COVID-19, Twitter, 7/31/2021 10:00:32 AM, 259228


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COVID-19_2021-07-31_00-00-01.xlsx
COVID-19_2021-07-31_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/2WH5syT
@corona_ssyt
@cnn
@rapplerdotcom
@usmo_umak
@kkmputrajaya
@jpenerangan
@f_philippot
@enigma1931
@zitaazema
@myathsutm02

Top hashtags:
#covid19
#covid_19
#covid
#whatshappeninginmyanmar
#july30coup
#ourgovernmentnug

Description:
Description
The graph represents a network of 10,667 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 Saturday, 31 July 2021 at 07:30 UTC.

The requested start date was Saturday, 31 July 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 1-day, 23-hour, 59-minute period from Wednesday, 28 July 2021 at 12:17 UTC to Friday, 30 July 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 : 10667
Unique Edges : 5537
Edges With Duplicates : 12263
Total Edges : 17800
Number of Edge Types : 5
Retweet : 5505
MentionsInRetweet : 6239
Tweet : 3728
Replies to : 415
Mentions : 1913
Self-Loops : 3775
Reciprocated Vertex Pair Ratio : 0.00501897417064512
Reciprocated Edge Ratio : 0.00998781973203411
Connected Components : 3362
Single-Vertex Connected Components : 1126
Maximum Vertices in a Connected Component : 948
Maximum Edges in a Connected Component : 2085
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 8.079544
Graph Density : 7.21604582802596E-05
Modularity : 0.543116
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 10,667 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 Saturday, 31 July 2021 at 07:30 UTC.

The requested start date was Saturday, 31 July 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 1-day, 23-hour, 59-minute period from Wednesday, 28 July 2021 at 12:17 UTC to Friday, 30 July 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:
[28] https://www.lefigaro.fr/flash-actu/covid-19-l-oms-critique-la-strategie-des-pays-riches-et-appelle-a-ne-pas-vacciner-les-plus-jeunes-20210728
[21] https://www.wsj.com/articles/fda-ivermectin-covid-19-coronavirus-masks-anti-science-11627482393?st=licozv23q1oy2dd&reflink=article_email_share
[21] https://www.portal-islam.id/2021/07/bloomberg-indonesia-negara-dengan.html
[19] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-nishiura-20210728-3
[18] https://www.eluniversal.com.mx/espectaculos/sammy-perez-muere-de-un-infarto-tras-contraer-covid-19
[16] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-nishiura-20210728-1
[15] https://www.reuters.com/world/americas/exclusive-astrazeneca-covid-19-vaccine-shipped-canada-mexico-before-adequate-2021-07-29/?taid=61029a9dde205c0001a661ed&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[13] https://www.cdc.gov/vaccines/covid-19/info-by-product/pfizer/downloads/diluent-poster.pdf
[12] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F104866288061864%2Fposts%2F294107889137702%2F%3Fd%3Dn
[12] https://www.wsj.com/articles/fda-ivermectin-covid-19-coronavirus-masks-anti-science-11627482393

Top URLs in Tweet in G1:
[8] https://redirect.viglink.com?u=https%3A%2F%2Fwww.walgreens.com%2Ffindcare%2Fvaccination%2Fcovid-19&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[7] https://www.poandpo.com/
[6] https://www.instagram.com/accounts/login/
[4] https://www.cnn.com/2021/07/29/politics/cdc-masks-covid-19-infections/index.html
[3] https://www.oliberal.com/mundo/toquio-registra-recorde-de-casos-de-coronavirus-em-plenos-jogos-olimpicos-1.415185
[3] https://www.diariocontraste.com/2021/07/venezuela-registro-1-009-nuevos-casos-positivos-de-covid-19-para-un-total-302-988-contagios/
[3] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-nishiura-20210728-3
[3] https://terrabrasilnoticias.com/2021/07/absurdo-governo-fatima-pode-ter-comprado-medicamentos-vencidos-com-verba-enviada-pelo-governo-federal-para-combate-a-covid-19-mpf-investiga/
[3] https://www.knockoutkickoff.com/
[2] http://www.minoticiero.com.ar/pandemia-en-tucuman-disminuye-el-numero-de-pacientes-con-covid-19/

Top URLs in Tweet in G2:
[5] https://www.malaysiakini.com/news/585253
[3] https://www.freemalaysiatoday.com/category/bahasa/tempatan/2021/07/30/2-hospital-di-kedah-perlu-kontena-simpan-mayat-pesakit-covid-19/
[2] https://covid-19.moh.gov.my/garis-panduan/garis-panduan-kkm/Annex_2e_Clinical_Management_For_Confirmed_COVID-19_in_Adult_and_Paed.28.09.20.pdf
[2] https://www.freemalaysiatoday.com/category/nation/2021/07/29/covid-19-treatment-must-based-on-science-say-ph-experts/
[2] https://www.sinarharian.com.my/article/152845/KHAS/Covid-19/20-hingga-35-peratus-penerima-vaksin-tidak-hadir-janji-temu
[2] https://www.bernama.com/bm/am/news.php?id=1987498#.YQOF_f9L-wU.twitter
[2] https://www.thestar.com.my/news/nation/2021/07/29/health-dg-no-covid-19-outbreak-during-current-parliament-sitting-56-cases-were-detected-earlier#.YQJh3B_phmk.twitter
[2] https://www.bernama.com/bm/am/news.php?id=1986683#.YQDxk743KU4.twitter
[1] https://portal.mda.gov.my/announcement/631-self-test-covid-19-test-kit-for-conditional-approval-approved.html
[1] https://twitter.com/hmetromy/status/1420671921444720644

Top URLs in Tweet in G3:
[1] https://www.hmetro.com.my/mutakhir/2021/07/735538/lelaki-jalani-kuarantin-ditemukan-meninggal-berseorangan?fbclid=IwAR31kPyYyu2g8Sc9rVVjH2Mn93CfW1AoKRE3FAhtZKT-KgRV8X-bsL3kBNA
[1] https://khalifahmedianetworks.com/ibu-sempat-pesan-kepada-anaknya-supaya-pergi-rumah-anak-yatim/
[1] https://www.ctvnews.ca/health/coronavirus/covid-19-linked-to-significant-drop-in-intelligence-research-1.5524877
[1] https://www.macleans.ca/news/canada/how-covid-19-is-spreading-in-canada-on-domestic-flights/

Top URLs in Tweet in G4:
[5] https://twitter.com/LeongWaiKitCNA/status/1420521838300385281
[5] https://twitter.com/RadioFreeAsia/status/1420529448101765120
[5] https://twitter.com/RadioFreeAsia/status/1420522196221546505
[4] https://twitter.com/HURFOM/status/1420260675943759874
[3] https://www.smh.com.au/business/companies/alan-jones-column-pulled-from-the-daily-telegraph-amid-anti-lockdown-covid-19-controversies-20210729-p58dxd.html
[2] https://www.republika.co.id/berita/qx09kf409/segala-upaya-dikerahkan-angka-kematian-masih-sulit-ditekan
[1] https://www.lefigaro.fr/sciences/covid-19-un-medecin-de-touraine-refuse-le-vaccin-aux-adolescents-20210727
[1] https://twitter.com/urbany73/status/1421042126683508736
[1] http://thewirehindi.com/179915/narendra-modi-govt-covid-19-deaths-due-to-lack-of-oxygen-farmers-protest-death/
[1] https://www.severreal.org/a/v-peterburge-obyazali-vaktsinirovat-80-sotrudnikov-gosuchrezhdeniy-i-kompaniy-iz-sfery-uslug/31385287.html

Top URLs in Tweet in G5:
[2] https://actualidad.rt.com/actualidad/399166-nueva-york-100-dolares-vacunacion
[2] https://www.justiciafuser.com/especial-expertos-argentinos-destacan-efectividad-de-vacunas-chinas-contra-covid-19/
[1] https://www.vtv.gob.ve/mision-venezuela-bella-desinfecciones-embellecimiento/
[1] https://note.com/akaihiguma/n/n6a12d0577ccd
[1] https://www.justiciafuser.com/america-latina-y-el-caribe-registran-mas-de-258-mil-embarazadas-con-covid-19/

Top URLs in Tweet in G6:
[5] https://www.irrawaddy.com/news/burma/myanmar-junta-to-build-new-crematoriums-as-covid-19-death-toll-soars.html
[5] https://www.hrw.org/news/2021/07/28/nigeria-covid-19-impact-worsens-hunger-lagos
[4] http://dlvr.it/S4dm95
[3] https://www.reuters.com/world/asia-pacific/myanmar-junta-seeks-international-cooperation-over-covid-19-crisis-2021-07-28/
[2] https://www.mizzima.com/article/nearly-1000-prisoners-receive-covid-19-jabs-state-media
[2] http://dlvr.it/S4ZNzy
[2] http://dlvr.it/S4fLhL
[2] https://www.irrawaddy.com/news/burma/kia-to-carry-out-extensive-covid-19-tests-in-northern-myanmar.html
[2] https://connect.clickandpledge.com/w/Form/5f12b867-2b79-4a62-a192-18f3bc1d8cad
[2] https://english.shannews.org/archives/24086

Top URLs in Tweet in G7:
[5] https://www.lemonde.fr/planete/article/2021/07/30/covid-19-de-nouvelles-donnees-suggerent-que-les-personnes-vaccinees-peuvent-transmettre-le-virus_6090012_3244.html?utm_medium=Social&utm_source=Twitter#Echobox=1627635696
[2] https://www.lemonde.fr/planete/article/2021/07/29/covid-19-dans-le-monde-google-et-facebook-n-accepteront-que-des-employes-vaccines-dans-leurs-locaux_6089852_3244.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1627519132
[2] https://www.reuters.com/world/asia-pacific/vaccinated-people-singapore-make-up-three-quarters-recent-covid-19-cases-2021-07-23/
[2] https://www.lemonde.fr/les-decodeurs/article/2021/07/29/peut-on-transmettre-le-covid-19-en-etant-vaccine_6089910_4355770.html
[1] https://www.lemonde.fr/planete/article/2021/07/30/covid-19-de-nouvelles-donnees-suggerent-que-les-personnes-vaccinees-peuvent-transmettre-le-virus_6090012_3244.html#xtor=AL-32280270-%5Bdefault%5D-%5Bios%5D
[1] https://www.bfmtv.com/international/moyen-orient/israel/covid-19-israel-appelle-les-plus-de-60-ans-a-recevoir-une-3e-dose-de-vaccin_AD-202107290409.html
[1] https://www.lemonde.fr/les-decodeurs/article/2021/07/29/peut-on-transmettre-le-covid-19-en-etant-vaccine_6089910_4355770.html?utm_medium=Social&utm_source=Twitter#Echobox=1627552250
[1] https://amp.lefigaro.fr/flash-actu/covid-19-l-oms-critique-la-strategie-des-pays-riches-et-appelle-a-ne-pas-vacciner-les-plus-jeunes-20210728?al_applink_data=%7B%22target_url%22%3A%22https%3A%5C%2F%5C%2Fwww.lefigaro.fr%5C%2Fflash-actu%5C%2Fcovid-19-l-oms-critique-la-strategie-des-pays-riches-et-appelle-a-ne-pas-vacciner-les-plus-jeunes-20210728%3Ffbclid%3DIwAR0fUVciYaV32RasPMgSRhj0yBg7qKX3u6pwHylEo3y_8iMEOFrB4U26Y1k%22%2C%22extras%22%3A%5B%5D%2C%22referer_app_link%22%3A%7B%22url%22%3A%22fb%3A%5C%2F%5C%2F%5C%2F%22%2C%22app_name%22%3A%22Facebook%22%7D%7D&fbclid=IwAR1n4IChlSZDcsfggFYrGkwXBt7ywftSzcN7OS8k95hatxvw6wCqWl5Imiw&__twitter_impression=true
[1] https://www.lefigaro.fr/sciences/covid-19-un-medecin-de-touraine-refuse-le-vaccin-aux-adolescents-20210727
[1] https://www.lemonde.fr/les-decodeurs/article/2021/07/08/covid-19-les-essais-de-phase-3-des-vaccins-sont-ils-termines-depuis-des-mois-comme-l-affirme-olivier-veran_6087580_4355770.html

Top URLs in Tweet in G8:
[2] https://www.kptv.com/general/arkansas-childrens-hospitals-report-record-high-number-of-children-hospitalized-with-covid-19/article_3eedd06c-9f5f-5c9c-b509-f64f2383d2b5.html
[2] https://www.4029tv.com/article/arkansas-facing-hospital-staffing-shortage-amidst-covid-19-surge-according-to-adh/37160488?utm_campaign=snd-autopilot
[2] https://www.cnn.com/2021/07/22/us/arkansas-covid-nurse-vaccine/index.html
[2] https://katv.com/news/local/arkansas-reports-1703-new-covid-19-cases-12-more-deaths
[2] https://www.wmcactionnews5.com/2021/07/29/surge-covid-19-cases-arkansas-leads-shortage-icu-beds/
[2] https://www.kark.com/news/state-news/arkansas-hospital-association-supports-push-for-covid-19-vaccine-requirements-for-medical-employees/?utm_campaign=socialflow&utm_medium=referral&utm_source=t.co
[2] https://www.4029tv.com/article/arkansas-department-of-education-publishes-school-health-guidelines/37148526?utm_campaign=snd-autopilot
[2] https://www.usatoday.com/story/sports/mlb/2021/07/28/nationals-phillies-postponed-covid-19-complications-washington/5408466001/
[2] https://www.nwahomepage.com/news/uptick-in-covid-19-at-benton-and-washington-county-jails/?utm_source=t.co&utm_medium=referral&utm_campaign=socialflow
[1] https://trib.al/K5vdwEC

Top URLs in Tweet in G9:
[15] https://www.reuters.com/world/americas/exclusive-astrazeneca-covid-19-vaccine-shipped-canada-mexico-before-adequate-2021-07-29/?taid=61029a9dde205c0001a661ed&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[11] https://www.nationalgeographic.com/history/article/indonesia-is-new-covid-epicenter-but-the-peak-has-yet-to-come?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210730hist-covidindonesiaepicenter&sf248098720=1
[8] https://www.reuters.com/business/healthcare-pharmaceuticals/pfizer-raises-estimates-2021-sales-covid-19-vaccine-335-bln-2021-07-28/?taid=61014922afcfee00019ad492&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.thedailybeast.com/chinese-city-nanjings-covid-19-outbreak-believed-to-be-worse-than-wuhans?via=twitter_page
[2] https://news.sky.com/story/covid-19-early-coronavirus-symptoms-differ-between-age-groups-new-research-finds-12367792
[2] https://news.sky.com/story/covid-19-councillors-pass-vote-of-no-confidence-in-matt-hancock-after-footage-of-him-kissing-aide-12366155
[2] https://news.sky.com/story/covid-19-infection-rates-rise-across-most-of-uk-but-possible-signs-of-slowing-in-england-12367899
[2] https://www.reuters.com/world/us/utah-hospitals-swell-with-unvaccinated-covid-19-patients-2021-07-27/?taid=61000f0bb78255000155d6d2&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/uk/astrazeneca-covid-vaccine-sales-jump-894-mln-updates-forecasts-2021-07-29/?taid=61028202de205c0001a66155&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/asia-pacific/vietnam-taps-private-hospitals-delta-driven-covid-19-infections-rise-2021-07-30/?taid=6103e9c8964cb9000114a88f&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G10:
[3] https://www.ndtv.com/world-news/covid-19-delta-variant-may-spread-like-chickenpox-cause-more-severe-infection-reports-2498698
[2] https://www.cnn.com/2021/07/29/health/louisiana-covid-19-hotspot/index.html
[1] https://www.cnn.com/2021/07/30/health/mississippi-covid-unvaccinated-man-icu/index.html
[1] https://twitter.com/marcorubio/status/1420767103435542535
[1] https://www.desmoinesregister.com/story/news/politics/2021/07/27/iowa-gov-kim-reynolds-criticizes-new-cdc-covid-19-indoor-mask-guidance-vaccinated/5387502001/
[1] https://www.chronicle.com/blogs/live-coronavirus-updates/heres-a-list-of-colleges-that-will-require-students-to-be-vaccinated-against-covid-19

Top Domains
Top Domains in Tweet in Entire Graph:
[229] twitter.com
[73] co.uk
[71] wsj.com
[70] buzzfeed.com
[70] bit.ly
[67] reuters.com
[50] trib.al
[50] com.mx
[49] facebook.com
[47] cnn.com

Top Domains in Tweet in G1:
[61] twitter.com
[20] com.br
[16] cnn.com
[16] com.ar
[15] co.uk
[14] poandpo.com
[11] google.com
[10] wsj.com
[9] com.mx
[8] instagram.com

Top Domains in Tweet in G2:
[6] freemalaysiatoday.com
[6] com.my
[6] bernama.com
[5] malaysiakini.com
[3] gov.my
[3] twitter.com
[2] astroawani.com
[2] galencentre.org
[1] thevibes.com
[1] malaysiaaktif.my

Top Domains in Tweet in G3:
[1] com.my
[1] khalifahmedianetworks.com
[1] ctvnews.ca
[1] macleans.ca

Top Domains in Tweet in G4:
[21] twitter.com
[4] com.au
[2] co.id
[2] news24.com
[2] lemonde.fr
[1] lefigaro.fr
[1] thewirehindi.com
[1] severreal.org
[1] axios.com
[1] tagesspiegel.de

Top Domains in Tweet in G5:
[3] justiciafuser.com
[2] rt.com
[1] gob.ve
[1] note.com

Top Domains in Tweet in G6:
[9] dlvr.it
[8] irrawaddy.com
[7] hrw.org
[4] reuters.com
[3] aljazeera.com
[3] twitter.com
[2] mizzima.com
[2] clickandpledge.com
[2] myanmar-now.org
[2] bit.ly

Top Domains in Tweet in G7:
[12] lemonde.fr
[3] lefigaro.fr
[2] reuters.com
[1] bfmtv.com
[1] francetvinfo.fr
[1] twitter.com

Top Domains in Tweet in G8:
[8] cnn.it
[4] rappler.com
[4] 4029tv.com
[3] katv.com
[3] kark.com
[2] kptv.com
[2] cnn.com
[2] wmcactionnews5.com
[2] usatoday.com
[2] bit.ly

Top Domains in Tweet in G9:
[30] reuters.com
[12] nationalgeographic.com
[10] sky.com
[9] abcn.ws
[4] thedailybeast.com
[2] cnn.it
[2] go.com
[2] facebook.com
[1] gov.uk
[1] europa.eu

Top Domains in Tweet in G10:
[3] ndtv.com
[3] cnn.com
[1] twitter.com
[1] desmoinesregister.com
[1] chronicle.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[470] covid19
[464] covid_19
[153] covid
[133] whatshappeninginmyanmar
[57] july30coup
[54] ourgovernmentnug
[53] coronavirus
[49] últimahora
[48] pfizer
[40] vacúnateyabrazalavida



Top Hashtags in Tweet in G1:
[59] whatshappeninginmyanmar
[56] covid_19
[49] covid19
[35] covid
[35] july30coup
[33] ourgovernmentnug
[15] covid19indiahelp
[14] july28coup
[11] coronavirus
[9] health

Top Hashtags in Tweet in G2:
[55] covid19
[11] lindungdirilindungsemua
[8] menangbersama
[7] komunikasikita
[6] menangbersamamharungicovid19
[5] jabatanpenerangan
[5] fmtnews
[5] sinarharian
[4] sisitvparlimen
[4] dewanrakyat

Top Hashtags in Tweet in G3:
[2] covid19
[1] getvaccinated

Top Hashtags in Tweet in G4:
[21] whatshappeninginmyanmar
[16] dreadfulcovidamidmilitarycoup
[5] covid_19
[5] july29coup
[4] july28coup
[4] crimesagainsthumanity
[4] myanmarcovidsos
[3] covid19
[2] iwermektyna
[2] corona

Top Hashtags in Tweet in G5:
[27] vacúnateyabrazalavida
[11] 7/29/2021 12:00:00 AM
[10] 67añoschávezinvencible
[9] produciresvencer
[5] nicaragua
[5] cuba
[5] vacunarseesclave
[4] covid_19
[3] vacunateyabrazalavida
[3] covid

Top Hashtags in Tweet in G6:
[42] whatshappeninginmyanmar
[14] shwebo
[13] july30coup
[12] taunglatt
[12] ourgovernmentnug
[12] sagaing
[12] yangon
[10] july29coup
[9] nigeria
[8] lagos

Top Hashtags in Tweet in G7:
[25] pfizer
[25] biontech
[25] israel
[25] covid_19
[23] covid19
[3] passsanitaire
[2] oms
[2] blanquer
[1] passdelahonte
[1] nonaupassesanitaire

Top Hashtags in Tweet in G8:
[4] arnews
[3] breaking
[1] tokyo2020
[1] olympics
[1] phi
[1] athletics
[1] covid19

Top Hashtags in Tweet in G9:
[2] deathsantis
[2] ppn
[2] covid
[1] dictatorscotty
[1] dictatorgladys
[1] auspol
[1] tokyo2020
[1] covid19

Top Hashtags in Tweet in G10:
[10] covid19
[10] vaccines
[3] getvaccinated
[1] wearamask
[1] maskup
[1] medtwitter

Top Words
Top Words in Tweet in Entire Graph:
[7146] covid
[6827] 19
[625] vaccine
[584] people
[526] cases
[470] #covid19
[462] #covid_19
[404] yang
[400] vaccinated
[386] more

Top Words in Tweet in G1:
[1042] covid
[1025] 19
[82] cases
[74] against
[67] vaccine
[59] #whatshappeninginmyanmar
[57] more
[56] #covid_19
[55] contra
[54] people

Top Words in Tweet in G2:
[277] covid
[262] 19
[169] yang
[167] hospital
[113] kkmputrajaya
[113] kes
[105] menjadi
[81] ini
[72] bilangan
[66] status

Top Words in Tweet in G3:
[174] covid
[138] 19
[95] both
[94] parents
[93] amubeen_path
[93] those
[93] think
[93] hoax
[93] flu
[93] killed

Top Words in Tweet in G4:
[64] covid
[59] 19
[22] people
[21] #whatshappeninginmyanmar
[16] #dreadfulcovidamidmilitarycoup
[15] rapporteurun
[15] myanmar
[13] alan
[12] murdoch
[11] jones

Top Words in Tweet in G5:
[74] covid
[73] 19
[27] #vacúnateyabrazalavida
[22] contra
[16] uso
[16] ayuda
[16] protegerte
[15] antonio09610321
[11] vacunación
[11] mascarilla

Top Words in Tweet in G6:
[161] covid
[161] 19
[51] myanmar
[46] against
[45] င
[42] #whatshappeninginmyanmar
[37] state
[32] junta
[32] military
[31] people

Top Words in Tweet in G7:
[89] données
[74] virus
[73] nouvelles
[73] suggèrent
[73] peuvent
[73] transmettre
[58] ça
[56] dire
[53] monde
[52] vaccinés

Top Words in Tweet in G8:
[121] covid
[117] 19
[60] arkansas
[56] hospitalized
[41] record
[35] cnn
[31] cases
[28] children's
[28] children
[24] high

Top Words in Tweet in G9:
[102] 19
[101] covid
[39] cases
[30] vaccine
[28] reuters
[24] abc
[19] 000
[18] confirmed
[17] astrazeneca
[16] more

Top Words in Tweet in G10:
[87] covid
[87] 19
[62] joncoopertweets
[56] think
[53] fact
[52] many
[52] patients
[52] doctor
[52] lying
[52] diagnosis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6605] covid,19
[312] 19,vaccine
[251] contra,covid
[193] 19,cases
[149] positive,covid
[137] 19,pandemic
[136] delta,variant
[125] 19,vaccination
[122] 19,patients
[122] 19,vaccines

Top Word Pairs in Tweet in G1:
[987] covid,19
[47] contra,covid
[34] 19,cases
[33] 19,vaccine
[27] #ourgovernmentnug,#july30coup
[27] #july30coup,#whatshappeninginmyanmar
[25] #covid,19
[25] 19,pandemic
[23] monywa,district
[23] against,coup

Top Word Pairs in Tweet in G2:
[262] covid,19
[104] menjadi,hospital
[52] hospital,serdang
[52] serdang,menjadi
[52] hospital,keempat
[52] keempat,selangor
[52] selangor,yang
[52] yang,ditukar
[52] ditukar,status
[52] status,menjadi

Top Word Pairs in Tweet in G3:
[138] covid,19
[94] both,parents
[93] those,think
[93] think,covid
[93] 19,hoax
[93] hoax,flu
[93] flu,killed
[93] killed,both
[93] parents,within
[93] within,15

Top Word Pairs in Tweet in G4:
[56] covid,19
[16] #dreadfulcovidamidmilitarycoup,#whatshappeninginmyanmar
[11] rapporteurun,#dreadfulcovidamidmilitarycoup
[10] alan,jones
[10] 19,outbreak
[10] 19,crisis
[9] bts,meal
[9] meal,drove
[9] drove,visits
[9] visits,restaurants

Top Word Pairs in Tweet in G5:
[70] covid,19
[22] contra,covid
[16] ayuda,protegerte
[16] protegerte,covid
[14] 19,#vacúnateyabrazalavida
[10] antonio09610321,uso
[10] 19,#67añoschávezinvencible
[9] uso,tapaboca
[9] tapaboca,ayuda
[7] uso,mascarilla

Top Word Pairs in Tweet in G6:
[158] covid,19
[22] spraying,covid
[22] myanmar,junta
[20] 19,against
[20] against,pesticides
[20] monywa,district
[15] insein,prison
[12] pesticides,youths
[12] youths,#taunglatt
[12] #taunglatt,area

Top Word Pairs in Tweet in G7:
[73] nouvelles,données
[73] données,suggèrent
[73] peuvent,transmettre
[73] transmettre,virus
[50] monde,nouvelles
[50] suggèrent,vaccinés
[50] vaccinés,peuvent
[50] virus,dire
[50] dire,ça
[50] ça,plateau

Top Word Pairs in Tweet in G8:
[117] covid,19
[28] arkansas,children's
[28] children,hospitalized
[27] hospitalized,covid
[23] record,high
[21] 19,cases
[20] those,hospitalized
[19] children's,reporting
[19] reporting,record
[19] high,24

Top Word Pairs in Tweet in G9:
[100] covid,19
[18] confirmed,cases
[15] astrazeneca,vaccine
[15] vaccine,shipped
[15] shipped,canada
[15] canada,mexico
[15] mexico,before
[15] before,adequate
[15] adequate,plant
[15] plant,inspections

Top Word Pairs in Tweet in G10:
[87] covid,19
[52] fact,many
[52] many,covid
[52] 19,patients
[52] patients,think
[52] think,doctor
[52] doctor,lying
[52] lying,diagnosis
[52] diagnosis,re
[51] joncoopertweets,fact

Top Replied-To
Top Replied-To in Entire Graph:
@anitahamong
@un_hrc
@abc
@reuters
@scottadamssays
@jeffbernthal
@kusuma58503709
@drthomasisaac
@thehill
@ericnaulleau

Top Replied-To in G2:
@kkmputrajaya
@mkini_bm
@aidilarazak
@kpjrawang
@dghisham
@thevibesnews

Top Replied-To in G3:
@amubeen_path
@natesilver538

Top Replied-To in G4:
@un_hrc
@claudiatonnerre
@ravinderkapur2
@banglargorbomb

Top Replied-To in G5:
@mercedeslouzaod
@mippcivzla

Top Replied-To in G6:
@maellensirleaf

Top Replied-To in G7:
@lemisrkoshiki
@alteclere2
@pierrejovanovic

Top Replied-To in G8:
@libbycat13
@chiefs532

Top Replied-To in G9:
@abc
@reuters
@edwards72sue
@kayakmoosef
@politicsforali

Top Replied-To in G10:
@joncoopertweets

Top Mentioned
Top Mentioned in Entire Graph:
@kkmputrajaya
@amubeen_path
@joncoopertweets
@f_philippot
@lemondefr
@cnn
@armyspoke_news
@hafifyhafidz
@johnfinnemore
@paulkrugman

Top Mentioned in G1:
@6121el
@gumboqueen3030
@abi_bolivia
@noiregoutte
@purivirender
@manzorro_luisr
@wh33pupriego
@abegondo
@vaccineflstate

Top Mentioned in G2:
@kkmputrajaya
@dghisham
@sykrhzlkfly
@jkjavmy
@lapetitemaligne
@viralperak
@jayjaydenis
@imnormgoh
@501awani
@kamarul14

Top Mentioned in G3:
@amubeen_path
@hafifyhafidz
@imanabdulrahim
@hugolowell
@redzuannewsmpb
@becomingdatasci
@natesilver538
@khalifahmedia
@patriciatreble
@laura__fox

Top Mentioned in G4:
@who
@rapporteurun
@modooborahae
@mrkrudd
@unicef
@shafiur
@schranerburgen1
@uninmyanmar
@cij_icj
@bts_twt

Top Mentioned in G5:
@antonio09610321
@fusernews
@mippcivzla
@carnetdlapatria
@agatonanonimo
@mechevilma
@yuniburgos
@minsaludve
@luiscarrillo66
@a

Top Mentioned in G6:
@irrawaddynews
@kenroth
@bhonekhant247
@savemm99
@rvlburma2
@ajenglish
@tostevinm
@hrw
@drsasa22222
@spring21mm

Top Mentioned in G7:
@f_philippot
@lemondefr
@ivanrioufol
@ike_haris
@vsainement
@h2brgrd
@pierrejovanovic
@vtremolet
@dathilde
@enigma1931

Top Mentioned in G8:
@cnn
@nicoleclowneyar
@uamshealth
@chris4perkins
@fboversight
@rapplerdotcom
@drcampatterson
@tomaskenn
@4029news
@stevenbeynon

Top Mentioned in G9:
@reuters
@abc
@natgeo
@skynews
@aaronparnas
@cnnpolitics
@thedailybeast
@lesstonehouse
@politicsforali
@amitrops

Top Mentioned in G10:
@joncoopertweets
@tmprowell
@andykindler
@bblock29
@removeron
@wineloversf
@allenlellison
@ndtvfeed
@imspeaking13
@essentialworker

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@ja8yum
@el_cooperante
@knockoutkickoff
@filafresh
@dolartoday
@repartodigital
@threadreaderapp
@sportsbookbtc
@kompascom

Top Tweeters in G1:
@el_cooperante
@knockoutkickoff
@repartodigital
@sportsbookbtc
@berkleybearnews
@jcc_news
@newsoneplace
@diariotalcual
@andyvermaut
@poandpo

Top Tweeters in G2:
@nuraz_wawa
@akmalarif90
@sinaronline
@sakinah_yahya
@atiqahrhm
@rameshraoaks
@501awani
@afis_farisxxvii
@tbgsem
@bernamadotcom

Top Tweeters in G3:
@akramchishti2
@caravaggio12
@lininohio
@christoclifford
@whattheplucked
@cencaloque
@cabbidges
@acadwahid
@kikihoya_
@iekasquishy

Top Tweeters in G4:
@republikaonline
@w38777y
@geetv79
@kukk44
@news24
@tsipora777
@corona_ssyt
@shubham_ri
@tagesspiegel
@puneetvizh

Top Tweeters in G5:
@yasmi70
@mercedeslouzaod
@egmorenor
@luiscarrillo66
@jorgepsuvr
@avelinosalazar7
@jonatha718
@gloriamaria057
@mippcivzla
@obp148

Top Tweeters in G6:
@channelnewsasia
@ochreblue
@ajenglish
@menanaja441
@hrw
@thohaali
@kenroth
@un
@helenclarknz
@rita_w81

Top Tweeters in G7:
@carrionnat
@lemondefr
@mounette449
@sarah41659531
@mmia2
@rey_ban64
@debrouille92
@genelesur
@rsistons
@crouchmakak

Top Tweeters in G8:
@filafresh
@rapplerdotcom
@ikateufel
@uscgamecockboy
@cnn
@sherrysmolders
@philstarnews
@rellyluvsfairen
@4029news
@tb_times

Top Tweeters in G9:
@5fec93919a544d3
@reuters
@itprofess_actor
@skynews
@protectingterra
@zwolftenaugust
@thedailybeast
@abc
@jlangwood
@fagankara

Top Tweeters in G10:
@betzmyboyblue11
@webehealthy
@ndtvfeed
@meatballmom2
@davidmweissman
@joncoopertweets
@latebloomer111
@reneeg1147
@mimichard417
@dmhaselden3


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