COVID, Twitter, 10/10/2021 9:51:50 AM, 264207


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COVID_2021-10-10_00-44-17.xlsx
COVID_2021-10-10_00-44-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 10, 2021
Short Description:
COVID via NodeXL https://bit.ly/3iPo3kB
@rwmalonemd
@ygent_official
@pierrekory
@bluegrass1111
@revmikemenkes
@covid19critical
@etmonk
@sandy040616
@pfrady
@foxnews

Top hashtags:
#covid_19
#covid
#ygletlisadoherwork
#covid19
#airforce_result_do
#44475
#coronavirus

Description:
Description
The graph represents a network of 11,710 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 October 2021 at 08:01 UTC.

The requested start date was Sunday, 10 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 3-day, 0-hour, 1-minute period from Tuesday, 05 October 2021 at 12:18 UTC to Friday, 08 October 2021 at 12:20 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 : 11710
Unique Edges : 6341
Edges With Duplicates : 12045
Total Edges : 18386
Number of Edge Types : 5
Retweet : 5494
MentionsInRetweet : 6231
Tweet : 3295
Mentions : 2405
Replies to : 961
Self-Loops : 3331
Reciprocated Vertex Pair Ratio : 0.00489077274209325
Reciprocated Edge Ratio : 0.00973393900064893
Connected Components : 3388
Single-Vertex Connected Components : 900
Maximum Vertices in a Connected Component : 634
Maximum Edges in a Connected Component : 1340
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 7.245625
Graph Density : 6.74337308247635E-05
Modularity : 0.574747
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,710 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 October 2021 at 08:01 UTC.

The requested start date was Sunday, 10 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 3-day, 0-hour, 1-minute period from Tuesday, 05 October 2021 at 12:18 UTC to Friday, 08 October 2021 at 12:20 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 : COVID
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:
[51] https://www.reuters.com/business/healthcare-pharmaceuticals/sweden-pauses-use-moderna-covid-vaccine-cites-rare-side-effects-2021-10-06/
[25] https://meaww.com/yg-limits-blackpink-lisa-events-paris-fashion-week-bvlgari-ceo-claims-fans-livid-agency-covid-excuse
[17] https://kdvr.com/news/coronavirus/covid-19-vaccine/kidney-transplant-patient-moved-to-inactive-for-not-receiving-covid-vaccine/?utm_source=twitter.com&utm_medium=referral&utm_campaign=socialflow
[16] https://globalcovidsummit.org/news/stanford-professor-of-medicine-bhattacharya-argues-against-covid-panic
[15] https://theintercept.com/2021/10/05/covid-pill-drug-pricing-merck-ridgeback/
[12] https://www.bbc.com/portuguese/brasil-55747043
[12] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2021/oktober/anvandningen-av-modernas-vaccin-mot-covid-19-pausas-for-alla-som-ar-fodda-1991-och-senare/
[11] https://hannity.com/media-room/biden-rambles-on-for-50-seconds-proclaims-thats-how-we-beat-covid/
[11] https://www.independent.co.uk/news/uk/politics/covid-ppe-contract-conservative-donor-b1934073.html
[10] https://covidnow.moh.gov.my/

Top URLs in Tweet in G1:
[6] https://selondonccg.nhs.uk/what-we-do/covid-19/covid-19-vaccine/
[5] https://www.cnn.com/2021/10/06/us/texas-man-sentenced-covid-hoax/index.html
[4] https://www.cnbc.com/2021/10/06/adp-private-payrolls-rise-568000-in-september-faster-than-expected.html?__source=androidappshare
[3] https://theconservativetreehouse.com/blog/2021/10/04/doctor-performs-blood-and-immune-system-test-before-and-after-covid-vaccination-the-alarming-results-motivate-him-to-share-this-video/
[3] https://cnb.cx/3ixkFL1
[2] https://www.cnn.com/videos/politics/2021/10/06/nikki-haley-political-career-roll-the-tape-keilar-newday-vpx.cnn
[2] https://www.zerohedge.com/covid-19/without-lockdowns-sweden-had-fewer-excess-deaths-most-europe?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+zerohedge%2Ffeed+%28zero+hedge+-+on+a+long+enough+timeline%2C+the+survival+rate+for+everyone+drops+to+zero%29
[2] https://www.hilltimes.com/2021/10/06/whats-ahead-for-small-government-crusaders-in-the-wake-of-covid-19/321415
[2] https://twitter.com/RWMaloneMD/status/1445723924730425346
[2] https://www.ctvnews.ca/politics/feds-make-vaccines-mandatory-for-public-servants-domestic-travellers-1.5612815

Top URLs in Tweet in G2:
[17] https://meaww.com/yg-limits-blackpink-lisa-events-paris-fashion-week-bvlgari-ceo-claims-fans-livid-agency-covid-excuse
[2] https://www.ibtimes.com/blackpink-fans-slam-yg-entertainment-not-allowing-lisa-attend-paris-fashion-week-3310137
[1] https://twitter.com/souulfllyy/status/1445315727372832769
[1] https://twitter.com/lisa_the_queenn/status/1445344319259426819
[1] https://twitter.com/AIIVIILISA/status/1445301502101254145

Top URLs in Tweet in G3:
[39] https://www.reuters.com/business/healthcare-pharmaceuticals/sweden-pauses-use-moderna-covid-vaccine-cites-rare-side-effects-2021-10-06/
[16] https://kdvr.com/news/coronavirus/covid-19-vaccine/kidney-transplant-patient-moved-to-inactive-for-not-receiving-covid-vaccine/?utm_source=twitter.com&utm_medium=referral&utm_campaign=socialflow
[14] https://globalcovidsummit.org/news/stanford-professor-of-medicine-bhattacharya-argues-against-covid-panic
[5] https://rumble.com/vndh8i-covid-19-points-to-ponder-from-a-pathologists-perspective.html
[3] https://theintercept.com/2021/10/05/covid-pill-drug-pricing-merck-ridgeback/
[2] https://doctors4covidethics.org/expert-statement-regarding-the-use-of-moderna-covid-19-mrna-vaccine-in-children/
[2] https://theexpose.uk/2021/10/06/uk-judge-orders-government-to-provide-evidence-in-court-that-justifies-covid-19-vaccination-of-children/
[2] https://news.yahoo.com/finland-pauses-moderna-covid-19-073018651.html
[2] https://www.lifesitenews.com/news/were-in-the-middle-of-a-major-biological-catastrophe-top-covid-doc-mccullough/
[2] https://amgreatness.com/2021/10/04/canadian-doctor-says-something-malicious-is-going-on-after-hes-punished-for-treating-covid-patients-with-ivermectin/

Top URLs in Tweet in G4:
[4] https://www.independent.co.uk/news/uk/politics/covid-ppe-contract-conservative-donor-b1934073.html
[3] https://www.independent.co.uk/news/health/private-hospitals-government-deal-covid-b1934371.html
[2] https://inews.co.uk/news/covid-lateral-flow-tests-negative-pcr-1236141
[2] https://www.theguardian.com/politics/2021/oct/05/wales-introduces-compulsory-covid-pass-for-nightclubs-and-sports-events?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1633461394
[1] https://inews.co.uk/news/scores-more-report-positive-rapid-covid-tests-followed-by-negative-pcrs-as-mystery-deepens-over-discrepancies-1238649?ITO=msn
[1] https://www.edp24.co.uk/news/education/coronavirus-school-children-record-high-infection-rates-8385990
[1] https://www.independentsage.org/call-for-more-transparency-around-jcvi-recommendations-for-childhood-vaccination-against-covid-19/
[1] https://www.telegraph.co.uk/global-health/science-and-disease/every-medical-authority-failed-realise-covid-airborne-late/
[1] https://www.theage.com.au/national/victoria/national-record-after-victoria-reports-1838-new-local-covid-19-cases-20211008-p58y9u.html
[1] https://inews.co.uk/news/education/covid-cases-schools-two-tier-pandemic-children-1236187?ito=twitter_share_article-top

Top URLs in Tweet in G5:
[4] https://www.zerohedge.com/covid-19/biden-doesnt-know-vaccinated-individuals-can-spread-covid
[2] https://beckernews.com/top-figure-behind-united-states-covid-vaccine-push-is-unexpectedly-stepping-down-42311/
[2] https://www.zerohedge.com/covid-19/china-placed-massive-order-pcr-tests-months-first-official-covid-case
[2] https://www.zerohedge.com/covid-19/antibodies-persist-more-year-after-covid-19-infection-study-finds
[2] https://www.zerohedge.com/covid-19/without-lockdowns-sweden-had-fewer-excess-deaths-most-europe
[2] https://www.jpost.com/health-and-wellness/aspirin-lowers-risk-of-covid-new-findings-support-preliminary-israeli-trial-681127
[1] https://www.wsj.com/articles/aids-panic-covid-19-coronavirus-pandemic-experts-politicized-fauci-follow-science-11633290650
[1] https://asia.nikkei.com/Spotlight/Coronavirus/China-PCR-test-orders-soared-before-first-confirmed-COVID-case
[1] https://twitter.com/MichaelPSenger/status/1445421316115288065
[1] https://theintercept.com/2021/10/05/covid-pill-drug-pricing-merck-ridgeback/

Top URLs in Tweet in G7:
[10] https://covidnow.moh.gov.my/
[2] https://www.bernama.com/en/general/news.php?id=2011476#.YV_Qoeqh2jY.twitter
[2] https://berita.rtm.gov.my/index.php/covid19/30248-pil-molnupiravir-diberi-percuma-bagi-pesakit-covid-19-kategori-3-hingga-5
[2] https://www.thestar.com.my/news/nation/2021/10/05/covid-19-another-8817-cases-numbers-stay-below-four-figures-for-third-day
[1] https://portal.mda.gov.my/announcement/631-self-test-covid-19-test-kit-for-conditional-approval-approved.html
[1] https://www.sinarharian.com.my/article/165660/BERITA/Nasional/Rentas-negeri-secara-haram-punca-kes-Covid-19-Perlis-melonjak?utm_source=Sinar+Harian&utm_medium=Sinar+Harian&utm_campaign=Rentas+negeri+secara+haram+punca+kes+Covid-19+Perlis+melonjak&fbclid=IwAR20WqrbyvzIYx2un908rcQV7ZwvokDrRZiT4xGRxIOz1SFookTPUtDCY_8
[1] https://forms.gle/gSu6yrNEzz7QcYiu5
[1] https://twitter.com/ikarbertweet/status/1446125820121018368
[1] https://wa.link/xg75p6
[1] https://api.whatsapp.com/send?phone=60109831667&text=Saya%20berminat%20dengan%20SELF%20TEST%20COVID-19%20TEST%20KIT%20yang%20telah%20mendapat%20kelulusan%20daripada%20MDA.

Top URLs in Tweet in G8:
[9] https://on.msnbc.com/3ldEZ5J
[2] https://www.foxnews.com/us/mass-exodus-hundreds-of-detroit-healthcare-workers-quit-after-refusing-covid-19-vaccine
[2] https://www.foxnews.com/media/nih-director-says-covid-origins-controversy-have-nothing-to-do-with-resignation-time-for-new-vision
[2] https://trib.al/UusuiN6
[1] https://www.usatoday.com/story/news/health/2021/10/05/covid-vaccination-mask-mandates-health-care-workers/5994168001/
[1] https://www.nytimes.com/2021/10/07/opinion/recovery-covid-economy.html
[1] https://www.politico.com/news/2021/10/08/poll-support-vaccine-mandates-students-515657
[1] https://proteinwisdom.com/?p=58766
[1] https://www.nbcsandiego.com/news/local/law-firm-seeks-to-take-covid-misinformation-spreaders-to-court/2723731/
[1] https://www.huffpost.com/entry/long-haul-covid-19-marriage_n_6155d637e4b0487c855be92f?ncid=engmodushpmg00000004

Top URLs in Tweet in G9:
[1] https://bit.ly/3a14G30

Top URLs in Tweet in G10:
[6] https://covidfamiliesforjustice.org/
[5] https://www.independent.co.uk/news/uk/politics/covid-ppe-contract-conservative-donor-b1934073.html
[2] https://news.sky.com/story/covid-19-pfizer-biontech-vaccine-effectiveness-wanes-to-47-against-infection-after-six-months-12426406
[1] https://inews.co.uk/inews-lifestyle/furlough-end-hmrc-scheme-suicide-rate-rises-covid-support-1208623
[1] https://news.sky.com/story/covid-news-live-uk-latest-coronavirus-daily-cases-rules-travel-updates-12425651
[1] http://news.sky.com/story/covid-toes-may-be-side-effect-of-body-fighting-virus-study-finds-12427080?dcmp=snt-sf-twitter
[1] https://glplive.org/cev-0510
[1] https://twitter.com/sandieshoes/status/1446393862319222785
[1] https://www.theguardian.com/science/2021/apr/15/oxfordastrazeneca-covid-vaccine-research-was-97-publicly-funded
[1] https://twitter.com/jo_woods11/status/1446424177033060355

Top Domains
Top Domains in Tweet in Entire Graph:
[300] twitter.com
[109] co.uk
[90] reuters.com
[76] bit.ly
[49] nytimes.com
[49] youtube.com
[42] trib.al
[40] com.br
[29] cnn.com
[28] theguardian.com

Top Domains in Tweet in G1:
[80] twitter.com
[12] cnn.com
[11] bit.ly
[10] co.uk
[9] nhs.uk
[7] nytimes.com
[7] com.br
[7] cnbc.com
[6] washingtonpost.com
[6] gov.uk

Top Domains in Tweet in G2:
[17] meaww.com
[3] twitter.com
[2] ibtimes.com

Top Domains in Tweet in G3:
[40] reuters.com
[16] kdvr.com
[15] globalcovidsummit.org
[5] rumble.com
[3] amgreatness.com
[3] youtube.com
[3] theintercept.com
[3] co.uk
[3] twitter.com
[2] doctors4covidethics.org

Top Domains in Tweet in G4:
[18] co.uk
[5] twitter.com
[3] theguardian.com
[1] independentsage.org
[1] com.au
[1] itv.com
[1] bbc.com
[1] gov.uk
[1] nature.com
[1] longcovidkids.org

Top Domains in Tweet in G5:
[10] zerohedge.com
[2] beckernews.com
[2] jpost.com
[1] wsj.com
[1] nikkei.com
[1] twitter.com
[1] theintercept.com

Top Domains in Tweet in G7:
[13] gov.my
[3] bernama.com
[3] com.my
[1] forms.gle
[1] twitter.com
[1] wa.link
[1] whatsapp.com

Top Domains in Tweet in G8:
[9] msnbc.com
[4] foxnews.com
[2] trib.al
[1] usatoday.com
[1] nytimes.com
[1] politico.com
[1] proteinwisdom.com
[1] nbcsandiego.com
[1] huffpost.com
[1] newsbreakapp.com

Top Domains in Tweet in G9:
[1] bit.ly

Top Domains in Tweet in G10:
[6] co.uk
[6] covidfamiliesforjustice.org
[5] sky.com
[2] twitter.com
[1] glplive.org
[1] theguardian.com
[1] worldometers.info

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[231] covid_19
[212] covid
[211] ygletlisadoherwork
[198] covid19
[65] airforce_result_do
[51] 44475
[39] coronavirus
[26] passsanitaire
[20] exposepfizer
[19] fanb



Top Hashtags in Tweet in G1:
[37] covid
[32] covid_19
[28] covid19
[11] coronavirus
[5] ygletlisadoherwork
[4] vaccine
[4] pandemia
[4] covidvaccine
[3] pandemic
[3] truth

Top Hashtags in Tweet in G2:
[89] ygletlisadoherwork
[14] justiceforlisa
[11] lisa
[8] ygletlisadoherjob
[4] ygtalktous
[2] bulgari
[1] lalisa
[1] blackpink

Top Hashtags in Tweet in G3:
[1] dansnext
[1] covid19
[1] covid_19
[1] vaccine
[1] dogecoin
[1] doge

Top Hashtags in Tweet in G4:
[5] covidtoe
[4] longcovid
[2] coronavirus
[2] covid19
[2] sarscov2
[2] covid_19
[2] longcovidkids
[1] bbcbreakfast
[1] torylies
[1] makeschoolssafe

Top Hashtags in Tweet in G7:
[2] rtm
[2] beritartm
[2] keluargamalaysia
[2] menangbersama
[2] covid19malaysia
[2] ppn
[2] rmk12
[2] covid19
[1] malaysiaprihatin
[1] vaksinasi

Top Hashtags in Tweet in G8:
[6] consularservicesincuba
[6] continuecfrp
[3] covid19
[3] mandates
[2] covid_19
[1] deletezuckerberg
[1] usa
[1] bidensamerica
[1] neverforget
[1] crazyrepublicans

Top Hashtags in Tweet in G9:
[54] airforce_result_do
[3] airforce_
[2] airforce_enrollment_publish_karo
[1] covid_19
[1] pmmoditoopenmag
[1] covidgurukool
[1] unite2fightcorona
[1] covidsafefestivities
[1] airforce_results_do

Top Hashtags in Tweet in G10:
[6] r4today
[4] covidinquirynow
[4] katiepersinger
[3] skynews
[3] covid
[3] cpc21
[1] covid19
[1] politicslive
[1] bbcnews
[1] gtto

Top Words
Top Words in Tweet in Entire Graph:
[7809] covid
[2406] 19
[871] vaccine
[710] lisa
[708] î
[702] people
[673] ˆà
[584] ãƒ
[440] more
[436] æ

Top Words in Tweet in G1:
[827] covid
[329] 19
[128] î
[71] vaccine
[67] ø
[45] ù
[44] á
[40] contra
[40] æ
[40] people

Top Words in Tweet in G2:
[331] lisa
[203] covid
[106] justice
[98] yg
[97] ygent_official
[90] due
[89] #ygletlisadoherwork
[76] events
[72] blackpink
[63] members

Top Words in Tweet in G3:
[211] covid
[163] rwmalonemd
[83] 19
[73] vaccine
[69] vaccination
[63] uk
[62] government
[61] children
[59] judge
[59] orders

Top Words in Tweet in G4:
[97] covid
[26] children
[17] school
[17] 19
[16] people
[13] schools
[11] positive
[11] death
[11] day
[10] vaccine

Top Words in Tweet in G5:
[152] covid
[42] vaccinated
[34] bluegrass1111
[34] staff
[34] ones
[34] right
[34] unvaccinated
[31] communism
[31] come
[31] america

Top Words in Tweet in G6:
[110] homeless
[109] hollywood
[109] blvd
[109] saturday
[109] 11
[109] 22
[109] anti
[109] vaxx
[109] protester
[109] see

Top Words in Tweet in G7:
[93] covid
[86] time
[74] 19
[59] telah
[54] khairykj
[43] educate
[43] engage
[43] enforce
[43] law
[43] saya

Top Words in Tweet in G8:
[64] covid
[20] vaccine
[20] 19
[15] potus
[14] mandates
[13] more
[11] americans
[11] vaccines
[11] over
[11] fox

Top Words in Tweet in G9:
[54] #airforce_result_do
[53] sir
[53] covid
[53] please
[51] release
[51] star
[51] 2021
[51] soon
[51] possible
[50] already

Top Words in Tweet in G10:
[59] covid
[18] borisjohnson
[16] deaths
[14] 19
[13] uk
[13] again
[13] please
[13] 000
[12] know
[11] lost

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2321] covid,19
[522] î,î
[345] ãƒ,ãƒ
[327] àª,àª
[305] ˆà,ˆà
[250] covid,vaccine
[211] justice,lisa
[195] due,covid
[186] 19,vaccine
[184] contra,covid

Top Word Pairs in Tweet in G1:
[326] covid,19
[93] î,î
[34] á,á
[31] contra,covid
[24] ø,ù
[23] ù,ø
[23] ø,ø
[22] 19,vaccine
[19] covid,vaccine
[12] covid,test

Top Word Pairs in Tweet in G2:
[105] justice,lisa
[67] due,covid
[58] lisa,#ygletlisadoherwork
[47] fashion,week
[45] paris,fashion
[38] yg,entertainment
[30] members,attend
[29] attending,paris
[29] pfw,rs
[27] blackpink's,lisa

Top Word Pairs in Tweet in G3:
[81] covid,19
[67] 19,vaccination
[59] uk,judge
[59] judge,orders
[59] orders,government
[59] government,provide
[59] provide,evidence
[59] evidence,court
[59] court,justifies
[59] justifies,covid

Top Word Pairs in Tweet in G4:
[15] covid,19
[7] lateral,flow
[7] private,hospitals
[7] eight,covid
[7] covid,patients
[7] patients,day
[5] flow,tests
[5] reporting,painful
[5] painful,feet
[5] feet,children

Top Word Pairs in Tweet in G5:
[34] vaccinated,staff
[34] staff,ones
[34] ones,covid
[34] covid,right
[34] right,unvaccinated
[33] bluegrass1111,vaccinated
[31] communism,come
[31] come,america
[31] america,wrapped
[31] wrapped,covid

Top Word Pairs in Tweet in G6:
[109] hollywood,blvd
[109] blvd,saturday
[109] saturday,11
[109] 11,22
[109] 22,anti
[109] anti,vaxx
[109] vaxx,protester
[109] protester,see
[109] see,homeless
[109] homeless,people

Top Word Pairs in Tweet in G7:
[74] covid,19
[43] time,educate
[43] educate,engage
[43] engage,time
[43] time,enforce
[43] enforce,law
[43] law,saya
[43] saya,telah
[43] telah,minta
[43] minta,laporan

Top Word Pairs in Tweet in G8:
[18] covid,19
[14] vaccine,mandates
[10] strict,covid
[10] covid,policy
[9] fox,news
[9] news,hosts
[9] hosts,deride
[9] deride,vaccine
[9] mandates,complying
[9] complying,company's

Top Word Pairs in Tweet in G9:
[51] #airforce_result_do,release
[51] star,2021
[51] 2021,soon
[51] soon,possible
[51] possible,please
[51] please,sir
[50] sir,already
[50] already,lost
[45] release,result
[45] result,star

Top Word Pairs in Tweet in G10:
[14] covid,19
[9] lost,loved
[9] loved,one
[7] 19,please
[6] please,feel
[6] feel,free
[6] know,someone
[5] gone,away
[5] 19,bereaved
[5] bereaved,families

Top Replied-To
Top Replied-To in Entire Graph:
@rwmalonemd
@johncornyn
@laporcovid
@ygent_official
@mtgreenee
@prairiprincipal
@janainadobrasil
@hugodejonge
@jim_jordan
@magiliwgenerals

Top Replied-To in G1:

Top Replied-To in G2:
@ygent_official
@koreaboo
@mtvlaargentina
@teamlisaph
@mikeadamonair
@laliliesa
@kasamapaulie
@bangtanluver_7
@svftlypinkxd

Top Replied-To in G3:
@rwmalonemd
@buzzhollandermd
@dhhsfaxmachine
@carolin35224088
@carmadchris
@pallinchen
@abbyjrat
@zyadahorahahai

Top Replied-To in G4:
@talkradio
@fromwootton
@theipaper
@iancollinsuk
@beccarala
@sandyboots2020
@drlizzieskinner
@johnquiggin
@tvkev

Top Replied-To in G5:
@bluegrass1111
@marijka61
@zerohedge

Top Replied-To in G7:
@bernamadotcom
@khairykj
@rtm_malaysia

Top Replied-To in G8:
@jim_jordan
@potus
@statedept
@foxnews
@hollomanafb
@captain91751522
@rwmalonemd
@1lamontcranston
@huffpost

Top Replied-To in G9:
@narendramodi
@sonusood

Top Replied-To in G10:
@matthancock
@mari_niemela
@dashdecent
@thisischerilyn
@thegreatrejoin
@conservatives
@bestforbritain
@skynews
@markvipond
@bobrmitchell

Top Mentioned
Top Mentioned in Entire Graph:
@rwmalonemd
@filmthepolicela
@ygent_official
@khairykj
@sjs856
@white_cotton111
@bluegrass1111
@crazylovelili
@mianrey
@joeygilbertinc

Top Mentioned in G1:
@hiremaidea
@anibalsanchezi
@korir_fraizer

Top Mentioned in G2:
@ygent_official
@crazylovelili
@lsglobal_
@teamlisaph
@blackpink
@lalalal79090751
@lisabestgiri
@glamorousrapper
@lali_031827
@mikeadamonair

Top Mentioned in G3:
@rwmalonemd
@liz_wheeler
@davidjthunder
@walesonline
@clarecraigpath
@breesanna
@commonsensemd1
@ozraeliavi
@hotsauce66
@eleftheriaelpis

Top Mentioned in G4:
@safeedforall_uk
@sandyboots2020
@longcovidkids
@bbcnews
@tigressellie
@greghuntmp
@independentsage
@politicsforali
@theipaper
@zubhaque

Top Mentioned in G5:
@bluegrass1111
@joeygilbertinc
@zerohedge
@lavern_spicer
@drelidavid
@jereme45
@michaelpsenger
@amyphanwest
@001mellie
@parsifaler

Top Mentioned in G6:
@filmthepolicela
@sandracalvarado

Top Mentioned in G7:
@khairykj
@dghisham
@kkmputrajaya
@bethebain
@ikarbertweet
@ismailsabri60
@beritartm
@bernamadotcom
@health_malaysia
@bernamatv

Top Mentioned in G8:
@potus
@allinwithchris
@statedept
@presssec
@thedailyedge
@gop
@politico
@foxnews
@shearm
@whaasstsecty

Top Mentioned in G9:
@pmoindia
@anmolpaudwal
@sitaram53429574
@hmoindia
@ips_nupurprasad
@ani
@doptgoi
@abplivenews
@drjitendrasingh
@narendramodi

Top Mentioned in G10:
@borisjohnson
@skynews
@charles83230639
@conservatives
@nadhimzahawi
@goodlawproject
@briefcasemike
@carolinelucas
@barristersecret
@dfja

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@tomthunkitsmind
@el_cooperante
@knewz_currently
@ptjasamarga
@sunoticiero
@kompascom
@detikcom

Top Tweeters in G1:
@elnacionalweb
@caraotadigital
@knewz_currently
@ptjasamarga
@sunoticiero
@berkleybearnews
@robinsnewswire
@zyiteblog
@jokottenweb
@elpoliticonews

Top Tweeters in G2:
@born2bredarmy
@caream16
@fieurlalisa
@plnchkofu
@capb1221
@oitwitteiro
@mikeadamonair
@g0dismanoban
@rose084156
@koreaboo

Top Tweeters in G3:
@pedsscrub
@angryyoungman55
@financialtimes
@irene48
@walesonline
@sdrkseid
@gateta30
@rinorooter
@shrikantmhaske
@denwillliberty

Top Tweeters in G4:
@allchanges
@gracemurphy2
@curiocat13
@guardian
@mconway70
@bbcnews
@ellih53
@theipaper
@seonaidsnail
@tvkev

Top Tweeters in G5:
@zerohedge
@ashzashwash
@bobbyd0414
@lori52993
@weaverbirder
@bluegrass1111
@theunwanted46
@wazuberance
@oldpossumgus
@edqrichards

Top Tweeters in G6:
@beholdalady
@msroyaly
@chelzzayy
@turquoiseblue78
@ansaloi
@pancakesprince
@gabbiekdrice
@trumpfrederick
@baduizmsfinest
@tjarmour

Top Tweeters in G7:
@q1_3_1q
@staronline
@bernamadotcom
@yusurisan
@rtm_malaysia
@ikarbertweet
@meknimmm
@zul4ikh4hzawawi
@xxfieza
@bernamaradio

Top Tweeters in G8:
@markplackett1
@huffpost
@foxnews
@dianerocks52
@terryg1979
@politico
@bbttychmbrs
@teawithray
@elnuevoherald
@msnbc

Top Tweeters in G9:
@ani
@khushi4justice
@ssr_truth
@bjp4india
@abplivenews
@arpitimsr
@nyay4ssr
@its_ssrwarrior
@blacksheep_119
@sweetsparrkle

Top Tweeters in G10:
@sandradunn1955
@skynews
@robertgedge
@jagxjr40
@helen121
@tymvirginia
@thegreatrejoin
@satyagrahalba
@planetzuma
@brikkirby