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COVID_2021-07-07_00-32-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2021
Short Description:
COVID via NodeXL https://bit.ly/3ytiKg0
@sajidjavid
@bbcnews
@etxberria55
@longcovidkids
@borisjohnson
@timexcluded
@nandorero05
@chrischirp
@detikcom
@lawrencewolfex1

Top hashtags:
#covid19
#whatshappeninginmyanmar
#covid
#dreadfulcovidamidmilitarycoup
#july6coup

Description:
Description
The graph represents a network of 11,638 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 July 2021 at 07:48 UTC.

The requested start date was Wednesday, 07 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, 1-minute period from Sunday, 04 July 2021 at 12:20 UTC to Tuesday, 06 July 2021 at 12:22 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 : 11638
Unique Edges : 6496
Edges With Duplicates : 11726
Total Edges : 18222
Number of Edge Types : 5
Retweet : 5283
MentionsInRetweet : 6030
Tweet : 3742
Replies to : 951
Mentions : 2216
Self-Loops : 3794
Reciprocated Vertex Pair Ratio : 0.00421796625626995
Reciprocated Edge Ratio : 0.00840049948915881
Connected Components : 3708
Single-Vertex Connected Components : 1111
Maximum Vertices in a Connected Component : 1043
Maximum Edges in a Connected Component : 2359
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.223455
Graph Density : 6.50439972542262E-05
Modularity : 0.56473
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 11,638 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 July 2021 at 07:48 UTC.

The requested start date was Wednesday, 07 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, 1-minute period from Sunday, 04 July 2021 at 12:20 UTC to Tuesday, 06 July 2021 at 12:22 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
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:
[48] https://babylonbee.com/news/bible-experts-determine-goliath-died-of-covid-19
[16] https://rumble.com/vjf3dh-covid-19-covid-19-is-caused-by-graphene-oxide-20210625.html
[12] https://www.instagram.com/accounts/login/
[11] https://twitter.com/sajidjavid/status/1411588996979900416
[11] https://www.theguardian.com/world/2021/jul/04/uk-scientists-caution-that-lifting-of-covid-rules-is-like-building-variant-factories
[9] https://www.newsweek.com/13-year-old-dies-sleep-after-receiving-pfizer-covid-vaccine-cdc-investigating-1606529
[8] https://trib.al/Ze0HEaw
[8] http://www.granma.cu/cuba-covid-19/2021-07-04/umelisa-sars-cov-2-antigeno-un-sistema-de-diagnostico-100-cubano-04-07-2021-23-07-07
[7] https://www.power987.co.za/featured/sa-detects-new-covid-19-variant-amid-third-wave/
[7] https://www.springboks.rugby/news-features/articles/2021/07/05/springboks-suspend-training-following-positive-covid-test/

Top URLs in Tweet in G1:
[5] https://www.instagram.com/accounts/login/
[5] https://twitter.com/mrattkthu/status/1412319658569465856
[2] https://www.youtube.com/watch?v=nJRQipfWFOA&feature=youtu.be

[2] https://www.bbc.co.uk/news/uk-57710527
[2] http://www.msn.com/en-gb/news/uknews/lockdown-announcement-%e2%80%93-live-johnson-confirms-19-july-end-to-face-masks-as-whitty-warns-of-difficult-winter/ar-AALMheM?ocid=st
[2] https://www.atv.pe/noticia/covid-19-en-peru-vacunacion-para-mayores-de-30-anos-sera-a-partir-de-setiembre
[2] http://www.nuestramerida.com/mascotas-pueden-padecer-covid-19/
[2] https://twitter.com/KenRoth/status/1411902162993549315
[2] https://www.elmundo.es/internacional/2021/07/05/60e2eafbfc6c8342298b4587.html
[2] https://robisearch.com/bulksms3/

Top URLs in Tweet in G2:
[8] https://trib.al/Ze0HEaw
[4] https://www.itv.com/news/2021-07-06/covid-why-boris-johnsons-freedom-day-is-terrifying-for-millions
[4] https://www.thescottishsun.co.uk/news/scottish-news/7352274/scotland-european-covid-hotspots/
[3] https://www.thescottishsun.co.uk/news/scottish-news/7359867/coronavirus-scotland-immunity-covid-capital-jason-leitch/
[3] https://www.theguardian.com/world/2021/jul/04/uk-scientists-caution-that-lifting-of-covid-rules-is-like-building-variant-factories
[3] https://www.express.co.uk/travel/articles/1457617/eu-covid-19-vaccine-passport-chaos-airport-time-increase
[2] https://www.pnas.org/content/117/51/32293
[2] https://plus.maths.org/
[2] https://plus.maths.org/content/epidemic-growth-rate
[2] https://www.thenational.scot/news/19422802.sajid-javid-mocks-scottish-covid-surge-attack-snp-doctor/

Top URLs in Tweet in G3:
[2] https://www.forbes.com/sites/jemimamcevoy/2021/07/01/995-of-people-killed-by-covid-in-last-6-months-were-unvaccinated-data-suggests/
[1] https://www.covid19treatmentguidelines.nih.gov/therapies/antiviral-therapy/ivermectin/

Top URLs in Tweet in G4:
[2] https://twitter.com/i/broadcasts/1PlJQPPpADVGE
[2] https://www.republicworld.com/world-news/rest-of-the-world-news/warren-buffett-predicts-another-pandemic-worse-than-covid-19.html
[2] https://www.ndtv.com/india-news/medical-body-icmr-niced-proposes-research-on-oral-covid-vaccine-2479767
[2] https://www.youtube.com/watch?v=t6o_OlacRc0&feature=youtu.be

[1] http://www.businessworld.in/article/FM-Nirmala-Sitharaman-Shares-India-s-Response-To-Covid-19-With-G-20-Panel-/06-07-2021-395546/
[1] https://economictimes.indiatimes.com/markets/stocks/news/for-a-90-haircut-try-indias-bankruptcy-salon/articleshow/84130490.cms?from=mdr
[1] https://www.timesnownews.com/india/article/people-indulging-in-revenge-travel-second-wave-not-yet-over-warns-health-ministry/781142
[1] https://twitter.com/AyushmanNHA/status/1411666099133841411
[1] https://twitter.com/Yadavji_/status/1412346963635310605
[1] https://www.mygov.in/covid-19

Top URLs in Tweet in G5:
[1] https://twitter.com/syedsaddiq/status/1412012538850512897

Top URLs in Tweet in G6:
[3] https://dmkitwing.in/covid-19-report-analysis.html
[3] https://www.cnnindonesia.com/ekonomi/20210704190046-92-663076/kemenhub-buka-sentra-vaksin-covid-gratis-di-bandara-stasiun?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[3] https://www.cnnindonesia.com/nasional/20210706185311-20-664063/kasus-covid-di-luar-jawa-bali-naik-618-persen-pekan-ini?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[2] https://www.sueddeutsche.de/gesundheit/corona-covid-19-impfung-myokarditis-herzmuskelentzuendung-1.5321909?reduced=true
[2] https://www.tribunnewswiki.com/2021/07/04/profil-jane-shalimar-artis-sekaligus-politikus-yang-meninggal-dunia-karena-covid-19
[2] https://indianinq8.com/3rd-july-2021-kuwait-today-corona-update-iiq8-covid-19/
[2] https://sehatnegeriku.kemkes.go.id/baca/berita-utama/20210702/3238012/orang-dengan-gangguan-jiwa-rentan-terpapar-covid-19/
[2] https://www.beritasatu.com/nasional/796859/tekan-kasus-di-angka-150an-kepulauan-yapen-mulai-vaksinasi-covid19
[2] https://www.cnnindonesia.com/nasional/20210706131522-20-663826/kasus-covid-rekor-ganda-lagi-positif-31189-meninggal-728?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[2] https://www.cnnindonesia.com/gaya-hidup/20210704130709-255-662986/idi-susu-beruang-tak-bisa-obati-covid-19?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed

Top URLs in Tweet in G7:
[4] https://www.politics.co.uk/comment/2021/07/06/johnsons-foolhardy-risk-in-lifting-all-covid-restrictions/
[2] https://news.sky.com/story/covid-news-live-boris-johnson-facemasks-backlash-schools-bubble-isolation-coronavirus-rules-12349015
[1] https://www.gov.uk/government/publications/regulatory-approval-of-covid-19-vaccine-astrazeneca/conditions-of-authorisation-for-covid-19-vaccine-astrazeneca
[1] http://www.politics.co.uk/
[1] https://news.sky.com/story/covid-19-pm-suffers-backlash-over-decision-to-ditch-rules-on-wearing-face-masks-12349608
[1] http://news.sky.com/story/a-huge-singing-and-dancing-party-fans-throw-off-covid-gloom-to-celebrate-englands-euro-2020-win-over-ukraine-12348332?dcmp=snt-sf-twitter
[1] https://news.sky.com/story/covid-news-live-latest-boris-johnson-press-conference-lockdown-restrictions-july-19-12349015
[1] https://www.medrxiv.org/content/10.1101/2021.07.01.21259833v1
[1] https://twitter.com/sailorrooscout/status/1397609834690789386
[1] https://www.mirror.co.uk/news/politics/breaking-covid-bubble-rules-force-24469722

Top URLs in Tweet in G8:
[2] https://twitter.com/AamAadmiParty/status/1412304793532473365
[2] https://medhajnews.in/news/According-to-the-World-Health-Organization-delta-variant-of-covid-found-in-96-countries
[1] https://kathmandupost.com/health/2021/07/05/with-1-745-new-cases-nepal-s-covid-19-tally-reaches-646-367
[1] https://medhajnews.in/news/Guidelines-of-Chief-Minister-Yogi-Adityanath-to-Team-09-constituted-for-Covid-19-management-in-Uttar-Pradesh

Top URLs in Tweet in G9:
[1] https://www.cnnindonesia.com/nasional/20210705173243-20-663477/sistem-zonasi-covid-diubah-rasio-testing-kini-jadi-rujukan
[1] https://urundayacovid.com/
[1] https://kitabisa.com/campaign/urundayacovid?utm_source=socmed_twitterpost_ktbs&utm_medium=post_campaign&utm_campaign=campaign_nonmedis

Top URLs in Tweet in G10:
[48] https://babylonbee.com/news/bible-experts-determine-goliath-died-of-covid-19

Top Domains
Top Domains in Tweet in Entire Graph:
[337] twitter.com
[162] co.uk
[70] theguardian.com
[55] bit.ly
[54] com.br
[48] babylonbee.com
[36] youtube.com
[26] nytimes.com
[25] cnnindonesia.com
[25] trib.al

Top Domains in Tweet in G1:
[93] twitter.com
[29] co.uk
[15] com.br
[12] youtube.com
[12] theguardian.com
[8] msn.com
[6] co.id
[6] instagram.com
[5] com.au
[5] com.ar

Top Domains in Tweet in G2:
[27] co.uk
[22] twitter.com
[12] theguardian.com
[8] trib.al
[6] itv.com
[4] maths.org
[4] thenational.scot
[3] gov.uk
[3] bbc.in
[2] pnas.org

Top Domains in Tweet in G3:
[2] forbes.com
[1] nih.gov

Top Domains in Tweet in G4:
[4] twitter.com
[3] republicworld.com
[2] mygov.in
[2] ndtv.com
[2] youtube.com
[1] businessworld.in
[1] indiatimes.com
[1] timesnownews.com
[1] hindustantimes.com
[1] sfchronicle.com

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

Top Domains in Tweet in G6:
[16] cnnindonesia.com
[8] detik.com
[5] thejakartapost.com
[3] dmkitwing.in
[3] democrazy.id
[3] beritasatu.com
[2] sueddeutsche.de
[2] tribunnewswiki.com
[2] indianinq8.com
[2] go.id

Top Domains in Tweet in G7:
[6] co.uk
[5] sky.com
[2] gov.uk
[2] twitter.com
[1] medrxiv.org
[1] com.au

Top Domains in Tweet in G8:
[3] medhajnews.in
[2] twitter.com
[1] kathmandupost.com

Top Domains in Tweet in G9:
[1] cnnindonesia.com
[1] urundayacovid.com
[1] kitabisa.com

Top Domains in Tweet in G10:
[48] babylonbee.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[243] covid19
[213] whatshappeninginmyanmar
[172] covid
[126] dreadfulcovidamidmilitarycoup
[124] july6coup
[81] covid_19
[70] july5coup
[46] ugandaisbleeding
[45] stopsponsoringouroppression
[32] coronavirus



Top Hashtags in Tweet in G1:
[183] whatshappeninginmyanmar
[113] dreadfulcovidamidmilitarycoup
[111] july6coup
[67] july5coup
[30] covid19
[20] covid
[17] covid_19
[13] coronavirus
[10] covid_48
[8] obatdaribumn

Top Hashtags in Tweet in G2:
[12] covid19
[11] covid
[7] longcovid
[5] toryshambles
[3] coronavirus
[3] wearamask
[3] borisjohnsonout
[2] coviduk
[2] sarscov2
[2] vaccination

Top Hashtags in Tweet in G4:
[12] covid19
[7] covid
[7] largestvaccinedrive
[6] noofflineexamignou
[5] justiceforignou_students
[4] indiafightscorona
[4] unite2fightcorona
[4] piyushgoyal_ji_helpnralp
[4] postponeese2021
[3] postponeneetugtilloctober

Top Hashtags in Tweet in G6:
[4] healthies
[4] korantempodigital
[4] korantempo
[3] tncoronaupdates
[2] ppkmdantetapvaksinasi
[2] rilissehat
[2] covid19vaccine
[2] largestvaccinedrive
[2] foto
[2] bersatulawancovid19

Top Hashtags in Tweet in G7:
[3] sajidjavid
[3] covid19
[3] marr
[2] euro2020
[1] johnsonvariant
[1] kayburley
[1] vaccineswork
[1] wato

Top Hashtags in Tweet in G8:
[10] kejriwalcares
[4] covid19
[2] covid
[2] nationaldoctorsday
[1] cancelallexams
[1] go_imran_go
[1] vaccineequity
[1] cowin
[1] deltavariant
[1] who

Top Words
Top Words in Tweet in Entire Graph:
[8308] covid
[3020] 19
[683] people
[466] dan
[456] vaccine
[449] yang
[419] ini
[408] more
[390] yg
[364] cases

Top Words in Tweet in G1:
[1081] covid
[520] 19
[183] #whatshappeninginmyanmar
[132] residents
[131] dictatorship
[125] people
[115] strike
[113] staged
[113] #dreadfulcovidamidmilitarycoup
[111] #july6coup

Top Words in Tweet in G2:
[378] covid
[72] people
[71] government
[70] long
[69] sajidjavid
[59] more
[59] cases
[49] 000
[43] children
[39] doctor_oxford

Top Words in Tweet in G3:
[220] covid
[211] faheemyounus
[165] atau
[68] tidak
[68] ivermectin
[62] orang
[59] permukaan
[58] dan
[56] ruang
[56] ini

Top Words in Tweet in G4:
[96] covid
[38] क
[28] 19
[25] र
[23] narendramodi
[21] ह
[20] pmoindia
[20] न
[19] due
[19] one

Top Words in Tweet in G5:
[156] jenazah
[151] kes
[104] covid
[102] kerana
[97] 19
[89] ke
[79] sop
[78] tidak
[78] dibenarkan
[78] dibawa

Top Words in Tweet in G6:
[141] covid
[84] 19
[76] ini
[48] த
[46] dan
[42] saat
[36] sakit
[27] rumah
[25] dengan
[24] ற

Top Words in Tweet in G7:
[61] covid
[28] health
[17] masks
[16] skynews
[15] politicsforali
[15] sajid
[15] javid
[15] iandunt
[15] labour
[15] isolation

Top Words in Tweet in G8:
[56] covid
[37] र
[35] म
[35] क
[31] 19
[26] arvindkejriwal
[23] त
[22] ह
[19] य
[18] families

Top Words in Tweet in G9:
[46] untuk
[41] ini
[41] mfaizghifari
[41] covid
[40] info
[39] yg
[38] aku
[38] bikin
[38] web
[38] terpusat

Top Words in Tweet in G10:
[48] bible
[48] experts
[48] determine
[48] goliath
[48] died
[48] covid
[48] 19
[47] thebabylonbee

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2894] covid,19
[203] contra,covid
[170] long,covid
[159] positive,covid
[129] covid,cases
[128] 19,vaccine
[119] tested,positive
[95] fully,vaccinated
[90] delta,variant
[89] due,covid

Top Word Pairs in Tweet in G1:
[503] covid,19
[75] #dreadfulcovidamidmilitarycoup,#whatshappeninginmyanmar
[73] #whatshappeninginmyanmar,#july6coup
[68] despite,high
[68] high,prevalence
[68] prevalence,covid
[68] residents,kale
[68] kale,town
[68] against,sac
[68] sac,dictatorship

Top Word Pairs in Tweet in G2:
[61] long,covid
[46] covid,cases
[21] 000,covid
[20] 100,000
[19] learn,live
[19] live,covid
[15] due,covid
[14] covid,19
[13] mail,sunday
[13] herd,immunity

Top Word Pairs in Tweet in G3:
[51] indonesian,friends
[49] faheemyounus,indonesian
[48] friends,milk
[48] milk,vitamins
[48] vitamins,ivermectin
[48] ivermectin,role
[48] role,covid
[48] covid,treatment
[48] treatment,susu
[48] susu,ini

Top Word Pairs in Tweet in G4:
[28] covid,19
[14] due,covid
[9] taking,precautions
[8] indian,civilization
[8] civilization,considers
[8] considers,whole
[8] whole,world
[8] family,pandemic
[8] pandemic,made
[8] made,many

Top Word Pairs in Tweet in G5:
[97] covid,19
[78] jenazah,tidak
[78] tidak,dibenarkan
[78] dibenarkan,dibawa
[78] dibawa,ke
[78] ke,rumah
[78] rumah,kerana
[78] kerana,sop
[78] sop,ketat
[78] ketat,kes

Top Word Pairs in Tweet in G6:
[84] covid,19
[31] saat,ini
[20] ini,kita
[20] kita,jdi
[20] jdi,ditampar
[20] ditampar,betul
[20] betul,dengan
[20] dengan,keadaan
[20] keadaan,sakit
[20] sakit,itu

Top Word Pairs in Tweet in G7:
[15] sajid,javid
[13] labour,little
[13] little,disparate
[13] disparate,statements
[13] statements,masks
[13] masks,financial
[13] financial,help
[13] help,isolation
[13] isolation,etc
[13] etc,welcome

Top Word Pairs in Tweet in G8:
[30] covid,19
[10] 19,pariwar
[10] pariwar,aarthik
[10] aarthik,sahayata
[9] cm,arvindkejriwal
[9] families,lost
[8] व,र
[8] 'mukhyamantri,covid
[7] arvindkejriwal,launches
[7] social,security

Top Word Pairs in Tweet in G9:
[38] ini,aku
[38] aku,bikin
[38] bikin,web
[38] web,terpusat
[38] terpusat,untuk
[38] untuk,crowdsourcing
[38] crowdsourcing,info
[38] info,yg
[38] yg,dpt
[38] dpt,membantu

Top Word Pairs in Tweet in G10:
[48] bible,experts
[48] experts,determine
[48] determine,goliath
[48] goliath,died
[48] died,covid
[48] covid,19
[47] thebabylonbee,bible

Top Replied-To
Top Replied-To in Entire Graph:
@dgfuganda17
@aureliabailly
@sajidjavid
@peston
@kit_yates_maths
@arvindkejriwal
@bbcnews
@bbcpolitics
@bbcbreaking
@syedsaddiq

Top Replied-To in G2:
@sajidjavid
@peston
@bbcnews
@dgurdasani1
@chrischirp
@kit_yates_maths
@doctor_oxford
@ot_skiff
@irenegarth1946
@royfox5705

Top Replied-To in G3:
@faheemyounus

Top Replied-To in G4:
@narendramodi
@yadavji_
@kumarirukshmani
@thejbclasses
@anubha1812
@amitshah
@_pallavighosh
@nidhitanejaa

Top Replied-To in G5:
@syedsaddiq

Top Replied-To in G6:
@democrazymedia
@feierabendbier4
@grobogan_polres
@detikcom
@mawakresna
@evimsofian
@dr_tompi

Top Replied-To in G7:
@dpjhodges
@skynews
@slatterynetwork
@jillbrowton
@kedge23
@samcoatessky
@jimsainsbury
@mikkymo73
@sweetcorn56
@jopsmith25

Top Replied-To in G8:
@arvindkejriwal
@sonusood

Top Mentioned
Top Mentioned in Entire Graph:
@faheemyounus
@redzuannewsmpb
@sajidjavid
@tiuganda1
@thebabylonbee
@dgfuganda17
@haveigotnews
@mfaizghifari
@syedsaddiq
@doctor_oxford

Top Mentioned in G1:
@cafecafeg
@taufiq_pd_dki
@die_buddie
@pr0cessh1dden
@saaiiiooa
@robisearch
@terrasolis17
@cordobahoyes
@10wallstreet
@radiosegovia

Top Mentioned in G2:
@sajidjavid
@doctor_oxford
@bbcnews
@chrischirp
@borisjohnson
@carolinelucas
@susanmichie
@goodlawproject
@nicolasturgeon
@dr2nisreenalwan

Top Mentioned in G3:
@faheemyounus
@nyimasruminah
@irasjafii
@waltonkate
@syedjymalzahiid

Top Mentioned in G4:
@narendramodi
@pmoindia
@mygovindia
@himantabiswa
@finminindia
@drharshvardhan
@incindia
@princearihan
@drrpnishank
@iesjaspalsingh

Top Mentioned in G5:
@redzuannewsmpb
@syedsaddiq
@pmbrutiketmurah
@que_haidar
@nakhoda_ragam19
@aliaanith2

Top Mentioned in G6:
@dr_tompi
@korantempo
@evimsofian
@cnnindonesia
@kemenkesri
@detikcom
@democrazymedia
@dmkthiruchy
@kawalcovid19
@jakpost

Top Mentioned in G7:
@iandunt
@politicsforali
@skynews
@drneilstone
@pippacrerar
@jonashworth
@sailorrooscout
@fact_covid
@dpjhodges
@bbcnews

Top Mentioned in G8:
@arvindkejriwal
@who
@aamaadmiparty
@sonusood
@ktrtrs
@satyendarjain
@myogiadityanath
@mvankerkhove
@actaccelerator
@ministerktr

Top Mentioned in G9:
@mfaizghifari
@ismailfahmi
@jiemiardian
@budigsadikin

Top Mentioned in G10:
@thebabylonbee

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@zazoomblog
@infoitinterno
@tomthunkitsmind
@el_cooperante
@mrdjones
@threadreaderapp
@kompascom
@detikcom
@okezonenews

Top Tweeters in G1:
@zazoomblog
@infoitinterno
@mrdjones
@okezonenews
@marciojmsilva
@prpnews
@jenkers_en
@look987
@toicitiesnews
@dailymirror

Top Tweeters in G2:
@ferguson2811
@bbcnews
@jacqui703
@jeannebartram
@paulrogers002
@hughjaeger
@caroljhedges
@kirkmurphy
@peradventur3
@iloveautumn2

Top Tweeters in G3:
@hgberry
@aln_fandomless
@johnpalitan
@mericahitam
@cayahi
@sakesashimy
@justandhi
@tiasetiawati
@itsfreeyaa
@henry_ogi

Top Tweeters in G4:
@ndtv
@timesnow
@aajtak
@republic
@zeenewsenglish
@news18india
@abpnews
@ndtvfeed
@saadhyudu2011
@laksshyaadvani

Top Tweeters in G5:
@frizzyfazh
@watiesam_
@afiqahzukri
@nurainasyahidaa
@sofiasyahilein
@ahmaddikramm
@izdisyani
@__jheon__
@curseddemon_
@camiliaawani

Top Tweeters in G6:
@detikcom
@beritasatu
@korantempo
@cnnindonesia
@dsagha
@blogdokter
@corona_ssyt
@jakpost
@amaliiazphyr
@afrkml

Top Tweeters in G7:
@magicdmw
@skynews
@beamabeorg
@petuniasforever
@mavetherave99
@betheastwood
@dpjhodges
@indyclacksman
@hillww1
@jeannebatchelde

Top Tweeters in G8:
@cnbctv18live
@mgmnair
@rajivnayan7
@aartic02
@rohini_sgh
@aamaadmiparty
@riturathaur
@beingaapian
@preetismenon
@sardesairajdeep

Top Tweeters in G9:
@meshiin_
@pakhajiceye
@jiemiardian
@elaaakk
@asrilaktosa
@bocahdolan9
@hasta_saputra
@harisas_
@ismailfahmi
@syarfmaward

Top Tweeters in G10:
@lisaannega
@jazzwoman1992
@theextremista
@bataziz666
@sahunt8
@noonehereyet
@gemmatognini
@claudiobprado
@zlop820
@nexusoffire