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COVID-19_2021-07-06_00-00-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 06, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/2UvaEEJ
@redzuannewsmpb
@gang_utara
@nratqaa
@nampunllsprite
@corona_ssyt
@cneroflife
@pmbrutiketmurah
@wintersoldier7h
@mkini_bm
@luffy2597

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

Description:
Description
The graph represents a network of 10,082 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 Tuesday, 06 July 2021 at 07:20 UTC.

The requested start date was Monday, 05 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 3-day, 0-hour, 4-minute period from Thursday, 01 July 2021 at 12:17 UTC to Sunday, 04 July 2021 at 12:21 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 : 10082
Unique Edges : 4663
Edges With Duplicates : 12810
Total Edges : 17473
Number of Edge Types : 5
Retweet : 5820
MentionsInRetweet : 6481
Mentions : 1671
Tweet : 3117
Replies to : 384
Self-Loops : 3154
Reciprocated Vertex Pair Ratio : 0.00557206537890045
Reciprocated Edge Ratio : 0.0110823790173624
Connected Components : 2776
Single-Vertex Connected Components : 919
Maximum Vertices in a Connected Component : 782
Maximum Edges in a Connected Component : 1727
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.545683
Graph Density : 7.99022856343483E-05
Modularity : 0.531616
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 10,082 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 Tuesday, 06 July 2021 at 07:20 UTC.

The requested start date was Monday, 05 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 3-day, 0-hour, 4-minute period from Thursday, 01 July 2021 at 12:17 UTC to Sunday, 04 July 2021 at 12:21 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:
[52] https://www.malaysiakini.com/news/581460
[16] https://www.business-standard.com/article/current-affairs/india-s-covid-19-vaccination-coverage-exceeds-350-million-health-ministry-121070301067_1.html
[16] https://www.reuters.com/world/us/heart-inflammation-after-covid-19-shots-higher-than-expected-study-us-military-2021-06-29/
[15] https://www.businessinsider.com/who-speed-up-covid-19-vaccine-rollout-variants-catch-up-2021-7
[15] https://www.forbes.com/sites/thomasbrewster/2021/07/01/google-sold-millions-in-ai-to-support-the-pentagon-covid-19-recovery/?sh=6a708e123f10&utm_campaign=socialflowForbesMainTwitter&utm_medium=social&utm_source=ForbesMainTwitter
[11] https://dailyexpose.co.uk/2021/07/03/fully-vaccinated-people-have-a-885-higher-chance-of-death-due-to-covid-19-than-people-who-are-unvaccinated-according-to-official-data/
[11] https://www.presidencia.gob.cu/es/noticias/cuba-entre-el-desafio-de-la-covid-19-y-una-cercana-tormenta/
[11] https://petities.nl/petitions/stop-het-vaccineren-van-kinderen-tegen-covid-19
[11] 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
[10] https://twitter.com/MilkTeaMM_MTAM/status/1410498140894019585

Top URLs in Tweet in G1:
[9] https://twitter.com/MilkTeaMM_MTAM/status/1410498140894019585
[5] https://www.wsj.com/articles/some-vaccinated-people-are-dying-of-covid-19-heres-why-scientists-arent-surprised-11625227200
[4] https://www.sciencemag.org/news/2021/07/scientists-quit-journal-board-protesting-grossly-irresponsible-study-claiming-covid-19
[3] https://www.instagram.com/accounts/login/
[3] https://dailyexpose.co.uk/2021/07/03/fully-vaccinated-people-have-a-885-higher-chance-of-death-due-to-covid-19-than-people-who-are-unvaccinated-according-to-official-data/
[3] https://www.businessinsider.com/who-speed-up-covid-19-vaccine-rollout-variants-catch-up-2021-7?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.businessinsider.com/who-speed-up-covid-19-vaccine-rollout-variants-catch-up-2021-7
[3] https://www.diariocontraste.com/2021/07/venezuela-registro-1-190-nuevos-casos-positivos-de-covid-19-para-un-total-de-276-395-contagios/
[3] https://uk.ambafrance.org/COVID-19-rules-for-travel-to-France-and-the-UK
[2] https://www.viladeroses.cat/vacunar-se-de-la-covid-19-a-labs-de-roses-es-rapid-i-senzill/

Top URLs in Tweet in G2:
[1] https://twitter.com/Thaza_Kun/status/1411522354832809985
[1] https://codeblue.galencentre.org/2021/07/02/eu-vaccine-passport-doesnt-recognise-astrazeneca-vaccines-given-to-malaysia/

Top URLs in Tweet in G4:
[2] https://www.mygov.in/covid-19
[2] https://swarajyamag.com/insta/daily-toll-collection-through-fastag-reaches-level-recorded-before-second-covid-19-wave-govt
[2] https://pib.gov.in/PressReleseDetail.aspx?PRID=1732642
[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
[1] https://mygov.in/aarogya-setu-app/
[1] https://www.narendramodi.in/for-g7-news-use-the-first-yt-title-i-gave-today
[1] https://www.abplive.com/news/india/pm-narendra-modi-address-medical-fraternity-live-updates-on-the-occasion-of-national-doctors-day-2021-covid-19-pandemic-1934417/amp?__twitter_impression=true
[1] https://m.thewire.in/article/government/india-covid-19-vaccines-supply-covishield-covaxin-sputnik
[1] http://bitly.ws/?redirect=eXfc
[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 G5:
[1] https://twitter.com/numberx9th/status/1410898326229188611
[1] https://twitter.com/numberx9th/status/1410905324291170304

Top URLs in Tweet in G6:
[1] https://www.astroawani.com/video-malaysia/covid-19-penduduk-pkpd-di-kl-tidak-boleh-keluar-divaksinasi-1911895

Top URLs in Tweet in G7:
[9] https://trib.al/v52Z9ba
[4] https://trib.al/WrQGCmE
[3] 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
[3] https://andina.pe/agencia/noticia-cusco-suspende-fiesta-de-virgen-del-carmen-paucartambo-por-pandemia-covid19-851418.aspx
[2] https://www.tribunnewswiki.com/2021/07/04/profil-jane-shalimar-artis-sekaligus-politikus-yang-meninggal-dunia-karena-covid-19
[2] https://trib.al/zdLCu7C
[2] https://justinmorel.info/2021/07/01/covid-19-lanss-fait-la-mise-a-jour-de-son-protocole-sanitaire/
[2] https://tittlepress.com/covid19/908768/
[2] https://www.organicconsumers.org/news/blistering-backstory-behind-covid-19
[2] https://aloalobahia.com/notas/aos-44-anos-bruno-reis-e-vacinado-contra-a-covid-19

Top URLs in Tweet in G8:
[3] https://www.webmd.com/vaccines/covid-19-vaccine/news/20210629/almost-all-us-covid-19-deaths-now-in-the-unvaccinated
[3] https://med.stanford.edu/news/all-news/2021/07/stanford-study-ties-milder-covid-19-symptoms-to-prior-run-ins-wi.html
[3] https://www.scmp.com/news/china/science/article/3139647/taiwan-postpones-referendums-it-continues-battle-covid-19-surge?utm_term=Autofeed&utm_medium=Social&utm_content=article&utm_source=Twitter#Echobox=1625227297
[2] https://www.consilium.europa.eu/en/policies/coronavirus/eu-digital-covid-certificate/
[2] https://www.washingtonpost.com/politics/2021/06/24/nightmare-scenario-book-excerpt/?utm_source=twitter&utm_medium=acq-nat&utm_campaign=eng-rem-evg&utm_content=politics-trumpcovid
[2] https://www.scmp.com/news/world/article/3139560/jj-says-single-shot-covid-19-vaccine-neutralises-delta-variant-no-need?utm_term=Autofeed&utm_medium=Social&utm_content=article&utm_source=Twitter#Echobox=1625207520
[1] https://cnn.it/3ArwTw8
[1] https://cnn.it/3dANqUs
[1] https://cnn.it/3hcYqts
[1] https://cnn.it/3qRwNti

Top URLs in Tweet in G9:
[11] 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
[3] https://www.kompas.tv/article/189393/studi-oxford-akui-astrazeneca-ampuh-lindungi-dari-covid-19-varian-delta-dan-kappa?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.kompas.tv/article/188613/igd-rumah-sakit-di-yogyakarta-penuh-41-pasien-covid-19-meninggal-di-rumah?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.thejakartapost.com/news/2021/07/02/without-icus-jakarta-doctor-battles-to-help-covid-19-patients.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1625214207
[1] https://www.kompas.tv/article/189563/pemakaman-protokol-covid-19-di-dki-jakarta-naik-10-kali-lipat
[1] https://www.kompas.tv/article/188454/dubes-tantowi-ungkap-3-cara-selandia-baru-berhasil-kendalikan-covid-19
[1] https://www.kompas.tv/article/188902/pantauan-udara-tpu-rorotan-tampung-ribuan-jenazah-korban-covid
[1] https://www.kompas.tv/article/188882/kasus-positif-covid-19-di-indonesia-tembus-24-ribu-rusun-nagrak-diprediksi-penuh-dalam-5-hari?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.kompas.tv/article/189610/eddies-adelia-positif-covid-19-begini-kondisinya?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/kompascom/status/1411574279280369664

Top URLs in Tweet in G10:
[6] https://mazo4f.com/venezuela-registra-1190-contagios-por-covid-19-en-las-ultimas-24-horas-detalles
[3] https://mazo4f.com/brasil-registra-mas-de-523-mil-decesos-por-covid-19-y-se-acerca-a-los-19-millones-de-contagios
[2] https://mazo4f.com/venezuela-reporto-1033-contagios-de-covid-19-y-18-fallecidos
[2] https://mazo4f.com/brasil-registro-2801-nuevas-muertes-por-covid-19-y-mas-de-43-mil-contagios
[2] https://mazo4f.com/diosdado-cabello-pronto-prontico-me-voy-a-poner-la-vacuna-cubana-abdala-contra-el-covid-19
[2] http://www.psuv.org.ve/temas/noticias/portugal-decreta-toque-queda-nocturno-por-avance-covid-19/
[1] https://www.vtv.gob.ve/dia-472-lucha-contra-la-covid-19-venezuela-30062021/
[1] https://www.vtv.gob.ve/dia-473-lucha-contra-la-covid-19-venezuela-301072021/

Top Domains
Top Domains in Tweet in Entire Graph:
[184] twitter.com
[79] co.uk
[63] com.br
[62] bit.ly
[53] malaysiakini.com
[41] reuters.com
[35] youtube.com
[33] trib.al
[32] co.id
[29] nhs.uk

Top Domains in Tweet in G1:
[44] twitter.com
[23] com.br
[11] co.uk
[9] wsj.com
[8] antaranews.com
[7] youtube.com
[6] instagram.com
[6] cnn.com
[6] sciencemag.org
[6] businessinsider.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] galencentre.org

Top Domains in Tweet in G4:
[5] gov.in
[3] mygov.in
[2] swarajyamag.com
[2] amarujala.com
[2] indiatoday.in
[1] narendramodi.in
[1] abplive.com
[1] thewire.in
[1] bitly.ws
[1] indiatimes.com

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[1] astroawani.com

Top Domains in Tweet in G7:
[16] trib.al
[7] granma.cu
[5] andina.pe
[4] twitter.com
[4] gob.pe
[4] cnn.com
[3] tittlepress.com
[3] bit.ly
[3] infobae.com
[3] com.my

Top Domains in Tweet in G8:
[5] scmp.com
[4] cnn.it
[3] webmd.com
[3] stanford.edu
[2] europa.eu
[2] twitter.com
[2] washingtonpost.com
[1] ghionjournal.com
[1] huffpost.com
[1] barrettsportsmedia.com

Top Domains in Tweet in G9:
[21] kompas.tv
[5] twitter.com
[2] thejakartapost.com
[1] youtube.com
[1] antaranews.com
[1] idntimes.com
[1] instagram.com
[1] liputan6.com

Top Domains in Tweet in G10:
[15] mazo4f.com
[2] org.ve
[2] gob.ve

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[329] covid19
[147] covid_19
[102] covid
[90] whatshappeninginmyanmar
[52] july1coup
[50] แปลรักfanmeeting
[43] coronavirus
[42] แปลรักฉันด้วยใจเธอ
[38] lindungdirilindungsemua
[37] menangbersama



Top Hashtags in Tweet in G1:
[61] whatshappeninginmyanmar
[46] covid19
[45] july1coup
[22] covid_19
[17] covid
[14] mask
[14] july4coup
[12] coronavirus
[10] crimesagainsthumanity
[7] kawalppkmdarurat

Top Hashtags in Tweet in G4:
[33] fmge
[27] doctorsday
[17] fmgereduceto30
[12] largestvaccinedrive
[10] covid19
[8] indiafightscorona
[4] covid19vaccine
[4] postponeese2021
[4] covid
[4] noexamincovid

Top Hashtags in Tweet in G5:
[3] ม็อบ2กรกฎา
[2] number_9th
[1] เปิดท้ายวันศุกร์ลุกไล่เผด็จการ
[1] whatshappeninginthailand

Top Hashtags in Tweet in G7:
[9] cuba
[7] covid19
[5] territorioamazonas
[5] juliocaminosdevictorias
[4] 7/1/2021 12:00:00 AM
[4] แปลรักfanmeeting
[4] coronavirus
[4] nationaldoctorsday
[4] แปลรักฉันด้วยใจเธอ
[3] nobajemoslaguardia

Top Hashtags in Tweet in G8:
[4] backtogether
[4] dv2021
[4] dv2020
[3] americabacktogether
[2] covid
[1] vaccine
[1] july1coup
[1] whatshappeninginmyanmar

Top Hashtags in Tweet in G9:
[7] isolasitakberartisendiri
[7] ppkmdaruratlindungikita
[2] jagajakarta
[2] jakartabangkit
[2] jakpost
[1] kompastvnasional
[1] covid_19
[1] ppkmdarurat
[1] vaksindulu
[1] jaki

Top Hashtags in Tweet in G10:
[14] misiónrobinson18años
[8] 7/2/2021 12:00:00 AM
[8] covid
[7] 1julio
[6] covid_19
[6] omaralas7
[4] firmezapatriótica
[4] reporte
[4] defensasoberaníaypaz
[3] pueblodignoyvictorioso

Top Words
Top Words in Tweet in Entire Graph:
[7182] covid
[7009] 19
[806] jenazah
[603] ท
[538] tidak
[493] ต
[485] kes
[470] ke
[466] yang
[463] vaccine

Top Words in Tweet in G1:
[859] covid
[843] 19
[61] #whatshappeninginmyanmar
[49] people
[47] contra
[46] #covid19
[45] #july1coup
[45] delta
[44] dan
[43] terrorists

Top Words in Tweet in G2:
[778] jenazah
[403] covid
[403] 19
[399] tidak
[397] kes
[396] redzuannewsmpb
[391] sop
[390] ke
[389] dibenarkan
[389] dibawa

Top Words in Tweet in G3:
[277] ต
[276] ผ
[276] ป
[276] าย
[276] covid
[276] 19
[276] ท
[276] ไม
[276] ม
[276] รถพยาบาลมาร

Top Words in Tweet in G4:
[127] covid
[108] क
[97] 19
[68] र
[63] म
[52] न
[51] during
[44] त
[40] one
[39] rahulgandhi

Top Words in Tweet in G5:
[332] นธ
[176] covid
[176] 19
[168] เบอร
[168] ท
[166] ห
[166] อออ
[166] แรง
[166] พบเช
[166] อ

Top Words in Tweet in G6:
[202] kilang
[165] kata
[104] selangor
[103] sendiri
[103] dari
[101] kkm
[101] akui
[101] 80
[101] kluster
[101] adalah

Top Words in Tweet in G7:
[153] covid
[150] 19
[41] contra
[23] cnnee
[23] coritiba
[19] presidente
[18] renato
[18] follador
[15] personas
[14] dosis

Top Words in Tweet in G8:
[88] covid
[83] 19
[34] pandemics
[28] cnn
[19] coronavirusnewv
[17] such
[17] 1918
[17] influenza
[17] significantly
[17] affect

Top Words in Tweet in G9:
[79] covid
[78] 19
[41] dan
[28] yang
[27] untuk
[22] pemerintah
[19] jokowi
[18] masyarakat
[18] juli
[18] ppkm

Top Words in Tweet in G10:
[107] 19
[96] covid
[27] contra
[21] alerta
[20] venezuela
[18] vacunación
[17] prevención
[17] casos
[16] mippcivzla
[16] través

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6715] covid,19
[399] 19,namun
[397] berkaitan,covid
[396] dibawa,ke
[396] kematian,berkaitan
[395] kes,kematian
[394] jenazah,tidak
[394] tidak,dibenarkan
[394] dibenarkan,dibawa
[394] ke,rumah

Top Word Pairs in Tweet in G1:
[814] covid,19
[39] nld,member
[39] family,died
[39] died,covid
[38] #july1coup,#whatshappeninginmyanmar
[38] contra,covid
[34] junta,terrorists
[34] terrorists,abducted
[34] abducted,nld
[26] 19,today

Top Word Pairs in Tweet in G2:
[403] covid,19
[389] jenazah,tidak
[389] tidak,dibenarkan
[389] dibenarkan,dibawa
[389] dibawa,ke
[389] ke,rumah
[389] rumah,kerana
[389] kerana,sop
[389] sop,ketat
[389] ketat,kes

Top Word Pairs in Tweet in G3:
[276] ผ,ป
[276] ป,าย
[276] าย,covid
[276] covid,19
[276] 19,ท
[276] ท,ไม
[276] ไม,ม
[276] ม,รถพยาบาลมาร
[276] รถพยาบาลมาร,บให
[276] บให,ต

Top Word Pairs in Tweet in G4:
[91] covid,19
[41] during,covid
[35] one,tweet
[35] tweet,rahulgandhi
[35] rahulgandhi,troll
[35] troll,minister
[35] minister,comes
[35] comes,please
[35] please,mo
[35] mo,shah

Top Word Pairs in Tweet in G5:
[176] covid,19
[166] ห,อออ
[166] อออ,เบอร
[166] เบอร,แรง
[166] แรง,พบเช
[166] พบเช,อ
[166] อ,covid
[166] 19,กลายพ
[166] กลายพ,นธ
[166] นธ,จากสายพ

Top Word Pairs in Tweet in G6:
[101] kkm,sendiri
[101] sendiri,akui
[101] akui,80
[101] 80,kluster
[101] kluster,selangor
[101] selangor,adalah
[101] adalah,berpunca
[101] berpunca,dari
[101] dari,kilang
[101] kilang,macam

Top Word Pairs in Tweet in G7:
[147] covid,19
[30] contra,covid
[18] renato,follador
[12] vacunación,contra
[12] presidente,coritiba
[9] variante,delta
[9] viróloga,hong
[9] hong,kong
[9] kong,desertó
[9] desertó,contar

Top Word Pairs in Tweet in G8:
[81] covid,19
[17] pandemics,such
[17] such,1918
[17] 1918,influenza
[17] influenza,covid
[17] 19,pandemics
[17] pandemics,significantly
[17] significantly,affect
[17] affect,work
[17] work,play

Top Word Pairs in Tweet in G9:
[78] covid,19
[17] ppkm,darurat
[14] kasus,covid
[11] patuh,pada
[11] pada,ketua
[11] ketua,adat
[11] adat,kasus
[11] 19,masyarakat
[11] masyarakat,baduy
[11] baduy,nol

Top Word Pairs in Tweet in G10:
[96] covid,19
[27] contra,covid
[12] variante,brasileña
[12] venezuela,registra
[11] ii,fase
[10] plan,ii
[10] fase,vacunación
[10] vacunación,través
[10] través,sistema
[10] sistema,carnetdlapatria

Top Replied-To
Top Replied-To in Entire Graph:
@secblinken
@samkelemaseko
@cnn
@pippacrerar
@bidhumaskalbar
@dasimmigration
@nowunitedfani
@and_kse
@chrissy_2697
@carvalhoanas1

Top Replied-To in G1:
@yourmirrors

Top Replied-To in G4:
@myogiadityanath
@pmoindia
@thewire_in
@prahladspatel
@punjabgovtindia
@blsanthosh
@nidhitanejaa
@student0p
@reenasr46934516
@ptshrikant

Top Replied-To in G7:
@dezurdateam
@blockelite
@rriverafranco1

Top Replied-To in G8:
@cnn
@secmayorkas
@b52malmet
@remi__malone
@ap
@whitehouse
@ckuck

Top Replied-To in G9:
@cintada16
@lima8satu
@farrel27

Top Replied-To in G10:
@gnbcojedes32
@digesaludfanb

Top Mentioned
Top Mentioned in Entire Graph:
@redzuannewsmpb
@nampunllsprite
@cneroflife
@gang_utara
@pmbrutiketmurah
@wintersoldier7h
@trishgreenhalgh
@aik_arif
@mkini_bm
@thaipbs

Top Mentioned in G1:
@satuacehnews
@jaanojunction
@maggiesaleh8
@poojain50463401
@carlsanders13
@jornadaweb
@stefanantonino
@tribunbanten
@nbsaphiermd

Top Mentioned in G2:
@redzuannewsmpb
@zamirmohyedin
@boosulyn

Top Mentioned in G3:
@nampunllsprite

Top Mentioned in G4:
@rahulgandhi
@srinivasiyc
@narendramodi
@terapept
@mygovindia
@mohfw_india
@pmoindia
@pib_india
@iesjaspalsingh
@n_ramchanderrao

Top Mentioned in G5:
@cneroflife
@sunrise_moonup
@prachatai_en
@nampunllsprite

Top Mentioned in G6:
@gang_utara
@wintersoldier7h
@imnormgoh
@harizmohd_mkini
@isyrafhzm
@redzuannewsmpb

Top Mentioned in G7:
@cnnee
@coritiba
@infobae
@minsa_peru
@nadaobangkok
@granma_digital
@itsinspiring_
@dezurdateam
@ojo_publico
@noticias_tvperu

Top Mentioned in G8:
@cnn
@coronavirusnewv
@potus
@ryanstruyk
@whitehouse
@scmpnews
@uscis
@chucktodd
@bpsmithuk
@washingtonpost

Top Mentioned in G9:
@jokowi
@kompastv
@aniesbaswedan
@adamprabata
@adinda_zahran1
@dkijakarta
@halimiskandarnu
@kemendespdtt
@kemkominfo
@farrel27

Top Mentioned in G10:
@mippcivzla
@carnetdlapatria
@nicolasmaduro
@conelmazodando
@partidopsuv
@vtvcanal8
@insaiveoficial
@omarprietogob
@digesaludfanb
@zuliaseguro

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@tesco
@contrapuntovzla
@dolartoday
@sunoticiero
@temaglobal
@kompascom
@detikcom

Top Tweeters in G1:
@temaglobal
@infoapuntes
@ultratextual
@neoinformes
@marciojmsilva
@inforeportes
@jcc_news
@newsoneplace
@diariocontraste
@noticiasveapp

Top Tweeters in G2:
@watiesam_
@erahsoo
@rynaazaki
@juliethazlyn_
@izzatyhusna_
@farrellfaiz
@afiqahzukri
@firdsridzn
@barleeeeeee
@fateeavi

Top Tweeters in G3:
@jellypeachh
@hermildone
@p1h1a
@saiiiexo
@thisisvmkie
@b6xxp
@bekaribu
@godgodzillaaa
@jane_jvk
@fairyf_loss

Top Tweeters in G4:
@indiatoday
@aajtak
@ani
@rohithiware
@abpnews
@facts_chek
@khushi4justice
@amarujalanews
@pib_india
@ranchikuldeep

Top Tweeters in G5:
@little_vuddy
@f_littlezz
@bearandpeach
@_chxpcy
@_bsmurf
@pitchayapajan
@ycb__laer
@fommy_tp
@crayonpimmie
@memaewmee

Top Tweeters in G6:
@nabilhussein
@nrhdx
@pojiepooh
@sykrrhmn07
@bukanmasochism
@tiraaarose_
@njwrose
@aishah_zddin
@hwaiting
@captaindila

Top Tweeters in G7:
@eldiario
@infobae
@247robby
@mis__notas
@agencia_andina
@bharianmy
@exbulletinuk
@gizlaine2
@bbcmundo
@cnnee

Top Tweeters in G8:
@slimchick1900
@huffpost
@paulpaul49
@nytimes
@foxnews
@washingtonpost
@b52malmet
@cnn
@liliana_drm
@scmpnews

Top Tweeters in G9:
@kompastv
@siskanramdan
@jakpost
@rahung
@alva47831808
@milkeulover
@daeng_info
@dkijakarta
@diditmuhammad
@thewindncloud

Top Tweeters in G10:
@conelmazodando
@vtvcanal8
@partidopsuv
@mppeducacion
@aescalan2000
@mippcivzla
@nancy_cd
@hidrosuroeste
@francis21323829
@rubendel77