COVID-19, Twitter, 9/6/2021 10:27:06 AM, 261274


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COVID-19_2021-09-06_00-00-01.xlsx
COVID-19_2021-09-06_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3zKdNQW
@rwmalonemd
@sharkin312
@joerogan
@thomasholleran
@drsimonegold
@maddowblog
@corona_ssyt
@joncoopertweets
@drdavidsamadi
@cnn

Top hashtags:
#covid19
#covid_19
#covid
#enhypen
#cuba
#coronavirus
#엔하이픈
#covidvaccine
#lockdown

Description:
Description
The graph represents a network of 10,563 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 September 2021 at 07:25 UTC.

The requested start date was Monday, 06 September 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, 3-minute period from Thursday, 02 September 2021 at 12:14 UTC to Sunday, 05 September 2021 at 12:17 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 : 10563
Unique Edges : 5298
Edges With Duplicates : 12462
Total Edges : 17760
Number of Edge Types : 5
Retweet : 5691
MentionsInRetweet : 6539
Replies to : 475
Mentions : 1815
Tweet : 3240
Self-Loops : 3275
Reciprocated Vertex Pair Ratio : 0.00363508442776735
Reciprocated Edge Ratio : 0.00724383689683374
Connected Components : 2964
Single-Vertex Connected Components : 957
Maximum Vertices in a Connected Component : 1662
Maximum Edges in a Connected Component : 3520
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.578408
Graph Density : 7.67166417460826E-05
Modularity : 0.551791
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 10,563 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 September 2021 at 07:25 UTC.

The requested start date was Monday, 06 September 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, 3-minute period from Thursday, 02 September 2021 at 12:14 UTC to Sunday, 05 September 2021 at 12:17 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-19
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:
[22] https://www.soompi.com/article/1487180wpp/enhypens-ni-ki-becomes-6th-member-to-test-positive-for-covid-19
[22] https://www.zerohedge.com/covid-19/rolling-stone-horse-dewormer-hit-piece-debunked-after-hospital-says-no-ivermectin
[22] https://www.dailymail.co.uk/health/article-9952555/CDC-study-estimates-80-Americans-protected-COVID-19.html
[19] https://www.washingtontimes.com/news/2021/jun/30/covid-19-lockdowns-caused-more-deaths-instead-of-r/
[19] https://www.soompi.com/article/1486831wpp/5-enhypen-members-test-positive-for-covid-19
[17] https://www.allkpop.com/article/2021/09/enhypens-heeseung-jay-jake-jungwon-sunghoon-test-positive-for-covid-19
[15] https://www.huffpost.com/entry/15-school-death-miami-dade-ron-desantis-covid_n_61340e51e4b0eab0ad99a1ca?ncid=engmodushpmg00000004
[15] https://www.houstonpublicmedia.org/articles/news/politics/2021/09/03/407791/doctors-say-texas-leaders-failed-to-stop-covid-19-from-spreading/
[13] https://www.publicsenat.fr/article/parlementaire/vaccination-obligatoire-contre-le-covid-19-les-senateurs-ps-deposent-une
[12] https://www.latimes.com/opinion/story/2021-08-26/pandemic-covid-19-stages-vaccination-intensive-care-respiratory-therapist

Top URLs in Tweet in G1:
[10] https://www.poandpo.com/
[5] https://twitter.com/LeongWaiKitCNA/status/1434383653409148932
[3] https://www.instagram.com/accounts/login/
[3] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine
[3] https://www.latimes.com/opinion/story/2021-08-26/pandemic-covid-19-stages-vaccination-intensive-care-respiratory-therapist
[3] https://rssfeeds.cloudsite.builders/2021/09/03/why-a-covid-19-vaccine-for-younger-children-is-taking-longer-than-a-vaccine-for-adults/
[3] https://news.google.com/__i/rss/rd/articles/CBMifmh0dHBzOi8vd3d3LnJldXRlcnMuY29tL2J1c2luZXNzL2hlYWx0aGNhcmUtcGhhcm1hY2V1dGljYWxzL2VhY2gtY292aWQtMTktc3VyZ2UtcG9zZXMtcmlzay1oZWFsdGhjYXJlLXdvcmtlcnMtcHRzZC0yMDIxLTA5LTA1L9IBAA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.bbc.co.uk/news/uk-58452953
[3] https://pubmed.ncbi.nlm.nih.gov/34466270/
[2] https://deamazonia.com.br/?q=278-conteudo-206914-secretario-de-saude-do-am-sobre-queda-de-65-em-obitos-por-covid-19-e-a-vacina

Top URLs in Tweet in G2:
[9] https://www.lifesitenews.com/news/experts-slam-covid-19-shots-for-children/
[6] https://coronavirus.data.gov.uk/details/healthcare
[4] https://www.jpost.com/health-and-wellness/coronavirus/covid-19-new-mu-variant-from-colombia-could-be-vaccine-resistant-who-678428
[2] https://www.bitchute.com/video/jHcDEhJgn3y6/
[2] https://www.theepochtimes.com/dr-robert-malone-mrna-vaccine-inventor-on-latest-covid-19-data-booster-shots-and-the-shattered-scientific-consensus_3979206.html
[2] https://www.thelastamericanvagabond.com/who-issues-guidance-fake-news-digital-covid-19-certificates/
[1] https://pubmed.ncbi.nlm.nih.gov/34466270/
[1] https://thefederalist.com/2021/09/01/dr-scott-atlas-science-killed-itself-over-covid-19/
[1] https://www.washingtontimes.com/news/2021/jun/30/covid-19-lockdowns-caused-more-deaths-instead-of-r/
[1] https://www.zerohedge.com/covid-19/israels-virus-czar-tells-citizens-prepare-eventual-4th-shot

Top URLs in Tweet in G3:
[3] https://www.dailymail.co.uk/health/article-9952555/CDC-study-estimates-80-Americans-protected-COVID-19.html
[2] https://justthenews.com/politics-policy/coronavirus/candace-owens-was-denied-covid-19-test-spreading-misinformation
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=429f74c0-422d-11eb-9603-659984915447&url=L3ByZXNzLXJlbGVhc2VzLzIwMjAtMDgtMTkvaXZlcm1lY3Rpbi10cmlwbGUtdGhlcmFweS1wcm90b2NvbC1mb3ItY292aWQtMTktdG8tYXVzdHJhbGlhbi1ncA==
[1] https://markgreen.house.gov/press-releases?id=5A3B8FFC-D094-4A3A-B49B-F8F3C8DE29EA&fbclid=IwAR0zzw_oPuO1_KLZyfmVTECGRVBp3jutAl9xw0L_Gre0VcjIzKKipxB5d3Y
[1] https://twitter.com/ChuckCallesto/status/1433433379056279552
[1] https://rumble.com/vm0tnh-dr.-michael-mcdowell-the-genetic-bioweapon-and-the-vaccine.html

Top URLs in Tweet in G4:
[4] https://time.com/6092446/pediatric-covid-19-surge/
[2] https://www.cbc.ca/news/canada/toronto/ontario-covid-19-vaccination-rate-1.6161726
[2] https://www.foxnews.com/entertainment/joe-rogan-negative-coronavirus-test-health-update-recovery
[2] https://www.foxnews.com/health/joe-rogan-covid-19-ivermectin-federal-warnings
[2] https://www.abc.net.au/news/2021-09-02/fears-covid-19-prison-outbreaks-to-infect-unvaccinated-inmates/100430284
[1] https://quillette.com/2021/07/06/looking-for-covid-19-miracle-drugs-we-already-have-them-theyre-called-vaccines/
[1] https://www.newsmax.com/newsfront/covid-children-delta-cdc/2021/09/04/id/1035064/
[1] https://www.newsmax.com/newsfront/candaceowens-covid-19-test/2021/09/02/id/1034847/
[1] https://www.newsmax.com/newsfront/Moderna-Vaccine-BoosterShot-FDA/2021/09/03/id/1035021/
[1] https://ukfreedomproject.org/campaigns/preventing-covid-19-vaccination-of-children/

Top URLs in Tweet in G5:
[16] https://www.allkpop.com/article/2021/09/enhypens-heeseung-jay-jake-jungwon-sunghoon-test-positive-for-covid-19
[6] https://www.koreaboo.com/news/enhypen-covid-pandemic-alwayswithenhypen-fans-kpop/
[6] https://www.koreaboo.com/news/5-enhypen-members-test-positive-covid-19/
[2] https://www.allkpop.com/article/2021/09/enhypens-ni-ki-tests-positive-for-covid-19-following-5-other-members
[2] https://www.allkpop.com/article/2021/09/enhypen-to-be-absent-from-kcontact-due-to-covid-19
[1] https://twitter.com/ENHYPEN/status/1433369119001235457
[1] https://webview.weverse.io/share/communities/5/notices/1453
[1] https://twitter.com/enhypen/status/1433369119001235457
[1] https://webview.weverse.io/share/communities/5/notices/1445

Top URLs in Tweet in G6:
[1] https://www.allkpop.com/article/2021/09/enhypens-ni-ki-tests-positive-for-covid-19-following-5-other-members

Top URLs in Tweet in G7:
[6] https://nypost.com/2021/09/01/joe-rogan-got-covid-after-urging-listeners-not-to-get-vaccine/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[5] https://www.merck.com/news/merck-statement-on-ivermectin-use-during-the-covid-19-pandemic/
[4] https://saskatoon.ctvnews.ca/saskatoon-farm-supply-store-selling-out-of-livestock-drug-touted-as-covid-19-treatment-1.5570212
[3] https://nypost.com/2021/09/03/joe-rogan-tests-negative-for-covid-19-days-after-virus-reveal/?utm_medium=SocialFlow&utm_campaign=SocialFlow&utm_source=NYPTwitter
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/each-covid-19-surge-poses-risk-healthcare-workers-ptsd-2021-09-05/?taid=6134ac91eca2670001c46475&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/each-covid-19-surge-poses-risk-healthcare-workers-ptsd-2021-09-05/?taid=613499df05de4d0001e773ed&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.sciencenews.org/article/covid-coronavirus-vaccines-hospital-cases-rates-unvaccinated
[1] https://cnn.it/3jIShX5
[1] https://cnn.it/3jEyUia
[1] https://cnn.it/3Burzrr

Top URLs in Tweet in G8:
[4] https://www.news4jax.com/news/local/2021/09/02/2-children-die-of-covid-19-in-24-hours-at-jacksonville-hospital/
[3] https://www.jacksonville.com/story/news/coronavirus/2021/09/02/covid-19-24-hours-2-children-died-wolfson-childrens-hospital-jacksonville-pediatric-icu/5693254001/
[2] https://www.change.org/p/united-nations-petition-governments-to-support-antiviral-protocols-against-covid-19/u/29297448
[2] https://www.newsweek.com/2021/02/19/covid-19-could-increase-dementia-other-brain-disorders-decades-come-1567649.html
[2] https://inqld.com.au/news/2020/08/17/aussie-drug-shows-promise-in-slowing-down-effects-of-covid-19-limiting-spread/
[1] https://www.channelnewsasia.com/singapore/covid-19-pre-departure-test-travellers-australia-korea-new-zealand-2157806?cid=TWTcna
[1] https://cna.asia/3BBwqak
[1] https://cna.asia/3zIzOQd
[1] https://bit.ly/2Vj2AIc
[1] https://lopezdoriga.com/nacional/mexico-covid-19-coronavirus-pandemia-epidemia-01-09-2021/

Top URLs in Tweet in G9:
[4] https://www.fda.gov/consumers/consumer-updates/why-you-should-not-use-ivermectin-treat-or-prevent-covid-19
[2] https://www.usatoday.com/story/travel/destinations/2021/09/01/europe-travel-us-bulgaria-prohibited-rising-covid-19-cases/5683302001/
[2] http://www.granma.cu/cuba-covid-19/2021-09-01/cuando-seran-vacunados-todos-los-estudiantes-en-cuba-01-09-2021-23-09-00
[2] https://www.malaymail.com/news/world/2021/09/02/new-zealand-says-fall-in-covid-19-cases-shows-delta-lockdown-working/2002375?utm_term=Autofeed&utm_medium=Social&utm_channel=Echobox&utm_source=Twitter#Echobox=1630557220
[2] https://lifestyle.bisnis.com/read/20210903/106/1437586/sakit-telinga-termasuk-gejala-covid-19-varian-delta-ini-penjelasannya?utm_source=dlvr.it&utm_medium=twitter
[2] https://link.medium.com/yomBOsbGZib
[2] https://www.cbc.ca/news/health/canada-covid-19-booster-shots-3rd-dose-1.6164614?cmp=rss
[2] https://www.zerohedge.com/covid-19/rolling-stone-horse-dewormer-hit-piece-debunked-after-hospital-says-no-ivermectin
[1] https://thehill.com/opinion/healthcare/570845-licenses-of-doctors-who-spread-harmful-covid-19-information-should-be-at
[1] https://lnkd.in/gC3S5dQ

Top URLs in Tweet in G10:
[3] http://www.granma.cu/cuba/2021-09-01/verifica-diaz-canel-en-oxicuba-montaje-de-nueva-planta-de-oxigeno-medicinal
[3] http://www.granma.cu/cuba-covid-19/2021-09-02/cuba-comenzara-conversaciones-con-la-oms-para-la-precalificacion-de-las-vacunas-contra-la-covid-19-02-09-2021-11-09-52
[2] http://www.granma.cu/cuba-covid-19/2021-09-03/cuba-sera-el-primer-pais-que-realice-una-campana-de-vacunacion-infantil-contra-la-covid-19-03-09-2021-23-09-53
[2] http://www.cubadebate.cu/noticias/2021/09/04/gobierno-de-eeuu-no-ha-solicitado-a-cuba-vuelos-para-ayudar-en-el-contexto-de-la-covid-19/
[2] http://www.cubadebate.cu/noticias/2021/09/04/cuba-enfrenta-los-estragos-de-la-covid-19-y-de-otros-huracanes/
[2] http://www.cubadebate.cu/noticias/2021/09/05/covid-19-en-el-mundo-casi-el-90-de-municipios-de-guatemala-en-alerta-roja/
[1] https://www.radiobayamo.icrt.cu/2021/09/04/abdala-sinonimo-de-esperanza-audio-y-video/
[1] https://bit.ly/3kOem66
[1] http://www.granma.cu/cuba/2021-09-02/cuba-comenzara-conversaciones-con-la-oms-para-la-precalificacion-de-las-vacunas-contra-la-covid-19-02-09-2021-11-09-52
[1] https://www.telesurtv.net/datafactory/covid/es/indice.html

Top Domains
Top Domains in Tweet in Entire Graph:
[196] twitter.com
[86] co.uk
[53] trib.al
[50] zerohedge.com
[47] soompi.com
[42] com.br
[42] bit.ly
[36] ctvnews.ca
[35] youtube.com
[35] nhs.uk

Top Domains in Tweet in G1:
[53] twitter.com
[21] poandpo.com
[17] com.br
[14] co.uk
[12] nhs.uk
[11] google.com
[8] msn.com
[8] sky.com
[6] latimes.com
[6] wsj.com

Top Domains in Tweet in G2:
[9] lifesitenews.com
[7] gov.uk
[4] jpost.com
[3] theepochtimes.com
[2] nih.gov
[2] bitchute.com
[2] thelastamericanvagabond.com
[1] thefederalist.com
[1] washingtontimes.com
[1] zerohedge.com

Top Domains in Tweet in G3:
[3] co.uk
[2] justthenews.com
[2] bloomberg.com
[1] house.gov
[1] twitter.com
[1] rumble.com

Top Domains in Tweet in G4:
[4] time.com
[4] foxnews.com
[3] newsmax.com
[3] cbc.ca
[2] theepochtimes.com
[2] net.au
[1] quillette.com
[1] ukfreedomproject.org
[1] co.uk
[1] trib.al

Top Domains in Tweet in G5:
[20] allkpop.com
[12] koreaboo.com
[2] twitter.com
[2] weverse.io

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

Top Domains in Tweet in G7:
[9] nypost.com
[6] cnn.it
[5] merck.com
[4] reuters.com
[4] reut.rs
[4] ctvnews.ca
[3] inquirer.net
[3] thedailybeast.com
[3] n.pr
[2] sciencenews.org

Top Domains in Tweet in G8:
[4] lopezdoriga.com
[4] cdc.gov
[4] news4jax.com
[3] jacksonville.com
[2] cna.asia
[2] change.org
[2] newsweek.com
[2] com.au
[1] channelnewsasia.com
[1] bit.ly

Top Domains in Tweet in G9:
[4] usatoday.com
[4] fda.gov
[2] granma.cu
[2] malaymail.com
[2] bisnis.com
[2] medium.com
[2] cbc.ca
[2] zerohedge.com
[1] thehill.com
[1] lnkd.in

Top Domains in Tweet in G10:
[12] granma.cu
[8] cubadebate.cu
[1] icrt.cu
[1] bit.ly
[1] telesurtv.net
[1] cnn.it
[1] radiorebelde.cu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[292] covid19
[229] covid_19
[98] covid
[70] enhypen
[57] cuba
[31] coronavirus
[25] 엔하이픈
[22] covidvaccine
[18] lockdown
[18] rusiaconvenezuela



Top Hashtags in Tweet in G1:
[50] covid_19
[45] covid19
[19] covid
[15] news
[13] coronavirus
[8] health
[7] covidvaccine
[6] whatshappeninginmyanmar
[5] cuba
[5] myanmarcovidsos

Top Hashtags in Tweet in G2:
[5] covid_19
[3] nyc
[2] obbligovaccinale
[2] mandatoryvaccination
[1] obbligo_vaccinale
[1] vaccino
[1] vaccini
[1] nogreenpass
[1] thedailywrapup
[1] who

Top Hashtags in Tweet in G4:
[2] covid19
[1] usa
[1] auspol
[1] america
[1] nih
[1] ivermectine

Top Hashtags in Tweet in G5:
[55] enhypen
[23] 엔하이픈
[5] alwayswithenhypen
[2] kcontacthi5
[1] 엔하이픈_희승
[1] 희승
[1] ヒスン
[1] enhypen_heeseung
[1] heeseung

Top Hashtags in Tweet in G7:
[3] youknowthingsareoutofcontrolwhen
[1] vaccines

Top Hashtags in Tweet in G8:
[21] covid19
[3] sabah
[3] hospitals
[2] ivermectin
[2] pycnogenol
[2] longcovid
[2] dementia
[1] domandolapandemia
[1] ejemplomundial
[1] sarscov2

Top Hashtags in Tweet in G9:
[9] covid19
[5] กองทัพภาคที่4
[4] กองพลพัฒนาที่4
[4] การให้มีความสุขมากกว่าการรับ
[4] วันที่
[2] cuba
[2] cubaporlavida
[2] الفلبين
[2] covidiots
[2] boostershots

Top Hashtags in Tweet in G10:
[29] cuba
[19] covid_19
[9] cubaporlavida
[7] importante
[7] abdala
[7] covid19
[5] sosusa
[5] sosflorida
[5] cnn
[5] español

Top Words
Top Words in Tweet in Entire Graph:
[7049] covid
[6593] 19
[720] vaccine
[560] vaccination
[488] more
[434] ivermectin
[431] people
[387] cdc
[379] positive
[368] deaths

Top Words in Tweet in G1:
[943] covid
[899] 19
[95] vaccine
[72] vaksin
[63] cases
[53] people
[50] #covid_19
[48] more
[46] 2021
[45] #covid19

Top Words in Tweet in G2:
[193] rwmalonemd
[159] against
[157] ivermectin
[155] efficacy
[154] multifaceted
[154] drug
[154] nobel
[154] prize
[154] honoured
[154] distinction

Top Words in Tweet in G3:
[217] covid
[217] 19
[196] vaccination
[192] cdc
[192] estimates
[192] protected
[190] 83
[139] drdavidsamadi
[139] public
[138] american

Top Words in Tweet in G4:
[199] covid
[187] 19
[163] deaths
[113] cdc
[111] drsimonegold
[101] vaccinated
[100] vaccine
[99] unvaccinated
[85] days
[82] within

Top Words in Tweet in G5:
[153] 19
[139] covid
[131] enhypen
[68] enhypen_members
[60] belift
[60] heeseung
[60] jake
[56] jay
[55] #enhypen
[54] jungwon

Top Words in Tweet in G6:
[111] enhypen
[104] prayer
[103] circle
[102] tanniekosmossss
[101] bts
[101] txt
[28] covid
[28] 19
[25] positive
[15] know

Top Words in Tweet in G7:
[105] covid
[94] 19
[33] vaccine
[32] ako
[29] bigyan
[24] cnn
[21] fauci
[20] dr
[19] people
[19] anthony

Top Words in Tweet in G8:
[71] covid
[71] 19
[25] realidad
[25] florida
[23] cdcgov
[21] #covid19
[20] reported
[18] méxico
[16] ayer
[15] lopezdoriga

Top Words in Tweet in G9:
[114] 19
[112] covid
[63] จ
[45] น
[45] ก
[45] ด
[42] หน
[42] กองท
[41] ม
[39] ย

Top Words in Tweet in G10:
[34] 19
[30] covid
[30] #cuba
[26] contra
[21] vacunas
[19] #covid_19
[17] diazcanelb
[13] cubacooperaven
[12] oms
[12] mundo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6392] covid,19
[293] 19,vaccine
[246] positive,covid
[226] protected,covid
[220] contra,covid
[206] estimates,83
[173] 19,vaccination
[169] nobel,prize
[164] ivermectin,multifaceted
[164] multifaceted,drug

Top Word Pairs in Tweet in G1:
[878] covid,19
[57] 19,vaccine
[35] contra,covid
[32] vaksin,covid
[28] 19,cases
[17] vaksin,merah
[17] merah,putih
[17] 19,vaccines
[16] 19,pandemic
[15] 19,vaccination

Top Word Pairs in Tweet in G2:
[154] ivermectin,multifaceted
[154] multifaceted,drug
[154] drug,nobel
[154] nobel,prize
[154] prize,honoured
[154] honoured,distinction
[154] distinction,indicated
[154] indicated,efficacy
[154] efficacy,against
[154] against,global

Top Word Pairs in Tweet in G3:
[217] covid,19
[192] protected,covid
[190] estimates,83
[138] cdc,estimates
[138] 83,american
[138] american,public
[138] public,protected
[138] 19,whether
[138] whether,vaccination
[138] vaccination,natural

Top Word Pairs in Tweet in G4:
[187] covid,19
[81] cdc,listing
[81] listing,vaccinated
[81] vaccinated,covid
[81] 19,deaths
[81] deaths,unvaccinated
[81] unvaccinated,deaths
[81] deaths,die
[81] die,within
[81] within,14

Top Word Pairs in Tweet in G5:
[139] covid,19
[55] jay,jake
[43] 19,diagnosis
[41] tact,hi
[40] heeseung,jay
[39] enhypen_members,enhypen
[37] diagnosis,enhypen
[36] enhypen,#enhypen
[33] enhypenweverse,notice
[32] enhypen,members

Top Word Pairs in Tweet in G6:
[103] prayer,circle
[101] circle,bts
[101] bts,txt
[101] txt,enhypen
[99] tanniekosmossss,prayer
[28] covid,19
[25] positive,covid
[15] know,makes
[15] makes,painful
[15] painful,15

Top Word Pairs in Tweet in G7:
[94] covid,19
[21] 19,vaccine
[19] dr,anthony
[19] anthony,fauci
[17] ako,ng
[16] three,doses
[16] doses,covid
[16] vaccine,needed
[16] needed,full
[16] full,protection

Top Word Pairs in Tweet in G8:
[71] covid,19
[20] florida,reported
[14] ayer,méxico
[14] contre,covid
[14] sénateurs,ps
[14] reported,338
[14] 338,deaths
[14] deaths,covid
[14] 19,cdcgov
[14] cdcgov,today

Top Word Pairs in Tweet in G9:
[112] covid,19
[36] กองท,พไทย
[34] พไทย,โดย
[31] ำด,ม
[27] rtarf_pr,กองท
[21] army,delivery
[21] หน,วยบ
[21] จ,ดกำล
[21] ดกำล,งพลจ
[21] งพลจ,ตอาสา

Top Word Pairs in Tweet in G10:
[30] covid,19
[12] contra,covid
[10] contra,#covid_19
[8] ensayo,clínico
[7] #importante,fase
[7] fase,iii
[7] iii,ensayo
[7] clínico,#abdala
[7] #abdala,demostró
[7] demostró,tenía

Top Replied-To
Top Replied-To in Entire Graph:
@rwmalonemd
@sbyfess
@docohm47
@amadaris78
@clairlemon
@arkmedic
@tanniekosmossss
@drsimonegold
@bfmtv
@govrondesantis

Top Replied-To in G2:
@rwmalonemd
@angryyorkshire2
@kenwood_2000
@leslawdietrich
@dominiquetaegon

Top Replied-To in G3:
@davidbewart
@repthomasmassie

Top Replied-To in G4:
@catturd2
@karthikperumals
@drsimonegold
@bigpermie
@msnbc

Top Replied-To in G5:
@enhypen

Top Replied-To in G6:
@tanniekosmossss

Top Replied-To in G7:
@sylviagastelbon
@tymesdark
@timwilliamsart
@drphibesx
@brandeezy_c
@k2thechad
@heckyessica
@adamgrimsley
@walshfreedom

Top Replied-To in G8:
@menabster
@inabster
@1bitcoinash

Top Replied-To in G9:
@arkmedic
@zerocovid4ever
@bro2face
@rhadebelihle
@zdndrn2
@juliasamaha2
@becwrong
@andreasrieve
@us_fda

Top Mentioned
Top Mentioned in Entire Graph:
@rwmalonemd
@drdavidsamadi
@drsimonegold
@tanniekosmossss
@enhypen_members
@jackposobiec
@enhypen
@lovebirdliz
@olatzvazquez
@sukunabikona7

Top Mentioned in G1:
@carmenshier
@tameelirshadage
@lcarrillo_apeaa
@metrosulawesi
@hiremaidea
@toodles4dles
@cosmicdisrupt
@lntribune
@bcravenart69

Top Mentioned in G2:
@rwmalonemd
@mammiebocockiq
@zoeharcombe
@fatemperor
@yourealldunces
@garethicke
@esquireerrant
@nycmayor
@jools_miss
@marksnake31

Top Mentioned in G3:
@drdavidsamadi
@jackposobiec
@repthomasmassie
@andrewpollackfl
@repmarkgreen
@jsolomonreports
@rwmalonemd
@crownslew
@govkristinoem
@robmaness

Top Mentioned in G4:
@drsimonegold
@joerogan
@breannamorello
@cbcnews
@electionwiz
@newsmax
@erictopol
@rwmalonemd
@christinapushaw

Top Mentioned in G5:
@enhypen_members
@enhypen
@enhypenweverse
@enhypen_jp
@allkpop
@koreaboo
@enhypenthailand
@kpop_herald
@enhypenluvs
@enhypenupdates

Top Mentioned in G6:
@tanniekosmossss
@sjydiorz
@seokjinpogi_
@jiminizedsoul
@_krdaddies_
@allkpop

Top Mentioned in G7:
@cnn
@npr
@inquirerdotnet
@reuters
@thedailybeast
@nypost
@adamschefter
@miamiherald
@realcj10
@lenirobredo

Top Mentioned in G8:
@cdcgov
@lopezdoriga
@nikkifried
@laissonslespre1
@dwuhlfelderlaw
@inabster
@channelnewsasia
@menabster
@darkifranky
@zev_dr

Top Mentioned in G9:
@rtarf_pr
@dearauntcrabby
@3prcenter1
@us_fda
@usatoday
@army4pr
@4th_div
@scottgottliebmd
@1artyregt
@acthealth

Top Mentioned in G10:
@diazcanelb
@cubacooperaven
@cubadebatecu
@japortalmiranda
@granma_digital
@cigbcuba
@michele_curto
@lgucubacoopera
@cdi10demarzo
@maiquetiacdi

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@tomthunkitsmind
@jornalistavitor
@mrdjones
@detikcom
@berkleybearnews
@okezonenews
@zyiteblog

Top Tweeters in G1:
@la_patilla
@mrdjones
@berkleybearnews
@okezonenews
@gacetamadrid
@portaldiarioar
@pairsonnalitesa
@poandpo
@ardannews
@cpa_breda

Top Tweeters in G2:
@navroopsingh_
@ajuix
@izzysroses
@scotlandrobbed
@neighhay
@beachkatie
@usbornnraised
@dringcarol
@hausfrau4ever
@33freeme33

Top Tweeters in G3:
@davidbewart
@beank511
@elizbethlmaness
@lsferguson
@seabees1822
@saras3s3
@kimbo1118
@rollypoly31
@dwf57
@hardestofrock

Top Tweeters in G4:
@foxnews
@abcnews
@libbystone2
@msnbc
@cbcnews
@radiocanadainfo
@i_am_niteangel
@epochtimes
@vollrathtammie
@joseph65102920

Top Tweeters in G5:
@moredannn
@cheepeva
@arlisakhadia
@allkpop
@jj_pwn
@koreaboo
@pumpkin99s
@shookethadmiral
@blackksweetie
@heeseungcokr

Top Tweeters in G6:
@pinkbwrry06
@bangatansam
@nuraliyah_7
@venvante
@jiminizedsoul
@bts1fan8
@jerie17972383
@harrysfxkelove
@tanniekosmossss
@jasukeluff

Top Tweeters in G7:
@5fec93919a544d3
@inquirerdotnet
@reuters
@johnnydee62
@nypost
@thedailybeast
@cnn
@cindy63306167
@cindygallop
@newsweek

Top Tweeters in G8:
@judehaste_write
@inabster
@menabster
@viralvideovlogs
@saferprint
@loyalfan1
@channelnewsasia
@brunedrot
@lopezdoriga
@vitot27

Top Tweeters in G9:
@bisniscom
@staronline
@corona_ssyt
@midusamom
@djriter
@usatoday
@kattompkins
@zipillinois
@malaymail
@christellar

Top Tweeters in G10:
@telesurtv
@mgonzov
@ivism20
@maribervin
@mairabr73871957
@granma_digital
@cubacooperavetr
@doc_hal
@radiorebeldecu
@jorgemision5