PPE, Twitter, 9/17/2020 5:05:23 PM, 235330


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PPE_2020-09-17_02-49-21.xlsx
PPE_2020-09-17_02-49-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2020
Short Description:
PPE via NodeXL https://bit.ly/3c70jDK
@realdonaldtrump
@ppe_sale
@borisjohnson
@meganmesserly
@lincolnsbible
@procure4health
@suedehead19
@jeremiah28
@jjresists
@mirrorpolitics

Top hashtags:
#ppe
#covid19
#kdppe
#pmqs
#perthtanapon
#อาการงี้
#masks

Description:
Description
The graph represents a network of 9,679 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, 17 September 2020 at 09:56 UTC.

The requested start date was Thursday, 17 September 2020 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 3-day, 21-hour, 54-minute period from Saturday, 12 September 2020 at 05:27 UTC to Wednesday, 16 September 2020 at 03:21 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 : 9679
Unique Edges : 6369
Edges With Duplicates : 12307
Total Edges : 18676
Number of Edge Types : 5
Tweet : 1323
Retweet : 5424
MentionsInRetweet : 7279
Replies to : 1474
Mentions : 3176
Self-Loops : 1362
Reciprocated Vertex Pair Ratio : 0.011974380395433
Reciprocated Edge Ratio : 0.0236653824986241
Connected Components : 1400
Single-Vertex Connected Components : 408
Maximum Vertices in a Connected Component : 4561
Maximum Edges in a Connected Component : 9970
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.474427
Graph Density : 0.000116383139958188
Modularity : 0.591938
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 9,679 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, 17 September 2020 at 09:56 UTC.

The requested start date was Thursday, 17 September 2020 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 3-day, 21-hour, 54-minute period from Saturday, 12 September 2020 at 05:27 UTC to Wednesday, 16 September 2020 at 03:21 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:
[135] https://bylinetimes.com/2020/09/14/government-awards-122-million-ppe-contract-to-one-month-old-firm/
[110] https://www.mirror.co.uk/news/politics/care-home-firm-sacked-mp-22689062
[91] https://www.newsweek.com/86-teachers-say-they-had-buy-their-own-ppe-person-classes-1532143
[34] https://www.instagram.com/accounts/login/?next=/p/CFIw3S9B-IZ/%3Figshid%3D14giiywywwah1
[23] https://www.newsweek.com/86-teachers-say-they-had-buy-their-own-ppe-person-classes-1532143?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1600212889
[23] https://www.theguardian.com/us-news/2020/sep/15/coronavirus-us-nurses-ppe-covid-19?utm_term=Autofeed&CMP=soc_568&utm_medium=Social&utm_source=Twitter#Echobox=1600215666
[21] https://www.theguardian.com/us-news/2020/sep/15/coronavirus-us-nurses-ppe-covid-19?CMP=share_btn_tw
[21] https://www.barstoolsports.com/blog/2861217/hottest-ppe-right-now-louis-vuittons-dollar961-face-shield
[15] https://www.youtube.com/watch?v=gm5eY0pEChY&feature=youtu.be

[9] https://ppe-for-usa.com/

Top URLs in Tweet in G1:
[9] https://ppe-for-usa.com/
[1] https://twitter.com/Mike_Pence/status/1303824959362363392
[1] https://twitter.com/meganranney/status/1305337167988785154
[1] https://www.wsj.com/articles/how-trump-sowed-covid-supply-chaos-try-getting-it-yourselves-11598893051
[1] https://twitter.com/atrupar/status/1305139792632582144

Top URLs in Tweet in G2:
[8] https://bylinetimes.com/2020/09/14/government-awards-122-million-ppe-contract-to-one-month-old-firm/
[7] https://www.mirror.co.uk/news/politics/care-home-firm-sacked-mp-22689062
[7] https://www.newsweek.com/86-teachers-say-they-had-buy-their-own-ppe-person-classes-1532143
[3] https://twitter.com/kylegriffin1/status/1305665212201275396
[3] https://shopee.ph/jonathanr.rabino/7449302927?__classic__=1
[3] https://www.theguardian.com/us-news/2020/sep/15/coronavirus-us-nurses-ppe-covid-19?CMP=Share_AndroidApp_Other
[2] https://www.vogue.com/article/louis-vuitton-face-shield-luxury-ppe
[2] https://twitter.com/meganmesserly/status/1305644748435107841
[2] https://shopee.ph/jonathanr.rabino/3750399335?__classic__=1
[2] https://shopee.ph/jonathanr.rabino/6442630483?__classic__=1

Top URLs in Tweet in G3:
[1] https://twitter.com/wsj/status/1305895165295562754
[1] https://twitter.com/BanksPatriot/status/1283943457464242176
[1] https://www.nbcnews.com/news/amp/ncna1223921
[1] https://thehill.com/policy/healthcare/514613-trump-officials-to-begin-distributing-new-rapid-test-to-states-this-month
[1] https://twitter.com/bankspatriot/status/1283519487669612545?s=21
[1] https://www.indianz.com/News/2020/05/22/propublica-former-trump-aide-provided-fa.asp
[1] https://www.google.com/amp/s/www.washingtonpost.com/health/us-sent-millions-of-face-masks-to-china-early-this-year-ignoring-pandemic-warning-signs/2020/04/18/aaccf54a-7ff5-11ea-8013-1b6da0e4a2b7_story.html%3FoutputType=amp

Top URLs in Tweet in G4:
[1] https://www.inyourarea.co.uk/news/lancashire-furniture-company-receives-royal-recognition/
[1] https://bylinetimes.com/2020/09/14/government-awards-122-million-ppe-contract-to-one-month-old-firm/
[1] https://www.crowdjustice.com/case/fight-for-transparency/
[1] https://twitter.com/rushanaraali/status/1304494922536570881
[1] https://www.nao.org.uk/work-in-progress/supplying-the-nhs-and-adult-social-care-sector-with-personal-protective-equipment-ppe/
[1] https://www.telegraph.co.uk/news/2020/03/28/exercise-cygnus-uncovered-pandemic-warnings-buried-government/

Top URLs in Tweet in G5:
[2] https://www.usatoday.com/story/opinion/voices/2020/05/16/trump-team-seized-my-masks-for-coronavirus-health-workers-column/5191035002/
[2] https://www.thecentersquare.com/national/report-u-s-companies-quickly-adapting-to-make-ppe-ventilators-pharmaceuticals-shows-strength-of-domestic/article_3242e242-a9a3-11ea-a40f-a3d0d7d4f20b.html
[2] https://nymag.com/intelligencer/2020/04/hospitals-face-a-white-house-blockade-for-coronavirus-ppe.html
[1] https://www.businessinsider.com/kushner-sourced-covid-ventilators-from-russia-that-didnt-work-report-2020-8
[1] https://video.foxbusiness.com/v/6189644196001/
[1] https://www.youtube.com/watch?v=TgDm_maAglM&feature=youtu.be

[1] https://www.newsweek.com/86-teachers-say-they-had-buy-their-own-ppe-person-classes-1532143?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1600212889
[1] https://www.marketwatch.com/story/nurse-at-brooklyn-hospital-on-coronavirus-protective-clothing-its-a-garbage-bag-its-like-something-out-of-the-twlight-zone-2020-04-07
[1] https://www.washingtonpost.com/national/health-science/desperate-for-medical-equipment-states-encounter-a-beleaguered-national-stockpile/2020/03/28/1f4f9a0a-6f82-11ea-aa80-c2470c6b2034_story.html
[1] https://startribune.com/top-white-house-drug-policy-official-visits-minnesota-as-meth-and-fentanyl-surge-in-pandemic/572420822/

Top URLs in Tweet in G6:
[2] https://www.thesun.co.uk/news/12656939/sadiq-khan-set-to-be-ousted/?utm_source=twitter&utm_medium=social&utm_campaign=sharebaramp
[2] https://www.express.co.uk/comment/expresscomment/1335510/brexit-news-latest-Michel-barnier-internal-market-bill-debate-EU-acting-illegally-Boris
[2] https://www.independent.co.uk/news/uk/politics/angela-merkel-germany-breaks-more-eu-rules-worst-bottom-class-a8198271.html
[2] https://www.manchestereveningnews.co.uk/news/greater-manchester-news/benefit-cheat-magistrate-lied-could-15348868?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.dailymail.co.uk/news/article-8735653/Top-Tory-Ben-Bradley-declares-REFUSE-unconscious-bias-training-MPs.html
[2] https://twitter.com/CllrBSilvester/status/1304263177786593281
[1] https://twitter.com/michaelmclucki2/status/1305137234778218497?s=21
[1] https://twitter.com/leaveeuofficial/status/1134443104336003073?s=21
[1] https://twitter.com/euroguido/status/1305602213163737094?s=21
[1] https://twitter.com/patriotactive66/status/1305938382250479617

Top URLs in Tweet in G7:
[1] https://twitter.com/procure4health/status/1304344912498954240

Top URLs in Tweet in G8:
[15] https://www.youtube.com/watch?v=gm5eY0pEChY&feature=youtu.be

[3] https://www.youtube.com/watch?v=m43DpLV8RNg&feature=youtu.be

[3] https://www.facebook.com/Kolbadent/
[2] https://www.youtube.com/playlist?list=PLMy4YydQKRSq6Q48en8AJ2xLKIBMIRXmv

[2] https://www.joox.com/common_redirect.html?page=music_hit/content&activity=5f5b0957fad09200434596cd&rank=5f5b08f7b2b05a00497d9991&content_id=sUA+rkFdLWwS7T9O73ojhQ==&content_type=1&area=th&lang=th&sharefromwmid=36588287
[2] https://twitter.com/Fantopia_Th/status/1306057550811471877/video/1
[2] https://www.joox.com/common_redirect.html?page=music_hit&activity=5f5b0957fad09200434596cd&rank=5f5b08f7b2b05a00497d9991&rank_type=1&area=th&lang=th&sharefromwmid=115366201
[2] https://www.youtube.com/watch?v=cy1kdZhXsP8&feature=youtu.be

[2] https://www.joox.com/common_redirect.html?page=music_hit&activity=5f5b0957fad09200434596cd&rank=5f5b08f7b2b05a00497d9991&rank_type=1&area=th&lang=th&sharefromwmid=141512373
[2] https://www.lazada.co.th/shop/psoth

Top URLs in Tweet in G9:
[2] https://twitter.com/SecPompeo/status/1225836989393534976
[1] https://twitter.com/secpompeo/status/1225836989393534976
[1] https://twitter.com/cmarinucci/status/1305581070616674304
[1] https://wusfnews.wusf.usf.edu/health-news-florida/2020-09-15/venezuelan-medical-workers-dying-of-covid-19-at-alarming-rate-how-can-the-world-get-ppe-to-them
[1] https://thedailyedge.substack.com/p/it-didnt-come-from-outer-space
[1] https://twitter.com/realDonaldTrump/status/1220821545746141187
[1] https://twitter.com/keithboykin/status/1306014241644777480
[1] https://twitter.com/AynRandPaulRyan/status/1305621474657447937
[1] https://twitter.com/SVNewsAlerts/status/1305667301912567820

Top Domains
Top Domains in Tweet in Entire Graph:
[299] twitter.com
[147] co.uk
[137] bylinetimes.com
[115] newsweek.com
[60] theguardian.com
[47] marketserengeti.com
[42] instagram.com
[30] youtube.com
[21] barstoolsports.com
[11] bit.ly

Top Domains in Tweet in G1:
[9] ppe-for-usa.com
[3] twitter.com
[1] wsj.com

Top Domains in Tweet in G2:
[75] twitter.com
[18] marketserengeti.com
[13] co.uk
[9] bylinetimes.com
[9] theguardian.com
[8] shopee.ph
[8] newsweek.com
[6] tweetedtimes.com
[5] com.au
[4] instagram.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] nbcnews.com
[1] thehill.com
[1] indianz.com
[1] google.com

Top Domains in Tweet in G4:
[2] co.uk
[1] bylinetimes.com
[1] crowdjustice.com
[1] twitter.com
[1] org.uk

Top Domains in Tweet in G5:
[5] twitter.com
[2] businessinsider.com
[2] usatoday.com
[2] thecentersquare.com
[2] nymag.com
[1] foxbusiness.com
[1] youtube.com
[1] newsweek.com
[1] marketwatch.com
[1] washingtonpost.com

Top Domains in Tweet in G6:
[33] twitter.com
[12] co.uk
[1] conservativeroom.com
[1] fxn.ws
[1] oregonlive.com
[1] doc.my

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

Top Domains in Tweet in G8:
[23] youtube.com
[12] twitter.com
[10] joox.com
[4] facebook.com
[4] co.th
[2] thetopfamous.com
[1] thaiticketmajor.com
[1] fantopiathailand.com
[1] instagram.com

Top Domains in Tweet in G9:
[8] twitter.com
[1] usf.edu
[1] substack.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[272] ppe
[212] covid19
[173] kdppe
[171] pmqs
[163] perthtanapon
[53] อาการงี้
[46] masks
[44] เพิร์ธจ้องแบบไหนพี่ก็ไม่ไหวอยู่ดี
[40] sales
[40] mba



Top Hashtags in Tweet in G1:
[9] fema
[9] ppeforusa
[1] ppe
[1] coronavirus
[1] covid19
[1] reopenamerica

Top Hashtags in Tweet in G2:
[58] ppe
[20] masks
[18] covid19
[18] sales
[18] mba
[18] course
[18] salescourse
[18] business
[18] jobs
[18] workfromhome

Top Hashtags in Tweet in G3:
[6] ppe
[2] covid19
[2] trump
[1] abolishice
[1] trumpchaos
[1] karin4congress
[1] glove
[1] malaysia
[1] compliance
[1] ppegate

Top Hashtags in Tweet in G4:
[1] covid19uk
[1] coronavirus
[1] law
[1] civilserice
[1] nhs
[1] socialcare
[1] eu

Top Hashtags in Tweet in G5:
[10] covid19
[8] trumpvirus
[6] ppe
[4] trumpgenocide
[4] trumpknew
[4] trumprecession
[4] coronavirus
[2] politicalgenocide
[2] realdonaldtrump
[1] maga2020

Top Hashtags in Tweet in G6:
[5] internalmarketbill
[3] brexit
[2] getbrexitdone
[2] tory
[2] boris
[2] bravery
[2] trumptroll
[2] balance
[2] waynelinekar
[2] covid

Top Hashtags in Tweet in G7:
[171] pmqs
[12] law
[11] civilserice
[11] nhs
[11] socialcare
[11] eu
[2] remoaners
[2] brexit
[2] china
[2] teachers

Top Hashtags in Tweet in G8:
[171] kdppe
[161] perthtanapon
[53] อาการงี้
[44] เพิร์ธจ้องแบบไหนพี่ก็ไม่ไหวอยู่ดี
[33] อาการงี้ritzxperth
[17] ritz_rueangritz
[9] kolbadentxperth
[8] แคนห้าขวบของติณณ์
[6] perthxfantopia2020
[6] thailandimissyou

Top Hashtags in Tweet in G9:
[98] covid19
[19] ppe
[14] cawildfires
[3] trumpknew
[3] nycnurses
[2] neverforget
[2] trumphidthetruth
[1] heroesact
[1] trumpvirus
[1] ppeshortage

Top Words
Top Words in Tweet in Entire Graph:
[4938] ppe
[1513] covid
[1175] क
[794] ल
[784] र
[705] right
[686] force
[677] more
[671] million
[663] म

Top Words in Tweet in G1:
[604] meganmesserly
[600] covid
[586] right
[586] white
[586] house
[586] task
[586] force
[586] literally
[585] gov
[585] steve

Top Words in Tweet in G2:
[370] ppe
[58] #ppe
[53] more
[50] covid
[41] क
[40] mask
[33] need
[32] people
[31] learn
[30] trump

Top Words in Tweet in G3:
[366] lincolnsbible
[318] covid
[313] more
[311] evidence
[309] knew
[307] flu
[305] woodward
[305] tapes
[305] actual
[305] donald

Top Words in Tweet in G4:
[406] ppe
[387] million
[382] contract
[376] procure4health
[264] another
[264] published
[264] worth
[264] value
[264] two
[263] 32

Top Words in Tweet in G5:
[170] ppe
[143] realdonaldtrump
[78] trump
[47] china
[39] testing
[34] covid
[33] ventilator
[31] whitehouse
[30] gstephanopoulos
[30] states

Top Words in Tweet in G6:
[32] hillaryclinton
[31] ppe
[30] eu
[29] trump
[23] people
[21] both
[20] show
[18] hospitals
[17] arelab13
[17] february

Top Words in Tweet in G7:
[178] borisjohnson
[173] concerns
[172] rushanaraali
[172] government
[172] procurement
[171] wednesday
[171] #pmqs
[171] invited
[171] write
[171] detailing

Top Words in Tweet in G8:
[254] น
[216] ร
[215] ก
[178] ว
[171] #kdppe
[161] #perthtanapon
[152] ด
[134] ไม
[114] ค
[110] ม

Top Words in Tweet in G9:
[135] trump
[132] ppe
[120] same
[120] day
[117] shortages
[104] workers
[103] drericding
[101] dead
[100] 100
[100] healthcare

Top Words in Tweet in G10:
[845] क
[627] ल
[605] र
[479] ट
[476] म
[397] ज
[348] न
[341] य
[300] प
[236] ह

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[626] task,force
[602] white,house
[601] covid,task
[598] gov,steve
[598] steve,sisolak
[598] sisolak,cnn
[598] cnn,right
[598] right,weekly
[598] weekly,calls
[598] calls,white

Top Word Pairs in Tweet in G1:
[586] white,house
[586] covid,task
[586] task,force
[585] gov,steve
[585] steve,sisolak
[585] sisolak,cnn
[585] cnn,right
[585] right,weekly
[585] weekly,calls
[585] calls,white

Top Word Pairs in Tweet in G2:
[23] covid,19
[19] learn,more
[18] more,click
[18] click,#sales
[18] #sales,#mba
[18] #mba,#course
[18] #course,#salescourse
[18] #salescourse,#business
[18] #business,#jobs
[18] #jobs,#workfromhome

Top Word Pairs in Tweet in G3:
[305] woodward,tapes
[305] tapes,actual
[305] actual,evidence
[305] evidence,donald
[305] donald,knew
[305] knew,covid
[305] covid,airborne
[305] airborne,far
[305] far,more
[305] more,lethal

Top Word Pairs in Tweet in G4:
[263] another,32
[263] 32,contract
[263] contract,award
[263] award,notices
[263] notices,ppe
[263] ppe,published
[263] published,today
[263] today,worth
[263] worth,total
[263] total,value

Top Word Pairs in Tweet in G5:
[15] death,toll
[15] person,needed
[15] needed,ventilator
[15] ventilator,ventilator
[15] ventilator,realdonaldtrump
[15] realdonaldtrump,work
[15] work,nyc
[15] nyc,gstephanopoulos
[14] end,week
[14] week,covid

Top Word Pairs in Tweet in G6:
[17] hillaryclinton,february
[17] february,chuckling
[17] chuckling,ellen
[17] ellen,show
[17] show,trump
[17] trump,deploying
[17] deploying,navy
[17] navy,hospitals
[17] hospitals,both
[17] both,coasts

Top Word Pairs in Tweet in G7:
[171] wednesday,#pmqs
[171] #pmqs,borisjohnson
[171] borisjohnson,invited
[171] invited,write
[171] write,detailing
[171] detailing,concerns
[171] concerns,government
[171] government,procurement
[170] rushanaraali,wednesday
[12] blame,#law

Top Word Pairs in Tweet in G8:
[94] #kdppe,#perthtanapon
[56] ก,ไม
[47] #เพ,ร
[46] ร,ธจ
[44] ธจ,องแบบไหนพ
[44] องแบบไหนพ,ก
[44] ไม,ไหวอย
[44] ไหวอย,ด
[36] เพ,ร
[33] #อาการง,ritzxperth

Top Word Pairs in Tweet in G9:
[120] same,day
[102] day,trump
[100] healthcare,workers
[99] 200k,americans
[99] dead,100
[99] 100,healthcare
[99] ppe,shortages
[98] americans,#covid19
[98] #covid19,dead
[98] workers,died

Top Word Pairs in Tweet in G10:
[208] ज,ल
[189] क,ट
[185] घ,ट
[185] ट,ल
[153] ज,र
[146] क,र
[131] र,न
[131] न,क
[126] य,प
[118] र,म

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@dave_ppe
@ddale8
@projectlincoln
@naval_ppe
@joebiden
@charlielimaalp1
@abc
@kylegriffin1
@donwinslow

Top Replied-To in G1:
@meganmesserly
@peterbakernyt
@robertg07092214
@ronaldklain
@dramadon1976
@fireman4life3
@phd_femme
@cnnpolitics
@michael45390844
@velden65500803

Top Replied-To in G3:
@lincolnsbible
@stutteringjohnm
@marwilliamson
@nytupelo7
@chrismurphyct
@chekaschmecka
@ghentgent
@tarasetmayer
@juliadavisnews
@abtudorqueen

Top Replied-To in G4:
@scotnational
@whittallclive
@iandunt
@procure4health
@jolyonmaugham

Top Replied-To in G5:
@realdonaldtrump
@abc
@loudobbs
@flappywappy9021
@whitehouse
@gopchairwoman
@matthewjshow
@ingrahamangle
@joebiden
@dawnparagracias

Top Replied-To in G6:
@stillgray
@nickjameshughes
@hillaryclinton
@xmasrights
@mandate4no
@healeyerika
@martinangus
@lotx
@pnjaban
@rhyssuxx

Top Replied-To in G7:
@nhsstaffcovid19
@thealiceroberts
@rushanaraali
@kafka66810486
@deborahmeaden
@borisjohnson
@proudgranny24
@columeastwood
@spanglishalien
@mcgeematthew

Top Replied-To in G8:
@md_ppe
@mintmag_th
@theforeverloves
@bplannnnn
@gunnapatn
@m34nismind
@perthppe
@ployxppe
@mew_ppe

Top Replied-To in G9:
@drericding
@meidastouch
@patrici31012909
@thedailyedge
@seelulurun
@aaron_derfel
@santis4_star

Top Replied-To in G10:
@rahulgandhi

Top Mentioned
Top Mentioned in Entire Graph:
@meganmesserly
@procure4health
@lincolnsbible
@borisjohnson
@rushanaraali
@satyakumar_y
@realdonaldtrump
@rahulkohli13
@priyankagandhi
@drericding

Top Mentioned in G1:
@meganmesserly
@jaketapper
@ideagov
@manyworlds1cat
@susan_hennessey
@rich3p14159
@lincolnsbible
@peterbakernyt
@lor65
@nancyleclerc9

Top Mentioned in G2:
@satyend71267811
@bulawayo24news
@urbanarmourog
@_therealmark_
@amorlunalegaspi

Top Mentioned in G3:
@lincolnsbible
@firstplebian
@chekaschmecka
@lauferlaw
@bankspatriot
@realdonaldtrump
@glennkirschner2
@stutteringjohnm
@drgjackbrown
@sam86743079

Top Mentioned in G4:
@procure4health
@jolyonmaugham
@eastkent_em
@hcsaprocurement
@glasgowloveseu
@johnpilger
@uk_domain_names
@brexit_sham
@fascinatorfun
@rosieduffield1

Top Mentioned in G5:
@realdonaldtrump
@gstephanopoulos
@whitehouse
@abc
@abc2020
@tummler10
@emswami
@gopchairwoman
@matthewjshow
@potus

Top Mentioned in G6:
@hillaryclinton
@arelab13
@realdonaldtrump
@laurenboebert
@thejtlewis
@montie
@borisjohnson
@prisonplanet
@ed_miliband
@skynews

Top Mentioned in G7:
@borisjohnson
@rushanaraali
@procure4health
@dalbideu
@parents_utd
@fascinatorfun
@lucy56664003
@sandyth89615558
@thealiceroberts
@spanglishalien

Top Mentioned in G8:
@ppetrends
@perthppe
@youtube
@onlyvnfc
@rung1312
@perthppe2003
@ps_officialth
@52squared_
@iam_treewi
@allaroundperth

Top Mentioned in G9:
@drericding
@cleavon_md
@who
@sfpelosi
@meidastouch
@karlieincali
@raye8405
@patmn67
@meganmesserly
@realdonaldtrump

Top Mentioned in G10:
@priyankagandhi
@incuttarpradesh
@dineshsharma908
@rakesh_sachan_
@inc
@ajaylalluinc
@rahulgandhi
@omveeryadavinc
@iyc
@iyc_upwest

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@tomthunkitsmind
@jurylady5
@ecodaren
@edinburghwatch
@solutioneer72
@mattmurph24
@geoffrey_payne
@mackaysuzie
@panasonic_cp

Top Tweeters in G1:
@solutioneer72
@mattmurph24
@talkintou
@cindy_52s
@riskyliberal
@adekleine
@rhcm123
@deeloralei
@casablancaric
@demfromct

Top Tweeters in G2:
@pulpnews
@tolajobjobs
@contenttba
@erinava
@colmant_
@bckrda
@amrita_soda
@thehaitiansiren
@aldasmineeee
@mortystv

Top Tweeters in G3:
@britpoptarts
@debilu2
@blogdiva
@__georgieporgie
@jcmarbury
@arriadna
@sallyagale
@bbkenn92
@straitarrow10
@ancientbob

Top Tweeters in G4:
@spanishdan1
@catherinemginn
@forumeditor
@fiona_fionnagal
@artytrace
@cleggy261
@eutopean
@shakeystephens
@zuperpie
@phyl_jones

Top Tweeters in G5:
@gottalaff
@tvnnoticias
@business
@darlene_edw
@brandonjlandry
@dcexaminer
@blubdha
@drwavesportcd1
@puestoloco
@wetfeathers

Top Tweeters in G6:
@mmjblair
@skynews
@telegraph
@princessofwails
@mailonline
@stillgray
@cllrbsilvester
@bfraser747
@georgegalloway
@nick_clamorgan

Top Tweeters in G7:
@inabster
@mconway70
@zoompad
@janicemorphet
@kingsmeadmrt
@birdonthewire3
@fascinatorfun
@terrychristian
@roadwish1
@daisydewdrop18

Top Tweeters in G8:
@ohxsehunn
@mame12938
@boonzoonlee
@nancynanzaa
@tkmmtrigon
@hoogtempura
@52squared_
@todayisnajan
@_numfon_pm
@nongnappe

Top Tweeters in G9:
@sddphoto
@sosorasora3
@cheezwitham
@loulachat
@winglessbird_
@burnettcynthia
@juliawb
@robert_hove
@dunnclan
@cltrotlyn

Top Tweeters in G10:
@nksahu55
@inc
@rajatkashyapinc
@incmohitjain
@ajay27_inc
@shankerpandey5
@asg1956
@s_aryan_arya
@jacquelinedsou4
@pathakjitendra7


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