[392] barr,pompeo
[391] pompeo,state
[391] state,dept
[391] dept,kushner
[391] kushner,fema
[391] fema,controlling
[391] controlling,ppe

Top Word Pairs in Tweet in G3:
[232] covid,19
[232] क,ट
[232] lack,ppe
[232] social,distancing
[232] full,ppe
[232] ppe,kits
[232] protective,equipment
[232] wearing,ppe
[232] care,home
[232] स,क

Top Word Pairs in Tweet in G4:
[23] ฉอด,ฉอด
[10] จ,บ
[9] ต,บ
[9] บ,ต
[8] ร,ทว
[8] ทว,ตน
[8] เพ,ร
[7] นด,บ
[7] ดแท,ก
[7] ค,ดถ

Top Word Pairs in Tweet in G5:
[76] christi,grimm
[76] morning,see
[76] see,ousted
[76] ousted,inspector
[75] inspector,general
[73] general,christi
[59] grimm,gives
[48] gives,glimpse
[46] glimpse,inside
[45] inside,trump

Top Word Pairs in Tweet in G6:
[284] well,sourced
[229] sourced,straightforward
[229] straightforward,video
[229] video,details
[229] details,trump
[229] trump,ppe
[229] ppe,extortion
[229] extortion,scheme
[229] profiteering,ppe
[229] realdonaldtrump,stevehiltonx

Top Word Pairs in Tweet in G7:
[31] ppe,crisis
[27] cummings,wife
[27] wife,used
[26] used,hospital
[26] hospital,durham
[24] durham,time
[24] time,ppe
[24] crisis,nhs
[23] nhs,acute
[23] acute,make

Top Word Pairs in Tweet in G8:
[16] four,weeks
[15] weeks,ago
[15] thank,mrjamesob
[15] mrjamesob,four
[15] ago,children
[15] children,goodbye
[15] goodbye,father
[15] father,videocall
[15] videocall,sat
[15] revdcharlotte,thank

Top Word Pairs in Tweet in G9:
[43] south,korea
[43] korea,sending
[41] sending,aid
[41] aid,navajo
[41] navajo,nation
[41] nation,sent
[41] sent,000
[41] 000,pounds
[41] pounds,supplies
[40] supplies,including

Top Word Pairs in Tweet in G10:
[128] trump,coronavirus
[128] coronavirus,makes
[128] makes,wartime
[128] wartime,president
[128] president,case
[128] case,disastrous
[128] disastrous,commander
[128] commander,chief
[128] voxdotcom,trump
[128] know,decrease

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@dq10_ppe
@mrjamesob
@piersmorgan
@y_fnt_56
@pupil5555
@helen_whately
@unathi_kwaza
@michaelgove
@natsunatsu86_f

Top Replied-To in G1:
@kylegriffin1
@hazydav
@ronaldklain

Top Replied-To in G4:
@perthppe
@cravity_twt
@charts_monstax

Top Replied-To in G5:
@glennkirschner2

Top Replied-To in G6:
@realdonaldtrump
@joebiden
@adamparkhomenko
@funder
@waltshaub
@blakesmustache
@repkinzinger
@janicedean
@travisakers
@lauranimalsgirl

Top Replied-To in G7:
@piersmorgan
@lucyallan
@william_wragg
@djamesiemc
@niadeebee
@bbcbreakfast
@sakarybako
@novaramedia
@jimmoores
@markpawsey

Top Replied-To in G8:
@mrjamesob
@michaelgove
@deborahmeaden
@owenjones84
@peterstefanovi2
@jmpsimor
@stevepeers
@jon_bartley
@benpbradshaw
@grahamlithgow

Top Mentioned
Top Mentioned in Entire Graph:
@kylegriffin1
@repmaxinewaters
@glennkirschner2
@joshuapotash
@voxdotcom
@gotjanie
@realdonaldtrump
@femi_sorry
@ronaldklain
@anantvijay

Top Mentioned in G1:
@kylegriffin1
@ronaldklain
@vespertilioajr
@chadpergram
@cnni
@notatweeter16
@repmaxinewaters
@kvegasgrl
@hazydav

Top Mentioned in G2:
@repmaxinewaters
@gotjanie
@kylegriffin1
@msf_usa
@voxdotcom

Top Mentioned in G3:
@housingitguy
@official_mrlp
@danieldullaway
@accusafel
@wildeji
@david26evans
@amritvichar
@donnacirafood88

Top Mentioned in G4:
@ppetrends
@officialmonstax
@spmpteam
@lovebychancenew
@pttyy2
@52squared_
@78mu4gmboqkvvj1
@bcnijh
@pllpppe
@perthppe2003

Top Mentioned in G5:
@glennkirschner2
@morethanmysle
@kylegriffin1
@cm_merlin
@b52malmet
@repmaxinewaters
@lkbond
@gotjanie
@oversightdems

Top Mentioned in G6:
@realdonaldtrump
@bankspatriot
@quarantinedlif1
@stevehiltonx
@foxnews
@davmicrot
@blakesmustache
@gop
@joebiden
@brettirwin15

Top Mentioned in G7:
@borisjohnson
@d_raval
@crowdjustice
@piersmorgan
@wegotyouuk
@gmb
@saltleygates
@mettlesometeri
@doctor_oxford
@mikecoulson48

Top Mentioned in G8:
@mrjamesob
@revdcharlotte
@campbellclaret
@keir_starmer
@lbc
@borisjohnson
@conservatives
@garylineker
@laylamoran
@houseofcommons

Top Mentioned in G9:
@joshuapotash
@kylegriffin1
@angelasterritt
@glennkirschner2
@repmaxinewaters
@michaltarny
@inbt_jhu
@johnshopkins
@jhumaterials
@hopkinsmedicine

Top Mentioned in G10:
@voxdotcom
@meganranney
@kylegriffin1
@alexwardvox
@repmaxinewaters
@patrioticdan
@krisgoldsmith85
@glennkirschner2

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@gocoo
@british_airways
@ajaypandey__
@cnbctv18live
@baarahk
@jeena203
@dondekojo
@inspiteoftrump
@railwayseva

Top Tweeters in G1:
@inspiteoftrump
@jamestoupin
@ami_tvdfan
@phillygirl1441
@vi44
@barbaraward235
@pushandpulljlm
@amb0306
@richrake
@royaleight

Top Tweeters in G2:
@pollsstar
@serafinos
@tempkt
@livegreenordie
@abramson1234
@qwertyuiioasdg
@rcarr57
@heroesofmine
@notcapnamerica
@thenurse75

Top Tweeters in G3:
@pidybi
@stiffmidlefinga
@sabreakingnews
@richardgearl
@_cirrus_minor_
@wusa9
@middleeasteye
@obsessed_w_news
@mobilitycareaid
@_engine__

Top Tweeters in G4:
@noonathty
@bumbimknok
@peaprink
@ohxsehunn
@au_solefa
@saintsup_perth
@mawas8898
@wonniebee
@mdzlhcy_
@phae_praphatson

Top Tweeters in G5:
@pas5974
@penneyewart
@kcolaizzo
@nartist
@b52malmet
@bengin1003
@iamsophianelson
@lladybing
@laurawalkerkc
@steph56renee

Top Tweeters in G6:
@thehill
@beverly21811568
@nancyl367
@foxnews
@mimi_x4
@savageharvi
@dailyherald
@aliadair22
@bessy_c3
@funder

Top Tweeters in G7:
@mikecoulson48
@mrs_coyle
@justmebeingme4
@sashasimic
@oldbrookender
@thescotsman
@scottishsun
@d_raval
@heraldscotland
@jazzaoxon

Top Tweeters in G8:
@skynews
@jjcwow
@julijuxtaposed
@lindahurrell
@garethsoye
@waynesmith1971
@lbc
@nuvaslacker
@stevepeers
@wicardossa1957

Top Tweeters in G9:
@yolie_rios
@andrea_51544005
@waterflowerm
@rosemariebrown3
@moscow_a_lago
@thinkkimthink
@debradugemini59
@justmemarie2
@fraudoktor11
@joanniejones555

Top Tweeters in G10:
@dondekojo
@bkindngood
@thepowerofmeow
@newsjunkie60
@jinxy_minxy
@jlhrdhcotuit
@lindyloo515
@diabeticcyborgg
@robcalfee
@cameraguyrob


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