COVID-19, Twitter, 12/6/2021 9:08:27 AM, 267719


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COVID-19_2021-12-06_00-00-01.xlsx
COVID-19_2021-12-06_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3IobgRe
@lateefsaka
@ogbenidipo
@mbele_lnb
@clintzmix
@who
@brucehlomla
@jljcolorado
@covidnewsbymib
@mohfw_india
@kuwade1

Top hashtags:
#covid19
#covid_19
#covid
#coronavirus
#omicron
#toquedequeda
#covidー19
#vaccine

Description:
Description
The graph represents a network of 10,365 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 December 2021 at 08:22 UTC.

The requested start date was Monday, 06 December 2021 at 01:01 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, 4-minute period from Thursday, 02 December 2021 at 12:12 UTC to Sunday, 05 December 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 : 10365
Unique Edges : 5260
Edges With Duplicates : 12321
Total Edges : 17581
Number of Edge Types : 5
Retweet : 5502
MentionsInRetweet : 6095
Tweet : 3292
Replies to : 545
Mentions : 2147
Self-Loops : 3395
Reciprocated Vertex Pair Ratio : 0.00340798442064265
Reciprocated Edge Ratio : 0.00679281901989326
Connected Components : 2988
Single-Vertex Connected Components : 1033
Maximum Vertices in a Connected Component : 841
Maximum Edges in a Connected Component : 1691
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.865285
Graph Density : 7.67434417590446E-05
Modularity : 0.540851
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,365 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 December 2021 at 08:22 UTC.

The requested start date was Monday, 06 December 2021 at 01:01 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, 4-minute period from Thursday, 02 December 2021 at 12:12 UTC to Sunday, 05 December 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:
[30] https://www.gov.uk/government/publications/myocarditis-and-pericarditis-after-covid-19-vaccination/myocarditis-and-pericarditis-after-covid-19-vaccination-guidance-for-healthcare-professionals
[30] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902717-3%2Ffulltext&rc=0
[20] https://www.shropshirestar.com/news/health/coronavirus-covid19/2021/02/06/telford-takes-brunt-of-covid-19-fines/
[15] https://www.nature.com/articles/s42003-021-02866-9
[14] https://www.rakyatpriangan.com/hiburan/pr-1432064208/sembuh-dari-covid-19-lisa-blackpink-siap-jalani-aktivitas-baru
[14] http://cbsnews.com/news/marcus-lamb-daystar-covid-death-vaccine-misinformation/?ftag=CNM-00-10aab7e&linkId=142650832
[13] https://www.soompi.com/article/1502242wpp/kep1er-to-postpone-debut-after-staff-tests-positive-for-covid-19-members-test-negative
[13] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary
[13] https://public.tableau.com/views/RapidCOVID-19virology-Mobilefriendly/Summary?%3AshowVizHome=no&%3Aembed=true#2
[10] https://justthenews.com/politics-policy/health/dying-covid-19-patient-recovers-after-court-orders-ivermectin-treatment

Top URLs in Tweet in G1:
[8] https://www.donegallive.ie/news/local-news/702751/donegal-had-10-of-all-covid-19-linked-deaths-in-november.html
[4] https://www.liputan6.com/news/read/4726531/hadapi-libur-nataru-epidemiolog-prediksi-peningkatan-covid-19-di-indonesia-lebih-rendah-dari-tahun-lalu
[3] https://www.latimes.com/california/story/2021-12-02/l-a-county-records-first-case-of-omicron-variant
[3] https://www.instagram.com/accounts/login/
[3] https://twitter.com/i/events/1465265002399502338
[2] https://www.angers.fr/actualites-sorties/63847-un-centre-de-vaccination-va-ouvrir-a-l-hotel-de-ville/index.html
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanepe%2Farticle%2FPIIS2666-7762%2821%2900258-1%2Ffulltext%3Fs%3D08&rc=0
[2] https://twitter.com/i/events/1466320861607071745
[2] https://www.bandab.com.br/economia/camara-aprova-projeto-que-obriga-app-a-pagar-por-15-dias-entregador-afastado-por-covid/
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.archives-pmr.org%2Farticle%2FS0003-9993%2821%2900329-4%2Ffulltext&rc=0

Top URLs in Tweet in G3:
[4] https://www.reuters.com/business/retail-consumer/german-covid-19-rules-put-off-shoppers-says-retailer-group-2021-12-05/?taid=61aca9cdc0e0a70001e3d493&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://fusernews.com/variante-omicron-podria-causar-la-mitad-de-las-infecciones-por-covid-19-en-los-proximos-meses/
[2] https://www.reuters.com/world/asia-pacific/covid-19-curbs-chinas-power-indo-pacific-risks-war-significant-report-2021-12-05/?taid=61aca6404c9fd400019fa354&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/german-state-reports-four-fully-vaccinated-people-infected-with-omicron-2021-12-01/?taid=61a75b91a5e4bc0001be368f&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/roche-develops-new-test-kits-covid-19-omicron-variant-2021-12-03/?taid=61aa0346ae5a7d000137b5ef&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/us/omicron-covid-19-variant-case-identified-minnesota-2021-12-02/
[2] https://twitter.com/i/broadcasts/1jMKgeWymWeJL
[2] https://actualidad.rt.com/actualidad/412670-rusia-contabiliza-32602-contagios-1206-muertes
[2] https://www.vtv.gob.ve/dia-629-lucha-covid-contagios-04122021/
[2] https://www.vtv.gob.ve/dia-628-lucha-contra-covid-19-venezuela-03122021/

Top URLs in Tweet in G4:
[4] https://www.thestar.com/news/city_hall/2021/12/02/omicron-variant-suspected-in-covid-19-outbreak-at-toronto-east-detention-centre.html
[3] https://www.tnnthailand.com/news/covid19/98479/
[3] https://pubmed.ncbi.nlm.nih.gov/34787247/
[2] https://www.utoronto.ca/news/dentists-lower-risk-getting-covid-19-study
[2] https://twitter.com/drakchaurasia/status/1436636834595893255?s=19
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/brain-problems-found-1-hospitalized-covid-19-patients-real-world-data-shows-2021-12-01/
[1] https://bit.ly/3IkaxAn
[1] https://www.tnnthailand.com/news/covid19/98508/
[1] https://thematter.co/brief/162063/162063
[1] https://thematter.co/brief/161849/161849

Top URLs in Tweet in G5:
[3] https://www.sinarharian.com.my/article/175739/KHAS/Covid-19/Guru-positif-Covid-19-MRSM-Pendang-dinasihat-tutup-tiga-hari?utm_source=Sinar+Harian&utm_medium=Sinar+Harian&utm_campaign=Guru+positif+Covid-19,+MRSM+Pendang+dinasihat+tutup+tiga+hari
[3] https://cakapsukan.com/2021/12/05/faisal-dan-khairulazhan-positif-covid-19/
[2] https://www.bernama.com/bm/am/news.php?id=2029842#.Yans2ON8MF0.twitter
[1] https://www.sinarharian.com.my/article/175737/KHAS/Covid-19/Singapura-kesan-dua-kes-import-Covid-19-ujian-awal-varian-Omicron
[1] https://twitter.com/whowpro/status/1467025885073133569

Top URLs in Tweet in G6:
[3] https://www.thedailybeast.com/covid-19-outbreak-on-norwegian-cruise-ship-breakaway-before-docking-in-new-orleans?via=twitter_page
[2] https://www.thedailybeast.com/marcus-lamb-high-flying-anti-vax-daystar-tv-network-founder-dies-of-covid-19?via=twitter_page
[1] https://www.vaccines.gov/
[1] https://www.nbcnews.com/news/asian-america/taiwanese-immigrant-who-invented-n95-mask-working-amid-covid-19-n1233777
[1] https://twitter.com/taaforg/status/1466881653762973700
[1] https://www.huffpost.com/entry/joe-biden-trump-covid-19-diagnosis_n_61a7c6ede4b044a1cc1dbbd6?utm_campaign=share_twitter&ncid=engmodushpmg00000004
[1] https://www.hhs.gov/about/news/2021/12/03/statement-hhs-secretary-xavier-becerra-release-of-departments-division-level-covid-19-vaccination-data.html
[1] https://trib.al/LRxIMlT
[1] https://www.cnn.com/2021/12/02/us/nfl-suspensions-covid-protocols/index.html
[1] https://www.thedailybeast.com/marcus-lamb-high-flying-anti-vax-daystar-tv-network-founder-dies-of-covid-19?source=twitter&via=mobile

Top URLs in Tweet in G7:
[18] https://www.gov.uk/government/publications/myocarditis-and-pericarditis-after-covid-19-vaccination/myocarditis-and-pericarditis-after-covid-19-vaccination-guidance-for-healthcare-professionals
[6] https://news.sky.com/story/covid-19-omicron-variant-may-cause-symptoms-sooner-after-infection-as-uk-cases-rise-to-160-12485998
[2] https://news.sky.com/story/just-take-the-vaccine-the-hospital-and-patients-still-battling-with-the-spectre-of-covid-12483946
[2] https://news.sky.com/story/covid-19-at-least-50-people-infected-with-omicron-variant-at-christmas-party-in-norway-12485045
[2] https://www.gov.uk/government/news/mhra-approves-xevudy-sotrovimab-a-covid-19-treatment-found-to-cut-hospitalisation-and-death-by-79
[2] https://www.newscientist.com/article/2294250-how-much-less-likely-are-you-to-spread-covid-19-if-youre-vaccinated/
[2] https://news.sky.com/story/covid-19-number-of-social-gatherings-held-at-downing-street-in-run-up-to-christmas-last-year-sky-news-understands-12484108
[1] https://news.sky.com/story/covid-19-some-omicron-cases-have-mild-symptoms-and-experts-should-know-more-in-coming-days-who-12483930
[1] https://news.sky.com/story/covid-19-pre-departure-tests-for-all-uk-arrivals-to-tackle-omicron-as-another-country-added-to-red-list-12486556
[1] https://news.sky.com/story/covid-19-pfizer-and-moderna-jabs-give-best-overall-boost-uk-study-finds-12485047

Top URLs in Tweet in G8:
[2] https://investigasi.org/data-terbaru-keamanan-efikasi-vaksin-covid-19/
[1] https://twitter.com/irwank2k2/status/1392862371509506048
[1] https://www.halodoc.com/artikel/apakah-azithromycin-mampu-mengobati-covid-19
[1] https://www.cnnindonesia.com/gaya-hidup/20211203075656-255-729313/beda-gejala-covid-19-omicron-setelah-vaksin-dan-belum-vaksin?utm_campaign=cnnsocmed&utm_medium=oa&utm_source=Twitter&utm_content=detikcom&utm_term=echoboxauto#Echobox=1638532289-1
[1] https://health.detik.com/berita-detikhealth/d-5838324/omicron-sudah-sampai-singapura-yakin-belum-ada-di-indonesia?utm_term=echoboxauto&utm_campaign=detikcomsocmed&utm_medium=oa&utm_content=detikcom&utm_source=Twitter#Echobox=1638485776
[1] https://news.detik.com/berita-jawa-timur/d-5839454/warga-malang-yang-diviralkan-buta-usai-vaksinasi-kini-gampang-capek-dan-sakit?utm_term=echoboxauto&utm_campaign=detikcomsocmed&utm_medium=oa&utm_content=detikcom&utm_source=Twitter#Echobox=1638531456
[1] https://vaersanalysis.info/2021/11/05/vaers-summary-for-covid-19-vaccines-through-10-29-2021/
[1] https://mediaindonesia.com/humaniora/423221/risiko-kematian-akibat-covid-19-pada-usia-produktif-melonjak
[1] https://www.ntd.com/fauci-covid-19-hospitalizations-rising-among-vaccinated-people_703626.html
[1] https://dailyexpose.uk/2021/10/07/shocking-a-world-health-organisation-database-lists-2201851-adverse-reactions-to-the-covid-19-vaccine-including-birth-disorders/

Top URLs in Tweet in G9:
[6] https://www.medonet.pl/koronawirus-pytania-i-odpowiedzi/leczenie-koronawirusa,amantadyna-w-zwalczaniu-covid-19--jest-nowe-badanie-i-nowe-odkrycie,artykul,56851703.html
[2] https://humansarefree.com/2021/11/pfizer-clinical-trial-data-covid-19-jab-aids.html
[2] https://wiadomosci.wp.pl/obowiazek-szczepien-na-covid-19-i-grzywny-dla-niezaszczepionych-lewicy-zglasza-projekt-ustawy-6712099711187648a
[1] https://klub-lewica.org.pl/aktualnosci/1978-tak-dla-obowiazkowych-szczepien-dla-doroslych-przeciw-covid-19
[1] https://wprost.pl/10561927
[1] https://dorzeczy.pl/opinie/234067/gawkowski-szczepienia-powinny-miec-charakter-obowiazkowy.html
[1] https://www.rp.pl/zdrowie/art19167011-lewica-sklada-ustawe-o-obowiazkowych-szczepieniach-na-covid-19
[1] https://tvn24.pl/polska/koronawirus-w-polsce-nowe-przypadki-zakazenia-i-smierci-5-grudnia-5514165
[1] https://twitter.com/__Lewica/status/1467406716698447875
[1] https://pulsmedycyny.pl/adam-niedzielski-powoli-myslimy-o-obowiazku-szczepien-1135200

Top URLs in Tweet in G10:
[2] https://www.businesstoday.in/coronavirus/story/covid-19-india-administers-over-1-crore-vaccine-doses-in-one-day-314448-2021-12-04
[2] https://www.shorturl.at/lASWZ
[1] https://timesofindia.indiatimes.com/entertainment/hindi/bollywood/news/sushant-singh-rajput-had-invented-a-corona-app-to-detect-covid-19/articleshow/77695080.cms
[1] https://twitter.com/jairamthakurbjp/status/1467339771840135169
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8481107/

Top Domains
Top Domains in Tweet in Entire Graph:
[209] twitter.com
[149] blogspot.com
[74] gov.uk
[57] co.uk
[57] sky.com
[56] reuters.com
[50] nih.gov
[49] bit.ly
[48] com.br
[42] elsevierhealth.com

Top Domains in Tweet in G1:
[49] twitter.com
[19] elpolitico.com
[18] com.br
[12] co.za
[11] gov.uk
[11] msn.com
[10] co.uk
[10] cnn.com
[10] advisor.news
[10] francetvinfo.fr

Top Domains in Tweet in G3:
[15] reuters.com
[8] fusernews.com
[7] gob.ve
[4] channelnewsasia.com
[3] twitter.com
[3] bit.ly
[2] rt.com
[2] malaymail.com
[2] facebook.com
[2] mazo4f.com

Top Domains in Tweet in G4:
[7] twitter.com
[4] tnnthailand.com
[4] wsoctv.com
[4] thestar.com
[3] cdc.gov
[3] nih.gov
[2] thematter.co
[2] utoronto.ca
[2] reuters.com
[2] abc11.com

Top Domains in Tweet in G5:
[4] com.my
[3] cakapsukan.com
[2] bernama.com
[1] twitter.com

Top Domains in Tweet in G6:
[6] thedailybeast.com
[1] vaccines.gov
[1] nbcnews.com
[1] twitter.com
[1] huffpost.com
[1] hhs.gov
[1] trib.al
[1] cnn.com

Top Domains in Tweet in G7:
[24] gov.uk
[18] sky.com
[3] nhs.uk
[2] newscientist.com
[1] reuters.com
[1] twitter.com
[1] mi6rogue.com

Top Domains in Tweet in G8:
[2] twitter.com
[2] detik.com
[2] investigasi.org
[1] halodoc.com
[1] cnnindonesia.com
[1] vaersanalysis.info
[1] mediaindonesia.com
[1] ntd.com
[1] dailyexpose.uk

Top Domains in Tweet in G9:
[6] medonet.pl
[3] humansarefree.com
[2] twitter.com
[2] wp.pl
[1] org.pl
[1] wprost.pl
[1] dorzeczy.pl
[1] rp.pl
[1] tvn24.pl
[1] pulsmedycyny.pl

Top Domains in Tweet in G10:
[2] businesstoday.in
[2] shorturl.at
[1] indiatimes.com
[1] twitter.com
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[499] covid19
[353] covid_19
[180] covid
[111] coronavirus
[98] omicron
[97] toquedequeda
[96] covidー19
[72] vaccine
[69] estadodealarma
[63] pfizer



Top Hashtags in Tweet in G1:
[69] covid19
[39] covid_19
[28] covid
[24] coronavirus
[19] omicron
[10] matamelacyrilramaphosa
[8] omicronvariant
[8] larangancuticegahcovid
[7] omicronvarient
[6] 2dic

Top Hashtags in Tweet in G2:
[8] neveragain

Top Hashtags in Tweet in G3:
[13] atención
[11] covid19
[10] discapacidadnoesexclusión
[10] navidadesreconciliación
[9] esnoticia
[8] juventuddeportivaactiva
[8] 3dic
[7] vacunasparatodos
[7] enterate
[6] entérate

Top Hashtags in Tweet in G4:
[15] covid19
[4] indiafightscorona
[3] covid_19
[2] โควิด19
[2] โควิดวันนี้
[2] โควิด
[2] tnn
[2] tnnthailand
[2] tnnช่อง16
[2] tnnonline

Top Hashtags in Tweet in G5:
[4] covid
[1] affsuzukicup2021
[1] sinarharian
[1] covid19
[1] supportlocalfootball
[1] affsuzukicup

Top Hashtags in Tweet in G6:
[3] qatarairways
[2] taiwaneseamerican
[2] n95
[1] covid19
[1] aapi
[1] demvoice1
[1] maga
[1] americafirst

Top Hashtags in Tweet in G7:
[16] covid19
[2] omicron
[2] exeter
[1] unvaccinated
[1] vaccinesideeffects
[1] vaccine
[1] covid
[1] covidvaccine
[1] plandemic
[1] scam

Top Hashtags in Tweet in G8:
[2] usutkipi
[1] cnnindonesia
[1] detiknetwork
[1] stoppaksavaksin

Top Hashtags in Tweet in G9:
[2] szczepimysię
[2] covid19
[2] stopcovid
[2] pilne
[2] konfederacja
[1] drbodnar
[1] wlodzimierzbodnar
[1] amantadyna
[1] amantadine

Top Hashtags in Tweet in G10:
[3] harghardastak
[2] largestvaccinedrive
[2] umang
[2] epfo
[2] epf
[2] extraattemptforall
[2] himachalfullyvaccinated
[1] sabkomuftvaccine
[1] socialsecurity
[1] covid_19

Top Words
Top Words in Tweet in Entire Graph:
[7397] covid
[6975] 19
[633] omicron
[522] vaccine
[499] #covid19
[489] people
[450] african
[422] variant
[417] cases
[369] re

Top Words in Tweet in G1:
[998] covid
[986] 19
[101] omicron
[70] cases
[69] #covid19
[68] variant
[64] 2021
[58] more
[56] vaccine
[47] casos

Top Words in Tweet in G2:
[457] covid
[457] 19
[347] african
[312] re
[312] brand
[312] issue
[312] happening
[312] front
[312] eyes
[311] lateefsaka

Top Words in Tweet in G3:
[178] covid
[176] 19
[49] nuevos
[45] casos
[40] venezuela
[32] newspaper
[32] contagios
[31] africa
[30] daddyhope
[30] contra

Top Words in Tweet in G4:
[70] covid
[65] 19
[16] ต
[15] ดเช
[15] #covid19
[12] vaccination
[11] cases
[11] variant
[11] airborne
[10] omicron

Top Words in Tweet in G5:
[101] 19
[97] covid
[80] dan
[66] pemain
[55] harimau
[55] malaya
[53] positif
[50] kes
[47] dua
[45] skuad

Top Words in Tweet in G6:
[111] covid
[108] 19
[43] over
[37] people
[34] school
[33] complained
[33] closings
[33] 60
[33] schools
[33] currently

Top Words in Tweet in G7:
[36] covid
[32] 19
[23] skynews
[17] quietly
[16] #covid19
[15] people
[14] approved
[13] long
[13] dhscgovuk
[12] trial

Top Words in Tweet in G8:
[12] covid
[11] 19
[7] sudah
[7] vaksin
[6] detikcom
[6] varian
[4] fahiraidris
[4] ini
[4] dari
[4] omicron

Top Words in Tweet in G9:
[85] covid
[79] 19
[43] szczepienia
[38] że
[36] czy
[34] być
[32] __lewica
[30] powinny
[30] polsce
[28] obowiązkowe

Top Words in Tweet in G10:
[38] covid
[38] 19
[22] क
[18] india
[15] eligible
[15] population
[12] himachal
[11] mansukhmandviya
[11] narendramodi
[10] over

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6779] covid,19
[376] 19,african
[316] re,brand
[316] brand,covid
[316] african,issue
[316] issue,happening
[316] happening,front
[316] front,eyes
[313] lateefsaka,re
[248] 19,vaccine

Top Word Pairs in Tweet in G1:
[946] covid,19
[42] omicron,variant
[36] contra,covid
[32] 19,vaccine
[26] 19,pandemic
[23] 19,cases
[18] 19,vaccination
[16] 19,vaccines
[16] casos,covid
[15] #covid,19

Top Word Pairs in Tweet in G2:
[457] covid,19
[319] 19,african
[312] re,brand
[312] brand,covid
[312] african,issue
[312] issue,happening
[312] happening,front
[312] front,eyes
[311] lateefsaka,re
[50] during,covid

Top Word Pairs in Tweet in G3:
[176] covid,19
[25] nuevos,contagios
[25] contra,covid
[24] germany,newspaper
[24] newspaper,rheinpfalz
[24] rheinpfalz,headline
[24] headline,virus
[24] nuevos,casos
[23] virus,africa
[23] casos,covid

Top Word Pairs in Tweet in G4:
[63] covid,19
[12] ต,ดเช
[8] ดเช,อ
[6] vaccination,status
[6] 19,surveillance
[6] surveillance,england
[6] england,recent
[6] recent,days
[6] days,28
[6] 28,nov

Top Word Pairs in Tweet in G5:
[97] covid,19
[55] harimau,malaya
[46] positif,covid
[43] skuad,harimau
[42] media,antarabangsa
[42] antarabangsa,melaporkan
[42] melaporkan,terdapat
[42] terdapat,kes
[42] kes,positif
[42] 19,membabitkan

Top Word Pairs in Tweet in G6:
[108] covid,19
[33] people,complained
[33] complained,school
[33] school,closings
[33] closings,covid
[33] 19,over
[33] over,60
[33] 60,schools
[33] schools,currently
[33] currently,closed

Top Word Pairs in Tweet in G7:
[31] covid,19
[11] myocarditis,pericarditis
[11] long,term
[11] term,consequences
[11] consequences,condition
[11] condition,secondary
[11] secondary,vaccination
[11] vaccination,unknown
[10] slipped,quietly
[10] unknown,myocarditis

Top Word Pairs in Tweet in G8:
[11] covid,19
[4] varian,omicron
[4] vaksin,covid
[3] shaci117,__anomali__
[3] __anomali__,antonstefanus_
[3] antonstefanus_,painkiller819
[3] painkiller819,batukepla
[3] batukepla,bapontar_
[3] bapontar_,kopiulubelu
[3] kopiulubelu,jokosurono23121

Top Word Pairs in Tweet in G9:
[79] covid,19
[28] powinny,być
[26] przeciw,covid
[26] być,obowiązkowe
[24] 19,polsce
[21] szczepienia,przeciw
[21] że,szczepienia
[19] czy,uważa
[19] uważa,pan
[19] pan,pani

Top Word Pairs in Tweet in G10:
[36] covid,19
[15] eligible,population
[9] congratulations,india
[9] 50,eligible
[9] himachal,pradesh
[8] हम,ह
[8] ह,ग
[8] ग,क
[8] क,मय
[8] मय,ब

Top Replied-To
Top Replied-To in Entire Graph:
@ryanair
@jero_nom_fuck
@kennethjking
@skynews
@flmirones
@sophontrack
@lacombekarine1
@tebohoradebe2
@cp24
@polamatysiak

Top Replied-To in G2:
@jacmolvie
@imohumoren

Top Replied-To in G3:
@telegraph
@daddyhope
@presofpakistan
@la3_millones
@theeconomist
@reuters

Top Replied-To in G4:
@who
@kelvinossai
@maxseunik
@universalmaski2
@joshuacagar
@dfisman
@becindnetwork
@commdentoralepi
@drericding
@borisjohnson

Top Replied-To in G6:
@joncoopertweets

Top Replied-To in G7:
@skynews
@alex_tonks
@killeriffko
@pudpudboogie2
@bhheadlines
@shanermurph
@ladkbf
@shemag12

Top Replied-To in G8:
@sahat1062
@rajaguguk14
@shaci117
@_banyoe
@stopplandemit

Top Replied-To in G9:
@polamatysiak
@tomaszskory
@tygodnikwprost
@ms_madzia
@martimar123456
@piotrsygiet
@a_niedzielski

Top Replied-To in G10:
@piyushgoyal
@mohfw_india

Top Mentioned
Top Mentioned in Entire Graph:
@lateefsaka
@traselvalle_obc
@jjaranaz94
@sukunabikona7
@docamine_
@zulhelmizainal1
@illustrious_cee
@serap09774065
@davidhundeyin
@drobertalacerda

Top Mentioned in G1:
@melkirish
@actiontime
@giuseppeamani
@toninog2
@exclusif_rdc
@alechogg
@pretorianews
@chartreuseloose

Top Mentioned in G2:
@lateefsaka
@davidhundeyin
@imohumoren
@ashindestad
@aproko_doctor
@advsola
@aishayesufu
@illustrious_cee
@olawalesmd
@eleventhmen

Top Mentioned in G3:
@daddyhope
@nicolasmaduro
@rheinpfalz
@reuters
@vtvcanal8
@opsoms
@un
@dcabellor
@somosrmnoticias
@channelnewsasia

Top Mentioned in G4:
@who
@_nickdavies
@jljcolorado
@fifacom
@dfisman
@linseymarr
@cdcgov
@borisjohnson
@wsoctv
@dominiccardy

Top Mentioned in G5:
@zulhelmizainal1
@harimaumalaya7
@avineshw90
@xaviernaxa
@sykrhzlkfly
@kkmputrajaya
@khairykj
@sinaronline
@astroarena
@fam_malaysia

Top Mentioned in G6:
@emzorbit
@imspeaking13
@joncoopertweets
@thedailybeast
@hhsgov
@donlew87
@qatarairways
@nbcnews
@jewishresister
@curtisschin

Top Mentioned in G7:
@skynews
@dhscgovuk
@mhragovuk
@drhoenderkamp
@tonyhinton2016
@usforthemuk
@sajidjavid
@conservatives
@essexpr
@fascinatorfun

Top Mentioned in G8:
@detikcom
@fahiraidris
@antonstefanus_
@painkiller819
@jokosurono23121
@luis_vtj
@5dhany5
@irwank2k2
@bangpitung_ajw
@__anomali__

Top Mentioned in G9:
@__lewica
@tygodnikwprost
@piotr_schramm
@konfederacja_
@polamatysiak
@a_niedzielski
@pbeatap
@agnieszkao2ga
@dstanderski
@partiarazem

Top Mentioned in G10:
@mansukhmandviya
@narendramodi
@pmoindia
@pti_news
@jairamthakurbjp
@piyushgoyal
@dark_magician52
@mohfw_india
@doptgoi

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@ja8yum
@infoitinterno
@tomthunkitsmind
@jornalistavitor
@kayemenner
@ptjasamarga
@kompascom

Top Tweeters in G1:
@infoitinterno
@jornalistavitor
@ptjasamarga
@kompascom
@republikaonline
@afropages
@titrespresse
@andyvermaut
@moonbootica
@elpoliticonews

Top Tweeters in G2:
@advsola
@005e5n
@postinortwo
@getmebayo
@mwirigi
@nigelbigmeech
@thee_maveric
@okulo_jnr
@carolinea_m
@yoitspboy

Top Tweeters in G3:
@telesurtv
@vtvcanal8
@reuters
@actualidadrt
@pink1963dsw
@channelnewsasia
@yasmi70
@candanganoticia
@lilidiaz8
@telegraph

Top Tweeters in G4:
@viralvideovlogs
@monty_chadha
@pitrko
@wsoctv
@doritmi
@tnnthailand
@abc11_wtvd
@beinsports_tr
@bkells8
@fox46news

Top Tweeters in G5:
@sinaronline
@pidutdin
@afis_farisxxvii
@bernamadotcom
@yusurisan
@rtm_malaysia
@nxrishxxx97
@chokinetto
@hsnlhadi
@shvshvv

Top Tweeters in G6:
@lechatnoire4
@awelab1956
@deejay90192
@mijomojo1
@riskalert
@shirleydebalsi
@amaliada
@thedailybeast
@kdavcor
@huffpostpol

Top Tweeters in G7:
@dailymirror
@wadakashiho
@skynews
@ppiixx
@miftyjackson
@fascinatorfun
@rolynhome
@neighbour_kx
@essexpr
@lacunalingua_3

Top Tweeters in G8:
@detikcom
@fahiraidris
@irwank2k2
@__anomali__
@bangpitung_ajw
@erteyoyo
@almagentia369
@jokosurono23121
@clrisma
@setkabgoid

Top Tweeters in G9:
@radcaw
@tvn24
@autolikos1
@tygodnikwprost
@leankow
@xenosstinkriti
@gimzaj
@ankapodlasianka
@paw3lo
@sawomir86174818

Top Tweeters in G10:
@prashantarchu
@viralvm69
@khushi4justice
@justice78602373
@pib_india
@imahishrivastav
@rupal_v09
@ddnewslive
@cricbollybuzz
@nitinjoshi80


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