COVID-19, Twitter, 8/21/2021 4:29:27 PM, 260667


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COVID-19_2021-08-20_00-00-01.xlsx
COVID-19_2021-08-20_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 21, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3zatPDi
@msnbc
@congosdad
@mrsgreenberg
@govrondesantis
@who
@freedom_0222333
@whcovidresponse
@corona_ssyt
@potus
@rvlburma2

Top hashtags:
#covid_19
#covid19
#lawan
#covid
#whatshappeninginmyanmar
#coronavirus
#aug16coup
#cuba

Description:
Description
The graph represents a network of 10,521 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 Friday, 20 August 2021 at 07:25 UTC.

The requested start date was Tuesday, 17 August 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 4-day, 0-hour, 2-minute period from Thursday, 12 August 2021 at 12:15 UTC to Monday, 16 August 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 : 10521
Unique Edges : 5215
Edges With Duplicates : 12621
Total Edges : 17836
Number of Edge Types : 5
Retweet : 5693
MentionsInRetweet : 6422
Mentions : 1885
Tweet : 3465
Replies to : 371
Self-Loops : 3508
Reciprocated Vertex Pair Ratio : 0.00399274047186933
Reciprocated Edge Ratio : 0.00795372378886479
Connected Components : 3081
Single-Vertex Connected Components : 1075
Maximum Vertices in a Connected Component : 1204
Maximum Edges in a Connected Component : 2597
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 9.910475
Graph Density : 7.49722716435678E-05
Modularity : 0.540406
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 10,521 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 Friday, 20 August 2021 at 07:25 UTC.

The requested start date was Tuesday, 17 August 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 4-day, 0-hour, 2-minute period from Thursday, 12 August 2021 at 12:15 UTC to Monday, 16 August 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:
[26] https://www.malaymail.com/news/malaysia/2021/08/13/dr-noor-hisham-no-reports-of-covid-19-cluster-from-lawan-rally/1997430
[24] https://businesstech.co.za/news/trending/513318/south-africa-to-open-covid-19-vaccines-to-all-adults-in-the-next-week-health-minister/
[22] https://www.pref.saitama.lg.jp/a0710/covid-19/seshusha.html#teigi
[22] https://miami.cbslocal.com/2021/08/13/broward-educators-lose-battle-with-covid/
[20] https://www.texastribune.org/2021/08/12/texas-rsv-covid-19-childrens-hospitals/
[17] https://www.rwmalonemd.com/news/tmlbdkpmg8plk35fdnlmx2xgzc8b2r
[16] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-okabe-17-3
[16] https://floridapolitics.com/archives/449866-tallahassee-hospital-confirms-first-childhood-covid-19-death-amid-push-for-masks-in-schools/
[13] https://trib.al/HBVv4mN
[12] https://www.aifa.gov.it/-/modifiche-registro-anticorpi-monoclonali-covid-19

Top URLs in Tweet in G1:
[7] https://player.fm/series/trialsitenewss-podcast/ralph-lorigo-talks-ny-court-rulings-over-ivermectin-use-in-covid-19-treatment-interview
[4] https://miami.cbslocal.com/2021/08/13/broward-educators-lose-battle-with-covid/
[4] https://www.poandpo.com/
[4] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-authorizes-additional-vaccine-dose-certain-immunocompromised
[3] https://www.desocialesymas.com/identifican-31-casos-de-covid-19-de-dos-variantes-de-preocupacion/
[3] https://www.youtube.com/watch?v=Roz43F8ZLyU&feature=youtu.be

[3] https://www.atv.pe/noticia/covid-19-en-peru-boticas-y-farmacias-serian-los-nuevos-vacunatorios-express
[3] https://www.foxnews.com/health/fda-covid-19-booster-vaccine-immunocompromised
[3] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine/
[3] https://www.reuters.com/world/us/children-hospitalized-with-covid-19-us-hits-record-number-2021-08-14/

Top URLs in Tweet in G2:
[1] https://www.hmetro.com.my/mutakhir/2021/08/742221/ptu-santuni-waris-tragedi-tembakan
[1] https://www.hmetro.com.my/utama/2021/08/740893/sukarelawan-urus-jenazah-covid-19-tempuh-hari-sukar-kebumikan-ibu-sendiri
[1] https://www.hmetro.com.my/utama/2021/08/741418/13-hari-bertarung-nyawa-norieszah-pergi-jua
[1] https://www.hmetro.com.my/mutakhir/2021/08/742201/hilang-4-insan-tersayang-kerana-covid-19
[1] https://www.hmetro.com.my/mutakhir/2021/08/742186/covid-19-kemasukan-hospital-icu-semakin-berkurangan-di-lembah-klang
[1] https://www.hmetro.com.my/mutakhir/2021/08/743274/anak-sulung-harussani-selamat-disemadikan-berdekatan-kubur-bapa
[1] https://www.hmetro.com.my/mutakhir/2021/08/742202/masjid-dan-pusat-tahfiz-nazak-di-selangor-dibantu-mais
[1] https://www.hmetro.com.my/global/asia/2021/08/742222/denmark-tidak-lagi-wajibkan-pakai-pelitup-muka
[1] https://www.nst.com.my/news/nation/2021/08/717491/covid-19-selangor-expects-drop-category-3-4-cases-end-august#.YRURJPi9P4o.twitter

Top URLs in Tweet in G3:
[12] https://trib.al/HBVv4mN
[2] https://www.wlky.com/article/clark-county-hospitals-reporting-icu-beds-at-full-capacity-as-covid-19-surges/37312571
[2] https://www.usatoday.com/story/news/politics/2021/08/12/covid-19-vaccine-scotus-declines-indiana-university-vaccine-challenge/8115997002/
[1] https://dhhs.vic.gov.au/victorian-coronavirus-covid-19-data
[1] https://www.coronavirus.vic.gov.au/financial-and-other-support-coronavirus-covid-19
[1] https://trib.al/bcRvyUX
[1] https://on.msnbc.com/3AOSiif
[1] https://on.msnbc.com/3CBGC45
[1] https://on.msnbc.com/3lWkz1S
[1] https://on.msnbc.com/2VPHXTF

Top URLs in Tweet in G4:
[3] https://www.astroawani.com/berita-malaysia/covid19-85-pesakit-kritikal-antara-tumpuan-kenyataan-media-kkm-314396
[2] https://www.astroawani.com/berita-malaysia/covid19-kerajaan-pertimbang-wajibkan-suntikan-vaksin-pm-313708
[2] https://www.astroawani.com/berita-malaysia/covid19-35-kluster-baharu-direkodkan-21-daripadanya-kategori-tempat-kerja-314400
[2] https://www.malaysiakini.com/news/587367
[1] https://twitter.com/maszlee/status/1427123560552620034
[1] https://portal.mda.gov.my/announcement/631-self-test-covid-19-test-kit-for-conditional-approval-approved.html
[1] https://www.astroawani.com/berita-malaysia/ngo-mohon-pengampunan-diraja-mahu-najib-razak-jadi-pm-interim-313805
[1] https://www.astroawani.com/berita-malaysia/tiada-kluster-perhimpunan-setakat-ini-dr-noor-hisham-313888
[1] https://grid.astroawani.com/
[1] https://twitter.com/i/broadcasts/1eaKbngvpYeKX

Top URLs in Tweet in G5:
[1] https://www.utusan.com.my/gaya/2021/08/anak-anak-apa-khabar-ismail-sabri-ambil-berat/
[1] https://kpkesihatan.com/2021/08/11/kenyataan-akhbar-kpk-11-ogos-2021-situasi-semasa-jangkitan-penyakit-coronavirus-2019-covid-19-di-malaysia/

Top URLs in Tweet in G6:
[4] https://www.reuters.com/world/asia-pacific/japan-extend-state-emergency-lockdown-through-mid-sept-report-2021-08-16/?taid=611a4fc5eb33530001737395&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/world/asia-pacific/roadblocks-erected-sydney-australia-battles-delta-outbreak-2021-08-15/
[4] https://www.foxnews.com/lifestyle/vaccinated-southwest-flight-attendant-36-dies-covid-19
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/eu-drugs-regulator-looking-new-possible-side-effects-mrna-vaccines-2021-08-11/?taid=611407eee362840001dfee8c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/pfizer-moderna-seen-reaping-billions-covid-19-vaccine-booster-market-2021-08-13/?taid=6116530e029ed3000190ca4c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://reut.rs/3mbjjIn
[2] https://www.reuters.com/world/asia-pacific/vietnam-produces-first-batch-russian-covid-19-vaccine-2021-07-21/
[2] https://youtu.be/tXii5g7CULI
[2] https://mb.com.ph/2021/08/12/real-picture-of-covid-19-among-filipino-children-not-yet-seen-pedia-groups/
[2] https://twitter.com/BenjaminEW/status/1425859529934315520?s=19

Top URLs in Tweet in G7:
[19] https://www.texastribune.org/2021/08/12/texas-rsv-covid-19-childrens-hospitals/
[5] http://trib.al/FKVJwJg
[4] http://trib.al/q2ccbbQ
[4] http://trib.al/bp8xjEE
[4] https://lopezdoriga.com/entretenimiento/franco-escamilla-covid-19-coronavirus-comediante/
[3] http://trib.al/Muumjtp
[3] https://www.eluniversal.com.mx/nacion/contagios-de-covid-19-en-ninos-se-disparan
[3] https://www.proceso.com.mx/nacional/2021/8/12/casos-de-covid-19-en-ninos-adolescentes-aumento-401-sipinna-269750.html
[2] https://trib.al/gS2kmcH
[2] http://trib.al/1Hs3gfB

Top URLs in Tweet in G8:
[12] https://floridapolitics.com/archives/449866-tallahassee-hospital-confirms-first-childhood-covid-19-death-amid-push-for-masks-in-schools/
[10] https://occupydemocrats.com/2021/08/12/kentucky-gop-anti-mask-senator-caught-hiding-wifes-covid-19-stock-purchases/
[5] https://nymag.com/intelligencer/2021/08/breakthrough-covid-19-cases-may-be-a-bigger-problem.html
[2] https://covid.cdc.gov/covid-data-tracker/#county-view
[2] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[1] https://twitter.com/peterschorschfl/status/1425564008334209039
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Faftvoices.org%2Fvaccinate-to-stem-the-tide-of-covid-19-88f5e9f53eff
[1] https://twitter.com/GregAbbott_TX/status/1426993182949187589
[1] https://justthenews.com/politics-policy/coronavirus/covid-19-vaccine-boosters-might-be-offered-some-americans-fall?utm_campaign=ligthouse&utm_content=covid-19-vaccine-boosters-might-be-offered-some-americans-fall&utm_source=social-jtn&utm_medium=twitter
[1] https://www.npr.org/sections/coronavirus-live-updates/2021/05/06/994287048/new-study-estimates-more-than-900-000-people-have-died-of-covid-19-in-u-s

Top URLs in Tweet in G9:
[4] https://www.irrawaddy.com/news/burma/rohingya-without-myanmar-id-not-being-given-covid-19-jab-junta.html
[2] https://www.irrawaddy.com/news/burma/chinese-made-covid-19-vaccines-to-go-on-sale-in-myanmar.html
[2] https://connect.clickandpledge.com/w/Form/5f12b867-2b79-4a62-a192-18f3bc1d8cad
[2] https://time.com/6089974/who-moratorium-covid-19-vaccine-boosters/
[2] https://www.hsph.harvard.edu/india-center/covid-19-dashboard/
[1] https://bit.ly/3jXEDyl
[1] https://www.pulsus.com/journal-child-psychology/submitmanuscript.html
[1] https://medicalxpress.com/news/2021-08-child-youth-mental-health-problems.html
[1] https://reut.rs/37ILUMK
[1] https://www.dw.com/en/coronavirus-digest-china-rules-out-political-who-probe/a-58851346

Top URLs in Tweet in G10:
[2] https://www.medcom.id/s/lKYrvqAN
[2] https://twitter.com/rbcrwanda/status/1425753166671400964
[2] https://www.regjeringen.no/en/topics/koronavirus-covid-19/Questions-and-answers-coronavirus-situation-in-Norway/the-coronavirus-situation-questions-and-answers-aboutentering-norway/id2703365/
[2] https://www.umuseke.rw/bugesera-ababyeyi-batwite-abonsa-nabageze-mu-zabukuru-bakingiwe-covid-19.html
[1] https://www.al.com/news/2021/08/alabama-parents-sue-school-district-over-covid-19-mask-policy.html?utm_medium=social&utm_source=twitter&utm_campaign=aldotcom_sf
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FInfoSOLSEL%2Fposts%2F4821927191157453
[1] https://www.merck.com/news/merck-statement-on-ivermectin-use-during-the-covid-19-pandemic/
[1] https://www.urdupoint.com/en/pakistan/who-lauds-sindh-govt-efforts-against-covid-a-1324941.html
[1] https://bit.ly/3xdZLoH
[1] https://www.medcom.id/s/DkqXMo4b

Top Domains
Top Domains in Tweet in Entire Graph:
[232] twitter.com
[78] trib.al
[73] bit.ly
[63] com.br
[52] reuters.com
[43] lg.jp
[41] co.uk
[38] com.mx
[33] youtube.com
[29] co.za

Top Domains in Tweet in G1:
[66] twitter.com
[33] com.br
[15] youtube.com
[11] cnn.com
[10] co.uk
[9] reuters.com
[9] wordpress.com
[9] wsj.com
[9] com.mx
[8] foxnews.com

Top Domains in Tweet in G2:
[9] com.my

Top Domains in Tweet in G3:
[16] trib.al
[14] msnbc.com
[13] cnn.it
[4] usatoday.com
[2] gov.au
[2] wlky.com
[2] politicususa.com
[1] nytimes.com
[1] nbcnews.com
[1] medrxiv.org

Top Domains in Tweet in G4:
[10] astroawani.com
[4] twitter.com
[2] malaysiakini.com
[1] gov.my
[1] com.my
[1] malaymail.com

Top Domains in Tweet in G5:
[1] com.my
[1] kpkesihatan.com

Top Domains in Tweet in G6:
[15] reuters.com
[6] inquirer.net
[5] foxnews.com
[4] twitter.com
[3] reut.rs
[3] trib.al
[2] youtu.be
[2] com.ph
[1] inq.news
[1] stltoday.com

Top Domains in Tweet in G7:
[22] trib.al
[19] texastribune.org
[9] com.mx
[7] lopezdoriga.com
[6] abs-cbn.com
[5] abcn.ws
[1] clarionledger.com

Top Domains in Tweet in G8:
[12] floridapolitics.com
[10] occupydemocrats.com
[6] cdc.gov
[6] nymag.com
[3] npr.org
[2] twitter.com
[2] texastribune.org
[1] medium.com
[1] justthenews.com
[1] dallasnews.com

Top Domains in Tweet in G9:
[6] irrawaddy.com
[4] harvard.edu
[4] twitter.com
[4] time.com
[3] bit.ly
[2] clickandpledge.com
[2] ejmoams.com
[1] pulsus.com
[1] medicalxpress.com
[1] reut.rs

Top Domains in Tweet in G10:
[5] nyti.ms
[3] medcom.id
[3] twitter.com
[2] regjeringen.no
[2] umuseke.rw
[1] al.com
[1] facebook.com
[1] merck.com
[1] urdupoint.com
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[471] covid_19
[269] covid19
[221] lawan
[98] covid
[92] whatshappeninginmyanmar
[55] coronavirus
[54] aug16coup
[50] cuba
[47] recognizenug
[46] girlsplanet999



Top Hashtags in Tweet in G1:
[97] covid_19
[60] whatshappeninginmyanmar
[43] aug16coup
[43] recognizenug
[42] covid19
[29] covid
[21] covid19indiahelp
[20] coronavirus
[15] aug13coup
[12] brasilcontraafome

Top Hashtags in Tweet in G2:
[171] lawan
[10] klang
[3] shahalam
[3] kualalumpur
[2] ipoh
[2] kualaterengganu
[1] kuching
[1] copenhagen

Top Hashtags in Tweet in G3:
[2] covid19
[1] covid19vic
[1] covid19vicdata
[1] stopthespread
[1] newsbreak

Top Hashtags in Tweet in G4:
[15] lawan
[14] menangbersama
[12] awaninews
[11] covid19
[10] lindungdirilindungsemua
[9] awani745
[8] hapuscovid19
[5] japensarawak
[5] sodiakroks
[4] komunikasikita

Top Hashtags in Tweet in G6:
[12] covid19
[7] covid_19
[6] covidvislualizations
[6] coviddata
[6] smcanalytics
[6] coronavirus
[2] covid
[2] iran
[1] florida
[1] trump

Top Hashtags in Tweet in G7:
[7] ejemplomundial
[5] domandolapandemia
[3] enportada
[2] covid19
[1] lasmásleídasdelasemana

Top Hashtags in Tweet in G8:
[2] vocieoftheresistance
[2] covid19
[1] justthenews
[1] gopdeathkkkult
[1] pandemicide
[1] covid

Top Hashtags in Tweet in G9:
[24] whatshappeninginmyanmar
[21] mandalay
[9] tachileik
[6] covid_19
[6] covid19
[5] helpiran
[5] aug13coup
[4] bingotime
[4] iran
[4] shwebo

Top Hashtags in Tweet in G10:
[8] covid_19
[2] iatatravelpass
[2] covid
[1] khidmatmainsabsayaagaysindh
[1] covid19
[1] محصن_مطمئن
[1] iyikivarsınkandostum
[1] csair
[1] flywithcsair

Top Words
Top Words in Tweet in Entire Graph:
[7014] covid
[6582] 19
[582] vaccine
[471] #covid_19
[456] cases
[441] people
[381] more
[350] dari
[336] yang
[325] vaccines

Top Words in Tweet in G1:
[986] covid
[964] 19
[97] #covid_19
[87] vaccine
[60] #whatshappeninginmyanmar
[59] cases
[54] sac
[53] contra
[46] 2021
[44] tsp

Top Words in Tweet in G2:
[215] covid
[215] 19
[178] dari
[172] ini
[171] setakat
[171] tiada
[171] kes
[171] dilaporkan
[171] himpunan
[171] #lawan

Top Words in Tweet in G3:
[141] covid
[140] 19
[92] msnbc
[58] dean
[57] howard
[54] governor
[54] desantis
[52] gov
[51] cnn
[49] totally

Top Words in Tweet in G4:
[185] covid
[184] 19
[76] yang
[72] guru
[50] saya
[49] telah
[48] ل
[47] tiada
[47] kes
[44] dari

Top Words in Tweet in G5:
[132] covid
[132] 19
[109] anda
[108] dijangkiti
[106] rakyat
[106] malaysia
[104] please
[71] yang
[56] mungkin
[54] sekarang

Top Words in Tweet in G6:
[124] covid
[108] 19
[24] reuters
[19] people
[18] state
[18] dose
[16] govrondesantis
[15] data
[15] vaccinated
[15] florida

Top Words in Tweet in G7:
[67] covid
[64] 19
[54] abc
[50] 16
[48] mask
[46] care
[46] less
[46] politics
[46] don
[46] another

Top Words in Tweet in G8:
[59] covid
[51] 19
[25] cases
[21] gregabbott_tx
[20] cdcgov
[20] florida
[18] projectlincoln
[17] rondesantisfl
[15] instead
[15] safe

Top Words in Tweet in G9:
[90] 19
[87] covid
[27] military
[24] #whatshappeninginmyanmar
[23] irrawaddynews
[22] myanmar
[22] state
[21] #mandalay
[21] against
[20] health

Top Words in Tweet in G10:
[99] covid
[96] 19
[34] news
[32] sailorrooscout
[32] vaccine
[31] really
[31] trials
[30] related
[30] exciting
[30] wanted

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6366] covid,19
[276] contra,covid
[266] 19,vaccine
[196] kes,covid
[182] dg,hisham
[177] 19,dilaporkan
[172] setakat,ini
[172] ini,tiada
[172] tiada,kes
[172] dilaporkan,dari

Top Word Pairs in Tweet in G1:
[936] covid,19
[50] contra,covid
[49] 19,vaccine
[28] abducted,sac
[24] 19,cases
[23] #whatshappeninginmyanmar,#aug16coup
[23] #aug16coup,#recognizenug
[21] fight,covid
[20] 19,india
[20] sac,forcibly

Top Word Pairs in Tweet in G2:
[213] covid,19
[171] setakat,ini
[171] ini,tiada
[171] tiada,kes
[171] kes,covid
[171] 19,dilaporkan
[171] dilaporkan,dari
[171] dari,himpunan
[171] himpunan,#lawan
[171] #lawan,dg

Top Word Pairs in Tweet in G3:
[137] covid,19
[57] howard,dean
[49] gov,desantis
[49] totally,unfit
[49] unfit,govern
[49] msnbc,howard
[48] govern,way
[48] way,embarrassment
[48] embarrassment,governor
[47] dean,gov

Top Word Pairs in Tweet in G4:
[180] covid,19
[39] akibat,covid
[37] guru,yang
[36] 19,dari
[36] ل,ا
[35] yang,telah
[34] gugurnya,wira
[34] wira,tiada
[34] tiada,galang
[34] galang,gantinya

Top Word Pairs in Tweet in G5:
[132] covid,19
[106] rakyat,malaysia
[54] sekarang,dari
[54] dari,24
[54] 24,rakyat
[54] malaysia,sudah
[54] sudah,dijangkiti
[54] dijangkiti,covid
[54] 19,jika
[54] jika,anda

Top Word Pairs in Tweet in G6:
[107] covid,19
[13] 19,vaccine
[11] 19,vaccines
[9] 19,patients
[9] fda,authorized
[9] authorized,additional
[9] additional,dose
[9] dose,pfizer
[9] pfizer,biontech
[9] biontech,moderna

Top Word Pairs in Tweet in G7:
[64] covid,19
[46] care,less
[46] less,politics
[46] politics,don
[46] don,another
[46] another,child
[46] child,die
[46] die,superintendent
[46] superintendent,please
[46] please,wear

Top Word Pairs in Tweet in G8:
[50] covid,19
[11] rand,paul
[11] breakthrough,cases
[10] lincoln,project
[9] gregabbott_tx,focused
[9] focused,keeping
[9] keeping,texans
[9] texans,safe
[9] safe,instead
[9] instead,whining

Top Word Pairs in Tweet in G9:
[86] covid,19
[13] young,activists
[13] activists,#mandalay
[13] #mandalay,rallied
[13] rallied,against
[13] against,military
[13] military,regime
[13] regime,monday
[13] monday,defiance
[13] defiance,junta's

Top Word Pairs in Tweet in G10:
[94] covid,19
[30] 19,related
[30] related,exciting
[30] exciting,news
[30] news,really
[30] really,wanted
[30] wanted,share
[30] share,phase
[30] phase,trials
[30] trials,moderna's

Top Replied-To
Top Replied-To in Entire Graph:
@govrondesantis
@lopezobrador_
@goynmombasa
@msnbc
@mippcivzla
@scrambled_ev
@optionsxploit
@vivekkadam3
@reportsdanews
@gregabbott_tx

Top Replied-To in G3:
@msnbc
@nytimes
@filthyfingers42

Top Replied-To in G4:
@imokman

Top Replied-To in G6:
@govrondesantis
@reportsdanews
@cathynottoday
@bleedingmarine
@cnnpolitics
@bblock29
@jmf134jeff
@brooklynmonk

Top Replied-To in G8:
@gregabbott_tx
@annesmith2
@rustyshack88
@davidmweissman
@jillwinebanks
@hft2415
@govrondesantis

Top Replied-To in G9:
@who

Top Replied-To in G10:
@lubomr12663547
@fmtoday

Top Mentioned
Top Mentioned in Entire Graph:
@farhanzulkefly
@msnbc
@cbouzy
@abc
@syedakramin
@azpapip
@cnn
@rapplerdotcom
@minato2013
@itto_end

Top Mentioned in G1:
@varginha_online
@fatoamazonico
@neumothork
@racursua
@media_bes
@gualtrapa
@kutaudabud
@celltrionhc
@allpourlafrance
@cornock60

Top Mentioned in G2:
@farhanzulkefly
@hmetromy
@nizambakeri
@silvermillion
@ahkmlog
@arifsetia2013rd
@ayg16
@billibear3
@broz6969
@cheong_desmond

Top Mentioned in G3:
@msnbc
@cnn
@georgetakei
@congressmanraja
@kavitapmd
@usatoday
@stanforddaily
@vicgovdh
@nswhealth
@politicususa

Top Mentioned in G4:
@maszlee
@dghisham
@newsbfm
@501awani
@jkjavmy
@aidilarazak
@jpenerangan
@muhyiddinyassin
@kkmputrajaya
@guanenglim

Top Mentioned in G5:
@syedakramin
@azpapip
@iamajak
@drmuhaimin
@dramarmoh
@jknperlis
@aidilarazak

Top Mentioned in G6:
@reuters
@inquirerdotnet
@govrondesantis
@kylegriffin1
@cnnbrk
@googlenews
@ap
@thetnholler
@foxnews
@cdcdirector

Top Mentioned in G7:
@abc
@steventdennis
@thehill
@lopezdoriga
@proceso
@el_universal_mx
@ancalerts
@msnbc

Top Mentioned in G8:
@cdcgov
@gregabbott_tx
@projectlincoln
@rondesantisfl
@dwallacewells
@nikkifried
@meidastouch
@acosta
@michaelmina_lab
@davidmweissman

Top Mentioned in G9:
@irrawaddynews
@who
@lyaharu
@kenroth
@drtedros
@echinanews
@unicef
@harvardchansph
@rvlburma2
@leedam18102

Top Mentioned in G10:
@sailorrooscout
@nytimes
@claudiashein
@jtrianat
@h_bakkaniy
@cla_cor
@besiktas
@ekb90377
@rwandahealth
@saudimoh

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@thebookofginko
@tomthunkitsmind
@dolartoday
@opsiin
@kompascom
@detikcom
@ecodaren
@infoitcultura

Top Tweeters in G1:
@caraotadigital
@dolartoday
@opsiin
@kompascom
@infoitcultura
@bella623
@vivacoid
@poandpo
@zla151aro
@tempodotco

Top Tweeters in G2:
@nonvitaltooth
@neyrashazeyra
@geanalyst
@sseubtin
@hmetromy
@lowelsielow
@nshrqmh
@imfsea_aruna
@broz6969
@devilishram

Top Tweeters in G3:
@ginalawriw
@muzikscribe
@govkhan
@all435reps
@rebellegrrl
@ikateufel
@itprofess_actor
@vmbritsch
@betzmyboyblue11
@njmike731

Top Tweeters in G4:
@q1_3_1q
@501awani
@rtm_malaysia
@trafalgarzul
@msianinsight
@rahah_ghazali
@adrizamri
@muiiiiizn
@amierulikhwann
@ikhwxn___

Top Tweeters in G5:
@luqmannyamiin
@itsandroidwolf
@jiraffie
@ainlhd
@95_haziq
@hyeminsora
@naimest
@syazwanizaberi
@ahming__
@behindthefries

Top Tweeters in G6:
@orgetorix
@inquirerdotnet
@viralvideovlogs
@reuters
@manilabulletin
@mary_swilling
@oregakitaworld
@ncfarmer321
@foxnews
@matilda_w_

Top Tweeters in G7:
@el_universal_mx
@thehill
@ancalerts
@katalin_pota
@textiff
@cmargaronis
@shell_loyd
@lopezdoriga
@vmrwanda
@abc

Top Tweeters in G8:
@pppatticake
@flyhyland
@coupdtrump
@chtucker18
@davidmweissman
@mathers_georgia
@joesgarage101
@grantstern
@rweingarten
@frandershgoldst

Top Tweeters in G9:
@boghche
@bigm0h
@fchaumac_chau
@iran
@ida_canada
@jjansasds
@4freedominiran
@emilylynn1323
@hayy2002
@vraagstaart

Top Tweeters in G10:
@nekotausagi
@nytimes
@corona_ssyt
@alirazatweets
@fmtoday
@medcom_id
@aldotcom
@trustyshoes
@arbitrarygenius
@blkmissfrizzle


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