COVID-19, Twitter, 7/29/2021 8:22:26 AM, 259027


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COVID-19_2021-07-29_00-00-01.xlsx
COVID-19_2021-07-29_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 29, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3BSybRr
@corona_ssyt
@drsasa22222
@rapporteurun
@nyanlinaung5
@myathsutm02
@reuters
@501awani
@skynews
@wj3kdz8txpfykrc
@tostevinm

Top hashtags:
#covid_19
#covid19
#whatshappeninginmyanmar
#covid
#july27coup
#coronavirus
#โควิด19

Description:
Description
The graph represents a network of 10,685 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 Thursday, 29 July 2021 at 07:31 UTC.

The requested start date was Thursday, 29 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 2-day, 0-hour, 2-minute period from Monday, 26 July 2021 at 12:17 UTC to Wednesday, 28 July 2021 at 12:20 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 10685
Unique Edges : 5692
Edges With Duplicates : 12400
Total Edges : 18092
Number of Edge Types : 5
Retweet : 5511
MentionsInRetweet : 6277
Tweet : 3682
Replies to : 392
Mentions : 2230
Self-Loops : 3711
Reciprocated Vertex Pair Ratio : 0.00478068602844508
Reciprocated Edge Ratio : 0.00951587962412275
Connected Components : 3302
Single-Vertex Connected Components : 1126
Maximum Vertices in a Connected Component : 860
Maximum Edges in a Connected Component : 2181
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 10.303567
Graph Density : 7.36431983099994E-05
Modularity : 0.54385
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 10,685 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 Thursday, 29 July 2021 at 07:31 UTC.

The requested start date was Thursday, 29 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 2-day, 0-hour, 2-minute period from Monday, 26 July 2021 at 12:17 UTC to Wednesday, 28 July 2021 at 12:20 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : COVID-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:
[37] https://www.bbc.com/japanese/57965936
[17] https://redirect.viglink.com?u=https%3A%2F%2Fwww.walgreens.com%2Ffindcare%2Fvaccination%2Fcovid-19&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[16] 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
[14] https://connect.clickandpledge.com/w/Form/5f12b867-2b79-4a62-a192-18f3bc1d8cad
[13] 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
[13] https://www.irrawaddy.com/news/burma/prisoners-held-by-myanmar-junta-dying-of-covid-19.html
[12] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-wada-24?utm_source=dynamic&utm_campaign=bfsharetwitter
[11] https://crmhi.nhso.go.th/
[11] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/safety-of-vaccines.html
[10] https://www.lefigaro.fr/sciences/covid-19-un-medecin-de-touraine-refuse-le-vaccin-aux-adolescents-20210727

Top URLs in Tweet in G1:
[17] https://redirect.viglink.com?u=https%3A%2F%2Fwww.walgreens.com%2Ffindcare%2Fvaccination%2Fcovid-19&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[8] https://www.irrawaddy.com/news/burma/prisoners-held-by-myanmar-junta-dying-of-covid-19.html
[8] https://connect.clickandpledge.com/w/Form/5f12b867-2b79-4a62-a192-18f3bc1d8cad
[4] https://www.instagram.com/accounts/login/
[3] https://www.zerohedge.com/covid-19/majority-hospitalized-covid-patients-uk-only-tested-positive-after-admission-leaked-nih
[3] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-wada-24
[3] https://www.pref.saitama.lg.jp/a0710/covid-19/seshusha.html
[3] https://uk.ambafrance.org/COVID-19-rules-for-travel-to-France-and-the-UK
[3] https://www.oliberal.com/mundo/toquio-registra-recorde-de-casos-de-coronavirus-em-plenos-jogos-olimpicos-1.415185
[2] http://www.trtvotworld.com

Top URLs in Tweet in G2:
[15] 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
[10] https://www.reuters.com/world/asia-pacific/myanmar-floods-coup-complicate-growing-covid-19-outbreak-2021-07-27/
[7] https://www.irrawaddy.com/news/burma/myanmar-junta-to-build-new-crematoriums-as-covid-19-death-toll-soars.html
[6] https://connect.clickandpledge.com/w/Form/5f12b867-2b79-4a62-a192-18f3bc1d8cad
[6] https://english.shannews.org/archives/24086
[6] https://www.reuters.com/world/asia-pacific/myanmar-floods-coup-complicate-growing-covid-19-outbreak-2021-07-27/?taid=60ffd0f7cb4037000190367f&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.irrawaddy.com/news/burma/prisoners-held-by-myanmar-junta-dying-of-covid-19.html
[5] https://www.irrawaddy.com/news/burma/kia-to-carry-out-extensive-covid-19-tests-in-northern-myanmar.html
[3] https://www.reuters.com/world/asia-pacific/myanmar-junta-seeks-international-cooperation-over-covid-19-crisis-2021-07-28/
[3] http://dlvr.it/S4ZNzy

Top URLs in Tweet in G3:
[2] https://news.cgtn.com/news/2021-07-27/U-S-deportation-of-immigrants-worsen-COVID-19-in-Latin-America-media-12eR2UVyykw/index.html
[2] https://news.cgtn.com/news/2021-07-28/Nanjing-s-inflated-labs-help-city-stem-spike-in-COVID-19-infections-12guFqjAS8E/index.html
[2] https://www.monitor.co.ug/uganda/news/rwanda-extends-lockdown-measures-against-covid-19-to-consolidate-gains-3486826
[1] https://bit.ly/3ybadi0?utm_medium=social&utm_source=twitter_ntvuganda
[1] https://bit.ly/370v5fW
[1] https://bit.ly/3y93RzK
[1] https://www.who.int/emergencies/diseases/novel-coronavirus-2019
[1] https://ee.humanitarianresponse.info/x/lyfE4kgb
[1] https://www.usaid.gov/news-information/press-releases/jul-27-2021-united-states-announces-nearly-199-million-additional-humanitarian-somalia
[1] https://twitter.com/SecBlinken/status/1420014686205104135

Top URLs in Tweet in G4:
[6] https://www.sueddeutsche.de/bayern/gesundheit-muenchen-umfrage-jeder-zweite-fuer-ende-der-corona-massnahmen-dpa.urn-newsml-dpa-com-20090101-210722-99-471686
[3] https://trib.al/dZsItCS
[3] https://www.bmj.com/content/374/bmj.n1648
[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://blogs.bmj.com/bmj/2021/07/26/what-does-public-health-really-mean-lessons-from-covid-19/
[2] https://www.theepochtimes.com/mkt_morningbrief/department-of-justice-declares-covid-19-vaccine-mandates-legal_3920759.html
[2] https://www.dailymail.co.uk/news/article-9829681/Covid-19-UK-SAGE-expert-says-group-left-scratching-head-falling-infections.html
[2] https://trib.al/9cFl0Rn
[1] https://www.statnews.com/2021/07/27/cdc-recommend-masks-indoors-even-for-those-vaccinated-against-covid-19/
[1] https://www.vaccines.gov/

Top URLs in Tweet in G5:
[2] https://grid.astroawani.com/
[2] https://www.bernama.com/bm/am/news.php?id=1986683#.YQDxk743KU4.twitter
[2] https://malaysiagazette.com/2021/07/28/nilai-kadar-kebolehjangkitan-covid-19-kini-1-14/
[1] https://www.astroawani.com/berita-malaysia/hartal-doktor-kontrak-beri-perhatian-selesaikan-tuntutan-mereka-anwar-310471
[1] https://kpkesihatan.com/2021/07/28/kenyataan-akhbar-kpk-28-julai-2021-situasi-semasa-jangkitan-penyakit-coronavirus-2019-covid-19-di-malaysia/
[1] https://www.vaksincovid.gov.my/
[1] https://twitter.com/bernamadotcom/status/1420262275877773318
[1] https://twitter.com/classmandarin/status/1404284467447926786?s=08
[1] https://www.bernama.com/bm/news.php?id=1986917
[1] https://sabahmedia.com/2021/07/28/covid-19-tiga-kluster-melibatkan-jangkitan-dalam-komuniti-tempat-kerja-direkodkan-di-keningau/

Top URLs in Tweet in G6:
[4] https://mazo4f.com/empresa-rusa-realizara-primeros-ensayos-con-su-vacuna-contra-el-covid-19
[3] https://mazo4f.com/merida-trabajadores-del-aeropuerto-de-el-vigia-reciben-inmunizacion-contra-covid-19-baer
[2] https://mazo4f.com/presidente-maduro-en-venezuela-hemos-descubierto-dos-casos-de-la-cepa-delta-del-covid-19
[2] https://mazo4f.com/venezuela-registro-1097-nuevos-casos-y-17-fallecidos-por-covid-19
[2] https://mazo4f.com/se-multiplican-los-casos-positivos-para-covid-19-en-el-estado-de-florida-eeuu
[2] https://mazo4f.com/brasil-supero-las-550-mil-muerte-por-covid-19
[2] https://mazo4f.com/inauguran-centro-masivo-de-vacunacion-contra-el-covid-19-en-nueva-esparta
[2] https://twitter.com/i/broadcasts/1BdGYYymAkYGX
[2] http://resumendigital.com/venezuela-supera-los-300-mil-casos-de-covid-19-tras-reportar-1-097-contagios-en-24-horas
[1] https://www.vtv.gob.ve/dia-499-lucha-covid-venezuela-casos-27072021/

Top URLs in Tweet in G7:
[1] https://www.vaksincovid.gov.my/
[1] https://www.sinarharian.com.my/article/152487/KHAS/Covid-19/143-kematian-1016-kes-di-ICU
[1] https://bit.ly/3zsIlGq

Top URLs in Tweet in G9:
[4] http://www.nhs.uk/Pages/HomePage.aspx
[2] https://www.bloomberg.com/news/articles/2021-07-26/singapore-finds-129-new-cases-including-67-linked-to-clusters?utm_source=twitter&utm_medium=social&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic&utm_content=business
[2] https://www.bloomberg.com/news/articles/2021-07-28/pfizer-expects-covid-vaccine-sales-to-top-33-billion-this-year?utm_content=business&utm_campaign=socialflow-organic&utm_medium=social&cmpid=socialflow-twitter-business&utm_source=twitter
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=29cca240-ec8e-11eb-8beb-c35a53e318ca&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0yMy93aGF0LW1ha2VzLWRlbHRhLXRoZS1tb3N0LWRpc3J1cHRpdmUtdmlydXMtdmFyaWFudC1xdWlja3Rha2U=
[1] https://www.spectator.co.uk/article/five-experts-who-predicted-covid-cases-would-hit-100-000
[1] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine
[1] https://www.globalpartnership.org/financing-2025/summit
[1] https://twitter.com/KlausKblog/status/1364562021920956418
[1] https://cnn.it/3i9ME3z
[1] https://cnn.it/3BQ48tx

Top URLs in Tweet in G10:
[2] https://www.axios.com/us-vaccines-covid-19-hospitals-delta-variant-970f3b99-d55d-4116-bd57-e55abd8b7648.html
[1] https://journals.plos.org/plosone/doi?id=10.1371/journal.pone.0253510
[1] https://malegislature.gov/Events/Hearings/Detail/3890
[1] https://www.huffpost.com/entry/fauci-virus-outbreak-delta_n_60fda72ee4b073351627d650
[1] https://www.huffpost.com/entry/medical-groups-urge-mandatory-health-care-worker-vaccines_n_60feb954e4b05ff8cfcab16c
[1] https://www.theguardian.com/world/2021/jul/25/seriously-ill-young-people-in-current-covid-admissions-expert-warns
[1] https://twitter.com/ColumbiaBugle/status/1420208581291515904
[1] https://www.washingtonpost.com/politics/biden-covid-delta-agenda/2021/07/23/11afddae-ebc0-11eb-ba5d-55d3b5ffcaf1_story.html
[1] https://bit.ly/3rBWi2b
[1] https://cbsloc.al/3i5k4jV

Top Domains
Top Domains in Tweet in Entire Graph:
[231] twitter.com
[80] bit.ly
[75] reuters.com
[59] co.uk
[47] com.mx
[45] com.br
[43] lefigaro.fr
[43] bbc.com
[34] youtube.com
[32] trib.al

Top Domains in Tweet in G1:
[60] twitter.com
[18] co.uk
[17] viglink.com
[14] com.br
[13] youtube.com
[11] com.mx
[8] cnn.com
[8] irrawaddy.com
[8] clickandpledge.com
[7] reuters.com

Top Domains in Tweet in G2:
[40] reuters.com
[22] irrawaddy.com
[7] dlvr.it
[6] clickandpledge.com
[6] shannews.org
[4] reut.rs
[4] youtube.com
[3] bit.ly
[3] myanmar-now.org
[3] rte.ie

Top Domains in Tweet in G3:
[5] cgtn.com
[4] bit.ly
[3] twitter.com
[2] co.ug
[1] who.int
[1] humanitarianresponse.info
[1] usaid.gov
[1] state.gov
[1] unicef.org
[1] people.cn

Top Domains in Tweet in G4:
[9] trib.al
[7] bmj.com
[6] sueddeutsche.de
[6] sky.com
[4] cdc.gov
[4] wsj.com
[2] twitter.com
[2] theepochtimes.com
[2] co.uk
[2] bbc.in

Top Domains in Tweet in G5:
[3] astroawani.com
[3] bernama.com
[2] twitter.com
[2] malaysiagazette.com
[1] kpkesihatan.com
[1] gov.my
[1] sabahmedia.com
[1] thesundaily.my

Top Domains in Tweet in G6:
[17] mazo4f.com
[2] gob.ve
[2] twitter.com
[2] resumendigital.com
[1] com.ve

Top Domains in Tweet in G7:
[1] gov.my
[1] com.my
[1] bit.ly

Top Domains in Tweet in G9:
[7] bloomberg.com
[5] nhs.uk
[4] sky.com
[2] cnn.it
[1] co.uk
[1] globalpartnership.org
[1] twitter.com
[1] ourworldindata.org
[1] gov.uk
[1] ucsd.edu

Top Domains in Tweet in G10:
[2] axios.com
[2] huffpost.com
[1] plos.org
[1] malegislature.gov
[1] theguardian.com
[1] twitter.com
[1] washingtonpost.com
[1] bit.ly
[1] cbsloc.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[706] covid_19
[379] covid19
[205] whatshappeninginmyanmar
[123] covid
[91] july27coup
[66] coronavirus
[56] โควิด19
[45] passsanitaire
[40] vaccination
[37] july28coup



Top Hashtags in Tweet in G1:
[125] covid_19
[111] whatshappeninginmyanmar
[65] july27coup
[57] covid19
[38] covid
[20] myanmarcovidsos
[17] july28coup
[13] coronavirus
[9] indonesiasehatindonesiahebat
[9] bersatulawancovid19

Top Hashtags in Tweet in G2:
[68] whatshappeninginmyanmar
[19] july27coup
[10] july28coup
[7] kalay
[6] tokyo2020
[6] myanmarcovidsos
[5] covid_19
[4] olympics
[3] kyaukme
[3] nay_pyi_taw

Top Hashtags in Tweet in G3:
[24] ugandaisbleeding
[23] accountability
[16] covid19
[7] indiafightscorona
[6] covid
[5] franceugandatogether
[4] chhindwara
[4] covax
[3] unite2fightcorona
[3] china

Top Hashtags in Tweet in G4:
[16] covid19
[15] covid_19
[9] deltavariante
[9] delta
[8] corona
[5] covid
[2] resourcesbeforerestrictions
[2] equity
[2] harmreduction
[2] opendiscourse

Top Hashtags in Tweet in G5:
[29] covid19
[18] lindungdirilindungsemua
[18] menangbersama
[8] awaninews
[8] japensarawak
[7] dewanrakyat
[6] menangbersamamharungicovid19
[6] jabatanpenerangan
[6] sodiakroks
[5] sisitvparlimen

Top Hashtags in Tweet in G6:
[22] vacunarseesclave
[15] covid_19
[12] venezuela
[11] conchavezbatallayvictoria
[11] 7/27/2021 12:00:00 AM
[10] 67añoschávezinvencible
[9] 7más7equilibriosaludable
[7] 7/26/2021 12:00:00 AM
[4] buenosdias
[3] fanb

Top Hashtags in Tweet in G7:
[2] lindungdirilindungsemua
[2] sinarharian

Top Hashtags in Tweet in G9:
[25] covid19
[9] covid
[4] ges2021
[4] covid_19
[3] nhspay15
[2] katiepersinger
[2] covidinquirynow
[2] deltavariant
[2] coronavirus
[2] johnsonvariant

Top Hashtags in Tweet in G10:
[2] plosone
[1] mask
[1] masks
[1] maleg
[1] maedu
[1] mapoli
[1] takehumanaction
[1] covid
[1] covid_19

Top Words
Top Words in Tweet in Entire Graph:
[7118] covid
[6715] 19
[706] #covid_19
[612] vaccine
[541] cases
[524] people
[414] น
[411] ว
[392] dan
[379] #covid19

Top Words in Tweet in G1:
[979] covid
[973] 19
[125] #covid_19
[111] #whatshappeninginmyanmar
[88] cases
[83] people
[74] vaccine
[65] #july27coup
[57] #covid19
[51] myanmar

Top Words in Tweet in G2:
[227] covid
[211] 19
[93] က
[91] myanmar
[73] န
[68] #whatshappeninginmyanmar
[67] င
[65] people
[58] dr
[57] မ

Top Words in Tweet in G3:
[108] covid
[106] 19
[41] ugandans
[34] dianaatwine
[32] minofhealthug
[27] stop
[25] need
[25] janeruth_aceng
[25] today
[24] accountability

Top Words in Tweet in G4:
[75] covid
[70] 19
[19] bmj_latest
[19] cnn
[17] cases
[17] high
[16] #covid19
[16] vaccine
[16] workers
[15] drpuerner

Top Words in Tweet in G5:
[163] covid
[161] 19
[94] dan
[65] yang
[61] ahli
[61] jangkitan
[51] kes
[47] telah
[46] 501awani
[46] untuk

Top Words in Tweet in G6:
[102] covid
[102] 19
[52] contra
[29] vacunación
[27] casos
[24] venezuela
[23] nicolasmaduro
[22] #vacunarseesclave
[20] contagios
[17] total

Top Words in Tweet in G7:
[188] better
[130] late
[128] never
[118] covid
[118] 19
[99] ada
[96] 10
[96] lah
[94] lewat
[94] bulan

Top Words in Tweet in G8:
[214] ว
[110] น
[109] ต
[109] าง
[108] มยำก
[108] ได
[108] ธ
[107] ใครพ
[107] ดว
[107] าต

Top Words in Tweet in G9:
[59] covid
[59] 19
[25] #covid19
[24] uk
[19] drericding
[18] drop
[18] patients
[17] intelligence
[16] substantial
[16] survivors

Top Words in Tweet in G10:
[102] 19
[95] covid
[44] vaccine
[29] anacabrera
[29] pfizer
[29] expects
[29] safety
[29] immune
[29] data
[29] support

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6513] covid,19
[302] 19,vaccine
[301] contra,covid
[259] 19,cases
[131] 19,pandemic
[128] better,late
[128] late,never
[118] positive,covid
[116] 19,vaccination
[109] ว,ธ

Top Word Pairs in Tweet in G1:
[932] covid,19
[59] 19,cases
[44] #whatshappeninginmyanmar,#july27coup
[39] contra,covid
[33] 19,infection
[32] 19,vaccine
[31] during,covid
[21] 19,pandemic
[21] telenor,datas
[21] datas,accessed

Top Word Pairs in Tweet in G2:
[211] covid,19
[47] 19,delta
[46] dr,sasa
[46] spread,covid
[44] sasa,talks
[44] talks,international
[44] international,media
[44] media,organization
[44] organization,jazeera
[44] jazeera,controlled

Top Word Pairs in Tweet in G3:
[101] covid,19
[24] ugandans,need
[24] need,accountability
[24] accountability,covid
[23] #ugandaisbleeding,#accountability
[15] donations,stop
[15] stop,satisfying
[15] satisfying,desires
[15] desires,behalf
[15] behalf,ugandans

Top Word Pairs in Tweet in G4:
[69] covid,19
[14] cnn,two
[14] two,states
[14] states,arkansas
[14] arkansas,louisiana
[14] louisiana,county
[14] county,currently
[14] currently,listed
[14] listed,having
[14] having,high

Top Word Pairs in Tweet in G5:
[160] covid,19
[42] positif,covid
[40] ahli,parlimen
[40] assalamulaikum,abang
[40] abang,dan
[40] dan,sekeluarga
[40] sekeluarga,telah
[40] telah,disahkan
[40] disahkan,positif
[40] 19,mohon

Top Word Pairs in Tweet in G6:
[102] covid,19
[45] contra,covid
[17] lucha,contra
[12] #covid_19,estadísticas
[12] estadísticas,generales
[12] generales,coronavirus
[12] coronavirus,#venezuela
[12] #venezuela,total
[12] total,contagios
[10] libertad003,#covid_19

Top Word Pairs in Tweet in G7:
[127] better,late
[127] late,never
[118] covid,19
[94] lewat,10
[94] 10,bulan
[94] bulan,dalam
[94] dalam,isu
[94] isu,covid
[94] takpe,lah
[94] lah,ada

Top Word Pairs in Tweet in G8:
[108] ต,าง
[107] ใครพ,ดว
[107] ดว,าต
[107] าต,มยำก
[107] มยำก,งผ
[107] งผ,านมาได
[107] านมาได,โคว
[107] โคว,ดก
[107] ดก,ผ
[107] ผ,านได

Top Word Pairs in Tweet in G9:
[50] covid,19
[17] drop,intelligence
[16] substantial,drop
[16] intelligence,#covid19
[16] #covid19,survivors
[16] survivors,suffer
[16] suffer,severe
[16] severe,cognitive
[16] cognitive,deficit
[16] deficit,patients

Top Word Pairs in Tweet in G10:
[95] covid,19
[32] 19,vaccine
[29] pfizer,expects
[29] expects,covid
[29] vaccine,safety
[29] safety,immune
[29] immune,data
[29] data,support
[29] support,emergency
[29] emergency,use

Top Replied-To
Top Replied-To in Entire Graph:
@anitahamong
@minofhealthug
@un_hrc
@maryamnsharif
@jpenerangan
@null
@dghisham
@chilpericl
@fernandeznorona
@absetyono

Top Replied-To in G3:
@anitahamong
@minofhealthug
@janeruth_aceng
@secblinken
@statedept
@randyhillier

Top Replied-To in G4:
@heathensassy
@juliet41597263
@cyrussamimi
@arkmedic

Top Replied-To in G5:
@jpenerangan
@dghisham

Top Replied-To in G6:
@yanislumar
@nicolasmaduro

Top Replied-To in G7:
@saifulhisyam

Top Replied-To in G9:
@liseandersen6
@keir_starmer
@drericding
@martinkulldorff
@goldiluxes
@riiaa46450612

Top Replied-To in G10:
@politvidchannel

Top Mentioned
Top Mentioned in Entire Graph:
@sherryppt
@drdzul
@farhanzulkefly
@mynadma
@drsasa22222
@symirhs
@501awani
@aimansalim_
@n_izzah
@kkmputrajaya

Top Mentioned in G1:
@hiremaidea
@3artilleryregi2
@tribunkaltim
@lackadiasical
@maskthaii
@it_healthplus
@cest__carre
@barnaclinic

Top Mentioned in G2:
@drsasa22222
@reuters
@tostevinm
@irrawaddynews
@laminmaungmaun8
@2021revtweets
@rvlburma2
@kenroth
@media_chin
@myanmar_now_eng

Top Mentioned in G3:
@dianaatwine
@janeruth_aceng
@imfnews
@minofhealthug
@worldbank
@govuk
@drtedros
@usaid
@frenchembassyug
@who

Top Mentioned in G4:
@bmj_latest
@cnn
@drpuerner
@ap
@cdcgov
@phil_mattingly
@skynews
@stevebakerhw
@wsj
@bbcworld

Top Mentioned in G5:
@501awani
@n_izzah
@aimansalim_
@kkmputrajaya
@jpenerangan
@japensarawak
@dghisham
@azminali
@myhealthkkm
@khairykj

Top Mentioned in G6:
@nicolasmaduro
@libertad003
@vtvcanal8
@conelmazodando
@mippcivzla
@carnetdlapatria
@delcyrodriguezv
@dasilvastalin
@luchaalmada
@antonio09610321

Top Mentioned in G7:
@drdzul
@farhanzulkefly
@brgsjks
@nizambakeri
@dradhambaba
@mynohomar
@jtan1406
@saifulhisyam
@forsyo
@tzafrul_aziz

Top Mentioned in G8:
@sherryppt

Top Mentioned in G9:
@drericding
@borisjohnson
@nhsuk
@sajidjavid
@business
@fcdogovuk
@keir_starmer
@cnni
@martinkulldorff
@janemarriottuk

Top Mentioned in G10:
@anacabrera
@joncoopertweets
@mstoove
@politvidchannel
@repbeatty
@kingstonareif
@lpnational
@lpmisescaucus
@gop
@orlandosentinel

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@ja8yum
@infoitsport
@dolartoday
@sportsbookbtc
@danielpilotte1
@kompascom
@detikcom
@elilustrativo

Top Tweeters in G1:
@caraotadigital
@infoitsport
@dolartoday
@sportsbookbtc
@elilustrativo
@robinsnewswire
@multigaceta
@republikaonline
@zyitegadgets
@liputan6dotcom

Top Tweeters in G2:
@reuters
@channelnewsasia
@kellyclelland1
@allafrica
@newstalkfm
@sally38622573
@rtenews
@inquirersports
@abdulmalig
@johnwest_jaws

Top Tweeters in G3:
@billieo2
@standardkenya
@nbstv
@denisenamale
@globalcitizenln
@ntvuganda
@xhnews
@cgtnofficial
@dailymonitor
@douglaschongys

Top Tweeters in G4:
@npsusa
@skynews
@nancyrubin
@cnn
@wsj
@bbcworld
@ap
@heather63262308
@myrenekala
@soman_marukawa

Top Tweeters in G5:
@wanfaridkamil
@501awani
@malaysiagazette
@bernamaradio
@sismaters
@firazaz
@bihahbohri
@nabillaxnamjoon
@khalidajalil
@amarhaiqall

Top Tweeters in G6:
@conelmazodando
@vtvcanal8
@yasmi70
@lanacionweb
@mercedeslouzaod
@avelinosalazar7
@slphr1
@liliamm_27
@mippcivzla
@oriana_candanga

Top Tweeters in G7:
@sinaronline
@bernamadotcom
@ikhwansolveig
@niallsboobae
@anjwaaii
@fadhanafi
@poor_tar_toe
@alisamazlan
@anyaaalya
@ariffnizam

Top Tweeters in G8:
@gaemae13
@kiim_zaaa
@nnann_thiya
@charlynx2_
@2pm040912
@nvnvnvnvnvnvn
@joundz
@k1412_
@byunp_
@molemelody

Top Tweeters in G9:
@hot_96kenya
@business
@paulpaul49
@concernedwhite1
@cnni
@shinyelishar
@daddiesmumpet
@janemccourt1
@sir_alex52
@kidstrevor

Top Tweeters in G10:
@jot_au
@all435reps
@margaritateresa
@steph56renee
@kjmpalermo
@bigforkgirl
@abigaila1972
@duncanmacmartin
@joncoopertweets
@flipcritic


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