COVID-19, Twitter, 7/2/2021 9:12:50 AM, 258119


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COVID-19_2021-07-02_00-00-01.xlsx
COVID-19_2021-07-02_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 02, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3yePY2v
@who
@narendramodi
@moneycontrolh
@niang_saadbou
@un
@corona_ssyt
@coolbadass9
@tostevinm
@mynation_bh
@qamarzamanbutt

Top hashtags:
#covid19
#covid_19
#whatshappeninginmyanmar
#covid
#july1coup
#coronavirus

Description:
Description
The graph represents a network of 10,534 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, 02 July 2021 at 07:22 UTC.

The requested start date was Friday, 02 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, 3-minute period from Tuesday, 29 June 2021 at 12:16 UTC to Thursday, 01 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 : 10534
Unique Edges : 5638
Edges With Duplicates : 11783
Total Edges : 17421
Number of Edge Types : 5
Retweet : 5283
MentionsInRetweet : 6009
Replies to : 347
Tweet : 3733
Mentions : 2049
Self-Loops : 3779
Reciprocated Vertex Pair Ratio : 0.00637579697462183
Reciprocated Edge Ratio : 0.0126708074534161
Connected Components : 3347
Single-Vertex Connected Components : 1255
Maximum Vertices in a Connected Component : 1134
Maximum Edges in a Connected Component : 2475
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 10.477764
Graph Density : 7.25521826391333E-05
Modularity : 0.543884
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 10,534 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, 02 July 2021 at 07:22 UTC.

The requested start date was Friday, 02 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, 3-minute period from Tuesday, 29 June 2021 at 12:16 UTC to Thursday, 01 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:
[36] https://news.sky.com/story/covid-19-nearly-2000-cases-linked-to-scotland-fans-watching-euro-2020-games-12345619
[18] https://www.walgreens.com/findcare/vaccination/covid-19
[17] https://www.kompas.tv/article/188629/patuh-pada-ketua-adat-kasus-covid-19-di-masyarakat-baduy-nol-persen?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.khaosod.co.th/covid-19/news_6481398
[13] https://twitter.com/IrrawaddyNews/status/1410157202304737280
[12] https://twitter.com/MilkTeaMM_MTAM/status/1410498140894019585
[12] https://timesofindia.indiatimes.com/spotlight/pulmonologist-dr-kapil-salgia-explains-the-importance-of-pvp-i-gargle-as-a-precautionary-measure-against-covid-19/articleshow/83811670.cms
[11] https://news.sky.com/story/covid-19-end-of-school-bubble-system-to-be-announced-in-next-stage-of-englands-coronavirus-roadmap-12345627
[10] http://www.granma.cu/cuba-covid-19/2021-06-30/isla-de-la-juventud-primer-territorio-cubano-en-concluir-la-intervencion-sanitaria-con-abdala-video
[10] https://trib.al/WrQGCmE

Top URLs in Tweet in G1:
[18] https://www.walgreens.com/findcare/vaccination/covid-19
[11] https://twitter.com/IrrawaddyNews/status/1410157202304737280
[11] https://twitter.com/MilkTeaMM_MTAM/status/1410498140894019585
[7] https://www.instagram.com/accounts/login/
[7] https://news.sky.com/story/covid-19-nearly-2000-cases-linked-to-scotland-fans-watching-euro-2020-games-12345619
[5] https://twitter.com/leongwaikitcna/status/1409653997556752393
[5] https://www.scmp.com/news/china/diplomacy/article/3139036/sinovac-set-start-making-covid-19-jabs-egypt-china-expands
[5] https://m.theepochtimes.com/mkt_app/myocarditis-higher-than-expected-among-male-military-members-after-2nd-mrna-covid-19-vaccine-dose-study_3880473.html?v=ul
[5] https://sokodirectory.com/2021/06/87669-insurance-policies-were-cancelled-due-to-covid-19/
[5] https://www.xcatalunya.cat/covid-19-dimecres-catalunya-2/

Top URLs in Tweet in G2:
[4] https://www.mygov.in/covid-19
[3] https://www.ndtv.com/india-news/coronavirus-tejashwi-yadav-brother-tej-pratap-yadav-take-sputnik-covid-19-vaccine-in-patnas-medanta-hospital-2476108
[2] https://www.indiatoday.in/coronavirus-outbreak/story/negative-rt-pcr-report-or-one-vaccine-dose-mandatory-for-maharashtra-visitors-entering-karnataka-1820872-2021-06-29
[2] https://www.republicworld.com/world-news/uk-news/uk-minister-hails-indias-ability-to-manufacture-covid-19-vaccines-for-the-whole-world.html
[2] https://www.independent.co.uk/news/education/education-news/school-bubbles-covid-gavin-williamson-b1875480.html
[2] https://publictv.in/covid-19-karnataka-vaccine-for-all-higher-education-students-dcm-ashwath-narayan/
[1] https://twitter.com/FAYAZSPL/status/1410070732399251457
[1] http://bitly.ws/?redirect=eXfc
[1] https://pib.gov.in/PressReleasePage.aspx?PRID=1731436
[1] https://www.amarujala.com/world/covid-19-preparations-for-a-booster-vaccine-in-britain-so-that-there-would-be-no-danger-from-the-new-corona-strain-in-the-winter-season

Top URLs in Tweet in G4:
[3] https://covid19.healthdata.org/
[2] https://www.who.int/news-room/spotlight/the-impact-of-covid-19-on-global-health-goals
[2] https://www.alhakam.org/print_edition/al-hakam-19-june-2020/
[2] http://Www.alislam.org
[2] https://www.independent.co.uk/life-style/health-and-families/coronavirus-myths-world-health-organisation-cases-masks-a9617846.html
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanepe%2Farticle%2FPIIS2666-7762%2821%2900129-0%2Ffulltext&rc=0
[1] https://www.who.int/news/item/30-06-2021-first-meeting-of-the-task-force-on-covid-19-vaccines-therapeutics-and-diagnostics-for-developing-countries
[1] https://www.imf.org/en/News/Articles/2021/06/30/pr21201-joint-statement-heads-wb-imf-who-wto-first-meeting-task-force-covid-19-developing-countries
[1] https://bit.ly/3dkbPNR
[1] https://asia.nikkei.com/Spotlight/Myanmar-Coup/Myanmar-coup-latest-UN-calls-for-release-of-all-detainees-including-Suu-Kyi

Top URLs in Tweet in G5:
[3] https://www.wsj.com/articles/delta-variants-spread-hobbles-global-efforts-to-lift-covid-19-restrictions-11625131968?st=b09f3m7cheiqra8&reflink=desktopwebshare_twitter
[1] https://www.cidrap.umn.edu/news-perspective/2021/06/nearly-all-us-covid-19-deaths-now-preventable
[1] https://trib.al/4ACmf66
[1] https://trib.al/pCwOUAT
[1] https://on.wsj.com/3dtAsrv
[1] https://on.wsj.com/2T83lm7
[1] https://trib.al/yzPQ5DU
[1] https://on.wsj.com/3hjAXWu
[1] https://www.wsj.com/articles/another-respiratory-virus-is-spreading-as-u-s-gets-back-to-pre-covid-19-life-11625140800?st=ozobe4ntxrjijtn&reflink=desktopwebshare_twitter
[1] https://pubmed.ncbi.nlm.nih.gov/34187613/

Top URLs in Tweet in G6:
[4] https://www.facebook.com/watch/?v=3591968377571039&extid=NS-UNK-UNK-UNK-AN_GK0T-GK1C
[4] https://time.com/6075430/west-virginia-covid-19-vaccine-rollout/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=u.s._&linkId=122730891
[4] https://www.facebook.com/page/227632993929650/search/?q=%E0%B8%AB%E0%B8%99%E0%B9%88%E0%B8%A7%E0%B8%A2%E0%B8%9D%E0%B8%B6%E0%B8%81%E0%B8%9E%E0%B8%A3%E0%B9%89%E0%B8%AD%E0%B8%A1%20%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%99%E0%B9%89%E0%B8%AD%E0%B8%87%E0%B8%97%E0%B8%AB%E0%B8%B2%E0%B8%A3%E0%B9%83%E0%B8%AB%E0%B8%A1%E0%B9%88%20%E0%B8%9B%E0%B8%A5%E0%B8%AD%E0%B8%94%E0%B8%A0%E0%B8%B1%E0%B8%A2%E0%B8%88%E0%B8%B2%E0%B8%81%20Covid%20-%2019%20%E0%B9%80%E0%B8%A1%E0%B8%B7%E0%B9%88%E0%B8%AD%2030%20%E0%B8%A1%E0%B8%B4.%E0%B8%A2.%2064%20%E0%B8%81%E0%B8%A3%E0%B8%A1%E0%B8%97%E0%B8%AB%E0%B8%B2%E0%B8%A3%E0%B8%A3%E0%B8%B2%E0%B8%9A%E0%B8%97%E0%B8%B5%E0%B9%88%2023%20%E0%B8%8B%E0%B8%B1%E0%B8%81%E0%B8%8B%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%82%E0%B8%B1%E0%B9%89%E0%B8%99%E0%B8%95%E0%B8%AD%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%97%E0%B8%AB%E0%B8%B2%E0%B8%A3%E0%B9%83%E0%B8%AB%E0%B8%A1%E0%B9%88%201%2F64
[2] https://harianpelitanews.id/uptd-puskesmas-tegalgubug-gelar-vaksinasi-covid-19-di-desa-karangsambung/Juni
[2] https://www.rudebees.com.ng/nigeria-prepares-for-covid-19-third-wave/
[2] https://www.study.sydney/news/news/covid-19-international-student-welfare-support#.YNxTljSp2qA.twitter
[2] https://www.facebook.com/watch/?v=228933429077525&extid=NS-UNK-UNK-UNK-UNK_GK0T-GK1C
[2] https://public.wmo.int/en/events/meetings/first-wmo-covid-19-task-team-roundtable-compound-climate-hazards-and-covid-19-online
[1] https://mazo4f.com/gobierno-de-aragua-continua-segunda-fase-del-plan-masivo-de-vacunacion-contra-el-covid-19
[1] https://bit.ly/3jwyYRm

Top URLs in Tweet in G7:
[20] https://news.sky.com/story/covid-19-nearly-2000-cases-linked-to-scotland-fans-watching-euro-2020-games-12345619
[11] https://news.sky.com/story/covid-19-end-of-school-bubble-system-to-be-announced-in-next-stage-of-englands-coronavirus-roadmap-12345627
[5] https://www.gelora.co/2021/07/hasil-tracing-asn-900-pegawai-pemkot.html
[3] https://news.detik.com/berita/d-5625844/alert-ranjang-isolasi-covid-19-di-dki-terisi-94-icu-92?utm_content=detikcom&utm_term=echobox&utm_medium=oa&utm_campaign=detikcomsocmed&utm_source=Twitter#Echobox=1625042513-1
[3] https://news.sky.com/story/covid-19-weekly-coronavirus-cases-in-england-hit-their-highest-level-since-mid-february-12346317
[3] http://toi.in/micron/redirect.html?str=7A90ja
[2] https://inews.co.uk/news/technology/tiktok-fake-covid-positive-test-schools-1079693
[2] https://www.gelora.co/2021/07/beredar-pengakuan-nakes-kota-batu.html
[2] https://www.gelora.co/2021/06/jokowi-salahkan-mobilitas-saat-lebaran.html
[2] https://www.gelora.co/2021/07/jokowi-ngaku-tidak-pernah-sarapan-sejak.html

Top URLs in Tweet in G8:
[7] https://www.vtv.gob.ve/cuba-inicia-ensayos-vacuna-soberana-contra-covid-19-ninos-11-anos/
[2] https://mazo4f.com/brasil-registro-2801-nuevas-muertes-por-covid-19-y-mas-de-43-mil-contagios
[2] https://mazo4f.com/este-martes-colombia-registro-25880-nuevos-casos-de-covid-19
[2] https://mazo4f.com/venezuela-reporto-1033-contagios-de-covid-19-y-18-fallecidos
[2] http://www.psuv.org.ve/temas/noticias/pacientes-recuperados-por-covid-19-mundo-llegan-a-166-825-249-personas/
[2] http://www.psuv.org.ve/portada/bolivia-recibira-1-millon-vacunas-contra-covid-19-a-traves-mecanismo-covax/
[2] https://noticialdia.com/2021/06/mas-de-ocho-mil-muertes-registradas-en-el-mundo-por-covid-19-este-miercoles/
[1] https://mazo4f.com/gobierno-de-aragua-continua-segunda-fase-del-plan-masivo-de-vacunacion-contra-el-covid-19
[1] https://www.vtv.gob.ve/dia-472-lucha-contra-la-covid-19-venezuela-30062021/
[1] http://mpps.gob.ve

Top URLs in Tweet in G9:
[3] https://www.bernama.com/bm/dunia/news.php?id=1977580#.YNxfickS7L4.twitter
[2] https://pkrcmaeps.gov.my/
[1] https://twitter.com/NewsBFM/status/1410499633709600773
[1] https://twitter.com/NewsBFM/status/1405693495617089536
[1] https://twitter.com/kkmm_gov/status/1409788737878331392
[1] https://www.sinarharian.com.my/article/147536/BERITA/Nasional/Buka-masjid-surau-pulihkan-kesihatan-mental-rakyat-Mufti
[1] https://www.sinarharian.com.my/article/147314/KHAS/Covid-19/Kerajaan-timbang-semula-beri-vaksin-Pfizer-kepada-remaja
[1] https://www.astroawani.com/berita-malaysia/cadang-kilang-ada-kes-covid-19-tutup-14-hari-aminuddin-501awani-305965
[1] https://www.malaysianow.com/news/2021/06/30/only-mild-symptoms-in-vaccinated-staff-who-catch-covid-19-says-health-minister/
[1] https://www.malaysianow.com/news/2021/06/29/several-pj-neighbourhoods-placed-under-emco/

Top URLs in Tweet in G10:
[1] https://www.reuters.com/world/asia-pacific/skorea-secure-more-mrna-vaccines-covid-19-booster-shot-2021-06-29/
[1] https://thematter.co/quick-bite/covid-19-in-june/147514
[1] https://bit.ly/3vYClTv
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fthematterco%2Fposts%2F2925494807665902
[1] https://thematter.co/brief/147472/147472

Top Domains
Top Domains in Tweet in Entire Graph:
[215] twitter.com
[84] co.uk
[79] bit.ly
[75] com.br
[70] reuters.com
[70] sky.com
[50] trib.al
[44] youtube.com
[39] google.com
[35] kompas.tv

Top Domains in Tweet in G1:
[73] twitter.com
[40] com.br
[19] walgreens.com
[16] sky.com
[15] youtube.com
[12] co.uk
[11] google.com
[10] theepochtimes.com
[8] globo.com
[8] wsj.com

Top Domains in Tweet in G2:
[4] mygov.in
[3] co.uk
[3] ndtv.com
[2] twitter.com
[2] indiatoday.in
[2] republicworld.com
[2] publictv.in
[1] bitly.ws
[1] gov.in
[1] amarujala.com

Top Domains in Tweet in G4:
[5] bit.ly
[3] who.int
[3] co.uk
[3] healthdata.org
[2] alhakam.org
[2] alislam.org
[1] elsevierhealth.com
[1] imf.org
[1] nikkei.com
[1] twitter.com

Top Domains in Tweet in G5:
[10] wsj.com
[4] co.uk
[3] trib.al
[1] umn.edu
[1] nih.gov
[1] classicfm.com
[1] twitter.com

Top Domains in Tweet in G6:
[11] facebook.com
[6] time.com
[3] bit.ly
[2] harianpelitanews.id
[2] com.ng
[2] study.sydney
[2] ifrc.org
[2] ti.me
[2] wmo.int
[1] mazo4f.com

Top Domains in Tweet in G7:
[37] sky.com
[15] kompas.com
[13] gelora.co
[11] detik.com
[11] co.id
[3] co.uk
[3] bit.ly
[3] toi.in
[3] kompas.tv
[2] antaranews.com

Top Domains in Tweet in G8:
[12] gob.ve
[7] mazo4f.com
[4] org.ve
[3] noticialdia.com
[2] rt.com
[1] shr.lc
[1] telesurtv.net
[1] bit.ly

Top Domains in Tweet in G9:
[6] twitter.com
[3] com.my
[3] bernama.com
[2] gov.my
[2] malaysianow.com
[1] astroawani.com

Top Domains in Tweet in G10:
[2] thematter.co
[1] reuters.com
[1] bit.ly
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[447] covid19
[205] covid_19
[178] whatshappeninginmyanmar
[121] covid
[98] july1coup
[73] coronavirus
[45] dreadfulcovidamidmilitarycoup
[44] june30coup
[36] doctorsday
[32] fmge



Top Hashtags in Tweet in G1:
[119] whatshappeninginmyanmar
[85] covid19
[75] july1coup
[37] dreadfulcovidamidmilitarycoup
[37] covid_19
[35] june30coup
[34] covid
[27] coronavirus
[17] crimesagainsthumanity
[9] myanmarmilitaryterrorists

Top Hashtags in Tweet in G2:
[32] fmge
[28] doctorsday
[23] covid19
[16] indiafightscorona
[15] fmgereduceto30
[7] nationaldoctorsday
[6] covid19vaccine
[6] largestvaccinedrive
[6] covidvaccine
[6] covid19vaccination

Top Hashtags in Tweet in G4:
[19] covid19
[8] whatshappeninginmyanmar
[7] healthdata
[6] july1coup
[4] covid_19
[4] g20
[3] myanmar
[3] uganda
[2] journalists
[2] coronavirus

Top Hashtags in Tweet in G5:
[2] coronavirus

Top Hashtags in Tweet in G6:
[9] covid19
[5] กองพลทหารราบที่6
[4] กรมทหารราบที่23
[3] ppkmdaruratdemirakyat
[3] whatshappeninginmyanmar
[3] rta
[2] bhwanita
[2] indonesia
[2] psematengappl
[2] ทหารใหม่

Top Hashtags in Tweet in G7:
[2] korantempodigital
[2] korantempo
[2] deddycorbuzier
[2] kartuvaksin
[2] ppkmdarurat
[2] murdoch
[2] morrison
[1] opini
[1] editorial
[1] astrazeneca

Top Hashtags in Tweet in G8:
[16] misiónrobinson18años
[13] 6/29/2021 12:00:00 AM
[11] 1julio
[11] plandevacunación
[9] bolívarllegaacaracas
[8] covid_19
[7] omaralas7
[6] concarabobolapatria
[5] pueblodignoyvictorioso
[5] 6/28/2021 12:00:00 AM

Top Hashtags in Tweet in G9:
[20] lindungdirilindungsemua
[19] menangbersama
[14] covid19
[6] komunikasikita
[5] kitajagakita
[3] iow
[3] fasa1kawalanpergerakan
[3] stayathome
[3] dudukrumah
[3] jaganegarakita

Top Hashtags in Tweet in G10:
[16] ต้องการmrnavaccine

Top Words
Top Words in Tweet in Entire Graph:
[7160] covid
[7027] 19
[554] contra
[548] น
[447] #covid19
[447] vaccine
[438] cases
[427] yang
[408] people
[396] health

Top Words in Tweet in G1:
[1216] covid
[1185] 19
[119] #whatshappeninginmyanmar
[89] cases
[85] #covid19
[83] 2021
[79] contra
[79] क
[75] #july1coup
[73] died

Top Words in Tweet in G2:
[167] 19
[163] covid
[161] doctors
[99] narendramodi
[90] india
[84] day
[84] क
[82] july
[78] pm
[77] national

Top Words in Tweet in G3:
[305] kilang
[242] kata
[154] selangor
[152] punca
[152] utama
[145] sendiri
[145] dari
[143] kkm
[143] akui
[143] 80

Top Words in Tweet in G4:
[60] covid
[50] 19
[19] #covid19
[14] time
[13] world
[12] race
[12] long
[11] countries
[10] today
[10] deaths

Top Words in Tweet in G5:
[141] scotland
[127] covid
[116] 19
[74] cases
[71] 2020
[70] public
[70] health
[70] total
[70] 991
[70] linked

Top Words in Tweet in G6:
[125] 19
[114] covid
[46] อ
[38] ท
[35] ร
[35] บร
[34] น
[32] จ
[32] ด
[32] ดกำล

Top Words in Tweet in G7:
[159] covid
[155] 19
[37] skynews
[30] dana
[26] dan
[26] cases
[22] nearly
[22] 000
[22] scotland
[22] euro

Top Words in Tweet in G8:
[117] 19
[114] covid
[63] contra
[35] sistema
[30] fase
[30] través
[29] casos
[28] vacunación
[27] ii
[25] variante

Top Words in Tweet in G9:
[98] covid
[96] 19
[90] kes
[44] 2021
[39] selangor
[32] jun
[31] negeri
[29] ini
[27] yang
[26] hari

Top Words in Tweet in G10:
[187] น
[119] เกาหล
[119] ใต
[100] คซ
[83] mrna
[71] า
[60] สำหร
[60] เพ
[60] งประเทศ
[60] ป

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6657] covid,19
[462] contra,covid
[219] 19,vaccine
[209] คซ,น
[193] 19,cases
[184] 19,pandemic
[154] punca,utama
[145] kkm,sendiri
[145] sendiri,akui
[145] akui,80

Top Word Pairs in Tweet in G1:
[1137] covid,19
[72] contra,covid
[70] nld,member
[70] family,died
[70] died,covid
[62] #july1coup,#whatshappeninginmyanmar
[61] junta,terrorists
[61] terrorists,abducted
[61] abducted,nld
[50] june30,junta

Top Word Pairs in Tweet in G2:
[163] covid,19
[76] india,proud
[76] proud,efforts
[76] efforts,doctors
[76] doctors,fighting
[76] fighting,covid
[76] 19,1st
[76] 1st,july
[76] july,marked
[76] marked,national

Top Word Pairs in Tweet in G3:
[152] punca,utama
[143] kkm,sendiri
[143] sendiri,akui
[143] akui,80
[143] 80,kluster
[143] kluster,selangor
[143] selangor,adalah
[143] adalah,berpunca
[143] berpunca,dari
[143] dari,kilang

Top Word Pairs in Tweet in G4:
[50] covid,19
[9] still,time
[9] time,save
[9] save,lives
[9] lives,prevent
[9] prevent,long
[9] long,term
[9] term,debilitating
[9] debilitating,effects
[9] effects,covid

Top Word Pairs in Tweet in G5:
[116] covid,19
[72] 19,cases
[70] public,health
[70] health,scotland
[70] scotland,total
[70] total,991
[70] 991,covid
[70] cases,scotland
[70] scotland,linked
[70] linked,fans

Top Word Pairs in Tweet in G6:
[112] covid,19
[28] ดกำล,งพลจ
[25] อ,covid
[24] ดเช,อ
[23] วยโคว,ด
[22] บร,จาคพลาสมา
[22] จาคพลาสมา,ช
[22] ช,วยโคว
[22] ด,ตามนโยบาย
[22] ตามนโยบาย,ทบ

Top Word Pairs in Tweet in G7:
[154] covid,19
[32] skynews,covid
[22] nearly,000
[22] euro,2020
[20] fans,watching
[20] watching,euro
[20] 2020,games
[19] 19,nearly
[19] 000,cases
[19] cases,linked

Top Word Pairs in Tweet in G8:
[114] covid,19
[53] contra,covid
[27] ii,fase
[27] fase,vacunación
[24] plan,ii
[24] vacunación,través
[24] través,sistema
[24] sistema,carnetdlapatria
[24] carnetdlapatria,estará
[24] estará,convocando

Top Word Pairs in Tweet in G9:
[96] covid,19
[28] jun,2021
[26] hari,ini
[19] lebih,500
[19] 500,kes
[19] kes,positif
[19] positif,direkodkan
[19] direkodkan,mentari
[19] mentari,court
[19] court,pj

Top Word Pairs in Tweet in G10:
[119] เกาหล,ใต
[68] คซ,น
[59] ใต,วางแผนซ
[59] วางแผนซ,อว
[59] อว,คซ
[59] น,mrna
[59] mrna,สำหร
[59] สำหร,บป
[59] บป,หน
[59] หน,า

Top Replied-To
Top Replied-To in Entire Graph:
@kenroth
@lopezobrador_
@myogiadityanath
@nogsariemarais
@secmayorkas
@tempodotco
@mohfw_india
@jamesduddridge
@diebasispartei
@1215_law

Top Replied-To in G1:

Top Replied-To in G2:
@myogiadityanath
@mohfw_india
@rahulgandhi
@indiatoday
@nita_samantaray
@navarashtra
@hemangkbadani
@dreamgirlhema
@rahulkanwal
@aninewsup

Top Replied-To in G4:
@kenroth
@jamesduddridge
@tostevinm
@reaproy
@shafiur
@antonioguterres
@dominicraab
@ukinuganda

Top Replied-To in G6:
@blockelite

Top Replied-To in G7:
@skynews
@p_h_s_official
@theipaper

Top Replied-To in G8:
@digesaludfanb

Top Replied-To in G9:
@jkjavmy

Top Mentioned
Top Mentioned in Entire Graph:
@gang_utara
@wintersoldier7h
@narendramodi
@mrmessenger
@skynewsbreak
@processic
@iaim_ve
@politicsforali
@giulianamorrone
@skynews

Top Mentioned in G1:
@en8dfd1ayzvsr6n
@youhalal
@tiodaes
@lcmb_buildings
@costablancaop
@iamferras
@polsekkertasari
@retweetsmumbai
@jayi_wang

Top Mentioned in G2:
@narendramodi
@terapept
@pmoindia
@cmoguj
@bjp4india
@rashtrapatibhvn
@rahulgandhi
@covidnewsbymib
@mohfw_india
@mygovindia

Top Mentioned in G3:
@gang_utara
@wintersoldier7h
@wqarssifi94
@harizmohd_mkini
@lagacawan
@imnormgoh
@isyrafhzm
@elill_e

Top Mentioned in G4:
@who
@thedailybeast
@worldbank
@imfnews
@kgeorgieva
@liberationstru2
@unesco
@drtedros
@noiweala
@emmanuelmacron

Top Mentioned in G5:
@skynewsbreak
@wsj
@thetimes
@rtenews
@sadiqkhan
@vincentglad
@fergalbowers
@jlsteeg
@globalbiod
@classicfm

Top Mentioned in G6:
@armypr_news
@armyspoke_news
@alainhoupert
@time
@army2pr
@1st_army_area
@ifrc
@infdiv6
@rtarf_pr
@helen_0902

Top Mentioned in G7:
@skynews
@detikcom
@msaid_didu
@korantempo
@geloraco
@kompascom
@theipaper
@rhiannonjudithw
@whazell
@republikaonline

Top Mentioned in G8:
@vtvcanal8
@carnetdlapatria
@mippcivzla
@seniat_oficial
@digesaludfanb
@nicolasmaduro
@insaiveoficial
@omarprietogob
@apeaelamparo
@zuliaseguro

Top Mentioned in G9:
@redzuannewsmpb
@kkmputrajaya
@dghisham
@newsbfm
@501awani
@japenwpkl
@jpenerangan
@kkmm_gov
@mknjpm
@khairykj

Top Mentioned in G10:
@processic
@thematterco

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@ja8yum
@zazoomblog
@jornalistavitor
@mrdjones
@contrapuntovzla
@dolartoday
@ptjasamarga
@threadreaderapp

Top Tweeters in G1:
@zazoomblog
@jornalistavitor
@contrapuntovzla
@ptjasamarga
@infoapuntes
@berkleybearnews
@okezonenews
@laredrevela
@liputan6dotcom
@jcc_news

Top Tweeters in G2:
@independent
@cnbctv18live
@indiatoday
@ndtv
@dna
@jainpankajkasan
@aajtak
@outlookindia
@republic
@amarnath119

Top Tweeters in G3:
@potongkelape
@nabilhussein
@pojiepooh
@zahidjoep
@sykrrhmn07
@bukanmasochism
@tiraaarose_
@njwrose
@intanliyyana
@hwaiting

Top Tweeters in G4:
@cotey_mary
@thedailybeast
@ptiofficial
@angierrv
@japantimes
@22mdolivier23
@flecks123
@starsandstripes
@dzanet6666
@one_piusjadwar

Top Tweeters in G5:
@monty_chadha
@jules_clarke
@ana_captures
@wsj
@polluxeblog
@brexitclock
@iamhamesh
@teddyd66
@mushymelbowhead
@thetimes

Top Tweeters in G6:
@httweets
@carreon3_emma
@bharianmy
@helen_0902
@time
@kabarklaten
@corona_ssyt
@farahdjafar
@angelwolf71885
@sylviegagne4

Top Tweeters in G7:
@mrdjones
@kompascom
@detikcom
@republikaonline
@moonbootica
@sindonews
@antaranews
@korantempo
@fearless_taisho
@skynews

Top Tweeters in G8:
@conelmazodando
@telesurtv
@vtvcanal8
@noticiaaldia
@actualidadrt
@partidopsuv
@hurtadonorlix
@lilidiaz8
@aescalan2000
@mippcivzla

Top Tweeters in G9:
@sinaronline
@rameshraoaks
@501awani
@bernamadotcom
@rtm_malaysia
@yvyvivy
@nazmimdnasir
@lavenderkiss
@sitifetiemah
@buletintv3

Top Tweeters in G10:
@ao_dew
@cxbbaek
@dtn_cyyj
@itsmeauuu
@alwaysexo408
@xhvgxjk
@fah_petal32
@satang_pw
@bbxppp
@pstanncs


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