COVID-19, Twitter, 12/7/2021 11:45:36 AM, 267825


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COVID-19_2021-12-07_00-00-01.xlsx
COVID-19_2021-12-07_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3y3k0HD
@lateefsaka
@who
@mbele_lnb
@ogbenidipo
@clintzmix
@brucehlomla
@viralvideovlogs
@the_best_man_57
@menuet_morgan
@bfmtv

Top hashtags:
#covid19
#covid_19
#covid
#omicron
#coronavirus
#pfizer
#covidー19
#vaccine
#toquedequeda

Description:
Description
The graph represents a network of 10,464 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, 07 December 2021 at 08:22 UTC.

The requested start date was Tuesday, 07 December 2021 at 01:01 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, 5-minute period from Friday, 03 December 2021 at 12:12 UTC to Monday, 06 December 2021 at 12:17 UTC.

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

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

The graph is directed.

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

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


Author Description


Overall Graph Metrics
Vertices : 10464
Unique Edges : 5292
Edges With Duplicates : 12355
Total Edges : 17647
Number of Edge Types : 5
Mentions : 2187
Retweet : 5531
MentionsInRetweet : 6138
Tweet : 3281
Replies to : 510
Self-Loops : 3377
Reciprocated Vertex Pair Ratio : 0.00543543906268873
Reciprocated Edge Ratio : 0.0108121095627102
Connected Components : 2989
Single-Vertex Connected Components : 1017
Maximum Vertices in a Connected Component : 992
Maximum Edges in a Connected Component : 2132
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.385855
Graph Density : 7.60287963907183E-05
Modularity : 0.542346
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,464 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, 07 December 2021 at 08:22 UTC.

The requested start date was Tuesday, 07 December 2021 at 01:01 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, 5-minute period from Friday, 03 December 2021 at 12:12 UTC to Monday, 06 December 2021 at 12:17 UTC.

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

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

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : COVID-19
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[22] https://www.theepochtimes.com/covid-19-a-pandemic-of-fear-manufactured-by-authorities-yale-epidemiologist_4106244.html?utm_source=News&utm_medium=email&utm_campaign=breaking-2021-12-05-1&est=eJUruzyeTwufU%2Bi7VbBvouUZ85trFLnGxrsXh8jJsfsCK2HrRWGxcDN0I%2BkJTH%2F4CH0%3D
[20] https://www.shropshirestar.com/news/health/coronavirus-covid19/2021/02/06/telford-takes-brunt-of-covid-19-fines/
[19] https://dailycaller.com/2021/12/04/dana-white-covid-19-healed-joe-rogan-advice/
[16] https://brownstone.org/articles/79-research-studies-affirm-naturally-acquired-immunity-to-covid-19-documented-linked-and-quoted/
[16] https://www.gov.uk/government/publications/myocarditis-and-pericarditis-after-covid-19-vaccination/myocarditis-and-pericarditis-after-covid-19-vaccination-guidance-for-healthcare-professionals
[14] https://www.soompi.com/article/1502242wpp/kep1er-to-postpone-debut-after-staff-tests-positive-for-covid-19-members-test-negative
[14] https://www.rakyatpriangan.com/hiburan/pr-1432064208/sembuh-dari-covid-19-lisa-blackpink-siap-jalani-aktivitas-baru
[12] https://fullfact.org/health/economist-vaccination-status/
[11] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary
[11] https://public.tableau.com/views/RapidCOVID-19virology-Mobilefriendly/Summary?%3AshowVizHome=no&%3Aembed=true#2

Top URLs in Tweet in G1:
[6] https://www.theepochtimes.com/covid-19-a-pandemic-of-fear-manufactured-by-authorities-yale-epidemiologist_4106244.html?utm_campaign=socialshare_twitter&utm_source=twitter.com
[4] https://www.instagram.com/accounts/login/
[3] https://twitter.com/i/events/1465265002399502338
[3] https://www.businessinsider.com/15-friends-of-us-omicron-patient-also-have-covid-19-2021-12
[3] https://medpub.io/
[3] https://www.news24.com/
[3] https://news.sky.com/story/covid-19-vaccine-creator-says-next-virus-could-be-more-contagious-and-more-lethal-12488029
[2] https://www.news24.com/news24/southafrica/news/covid-19-gauteng-expected-to-officially-be-in-fourth-wave-on-friday-nicd-20211203
[2] https://www.crossroadstoday.com/5-things-to-know-for-dec-3-covid-19-federal-funding-manchin-immigration-belarus/
[2] https://apnews.com/article/coronavirus-pandemic-joe-biden-business-health-government-spending-d763bcf66f6640dc36ceb42b6e6c314b

Top URLs in Tweet in G3:
[4] https://www.reuters.com/business/retail-consumer/german-covid-19-rules-put-off-shoppers-says-retailer-group-2021-12-05/?taid=61aca9cdc0e0a70001e3d493&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.dailymail.co.uk/health/article-10269241/People-allergic-conditions-including-hay-fever-runny-nose-lower-risk-COVID-19.html?ito=social-twitter_mailonline
[3] https://nation.africa/kenya/news/kenya-lagging-behind-in-covid-19-vaccinations-report-shows-3642550
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/roche-develops-new-test-kits-covid-19-omicron-variant-2021-12-03/?taid=61aa0346ae5a7d000137b5ef&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/us/omicron-covid-19-variant-case-identified-minnesota-2021-12-02/
[2] https://www.reuters.com/world/asia-pacific/covid-19-curbs-chinas-power-indo-pacific-risks-war-significant-report-2021-12-05/?taid=61aca6404c9fd400019fa354&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/asia-pacific/skoreas-covid-19-rules-put-some-vaccinated-foreigners-limbo-2021-12-06/?taid=61ade0524c9fd400019fc375&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.vtv.gob.ve/dia-629-lucha-covid-contagios-04122021/
[2] https://www.vtv.gob.ve/dia-628-lucha-contra-covid-19-venezuela-03122021/
[2] https://www.unwomen.org/en/digital-library/publications/2021/06/covid-19-gender-and-disability-checklist

Top URLs in Tweet in G4:
[3] https://cakapsukan.com/2021/12/05/faisal-dan-khairulazhan-positif-covid-19/
[1] https://www.hmetro.com.my/mutakhir/2021/12/784540/sbp-seri-puteri-ditutup-sementara-143-positif-covid-19
[1] https://www.hmetro.com.my/mutakhir/2021/12/784419/23-warga-sekolah-di-kedah-positif-covid-19
[1] https://twitter.com/whowpro/status/1467025885073133569

Top URLs in Tweet in G5:
[2] https://timesofindia.indiatimes.com/entertainment/hindi/bollywood/news/sushant-singh-rajput-had-invented-a-corona-app-to-detect-covid-19/articleshow/77695080.cms
[2] https://www.businesstoday.in/coronavirus/story/covid-19-india-administers-over-1-crore-vaccine-doses-in-one-day-314448-2021-12-04
[2] https://www.shorturl.at/lASWZ
[1] https://twitter.com/narendramodi/status/1467769808745811971
[1] https://twitter.com/mansukhmandviya/status/1467351665690906626
[1] https://www.outlookindia.com/website/story/india-news-covid-19-24-hours-to-go-for-himachal-pradesh-to-become-the-first-fully-vaccinated-state-in-india/403797
[1] https://pib.gov.in/PressReleasePage.aspx?PRID=1778464
[1] https://twitter.com/blsanthosh/status/1467756981159034883
[1] https://twitter.com/PiyushKaprawan/status/1467827412691996677
[1] http://www.aidmi.org/sub-images/reports/PMGKY%20Inclusion%20Assessment_4-states-Ph-II.pdf

Top URLs in Tweet in G6:
[3] https://thecovidworld.com/florida-hospital-system-with-83000-employees-will-no-longer-require-its-employees-to-be-vaccinated-against-covid-19/
[3] https://www.medonet.pl/koronawirus-pytania-i-odpowiedzi/leczenie-koronawirusa,amantadyna-w-zwalczaniu-covid-19--jest-nowe-badanie-i-nowe-odkrycie,artykul,56851703.html
[2] https://wpolityce.pl/spoleczenstwo/576882-nowe-informacje-ws-omikronu-moze-byc-lagodniejszy
[2] https://wiadomosci.wp.pl/obowiazek-szczepien-na-covid-19-i-grzywny-dla-niezaszczepionych-lewicy-zglasza-projekt-ustawy-6712099711187648a
[1] https://twitter.com/PoliticsForAlI/status/1467764051245686785
[1] https://twitter.com/wtumanowicz/status/1465237364041785345
[1] https://www.rp.pl/zdrowie/art18975761-ministerstwo-zdrowia-wsrod-zmarlych-na-covid-19-1-8-proc-zaszczepionych
[1] https://www.polsatnews.pl/wiadomosc/2021-12-02/potencjal-amantadyny-w-leczeniu-covid-19-doniesienia-czasopisma-naukowego-communications-biology/?ref=aside_najnowsze
[1] https://wiadomosci.wp.pl/posel-powiedzial-kogo-stracil-przez-covid-19-jest-pan-jednym-z-ciezej-doswiadczonych-politykow-6712428616465088a
[1] https://www.researchsquare.com/article/rs-493154/v1

Top URLs in Tweet in G7:
[2] https://trib.al/HL9YnNx
[1] https://trib.al/skCjZKt
[1] https://trib.al/LRxIMlT
[1] https://twitter.com/independent/status/1467818603546243073
[1] https://www.nbcnews.com/news/asian-america/taiwanese-immigrant-who-invented-n95-mask-working-amid-covid-19-n1233777
[1] https://twitter.com/taaforg/status/1466881653762973700
[1] https://www.hhs.gov/about/news/2021/12/03/statement-hhs-secretary-xavier-becerra-release-of-departments-division-level-covid-19-vaccination-data.html
[1] https://jp.wsj.com/articles/covid-19-made-americans-into-super-savers-now-theyre-hoarding-cash--11638496110?st=rmcegrp1cpfon2f&reflink=desktopwebshare_twitter
[1] https://www.cnn.com/2021/12/02/us/nfl-suspensions-covid-protocols/index.html

Top URLs in Tweet in G8:
[6] https://www.leparisien.fr/societe/sante/covid-19-25-cas-domicron-confirmes-en-france-la-vaccination-des-enfants-au-menu-du-conseil-de-defense-sanitaire-prevu-ce-lundi-suivez-notre-direct-06-12-2021-XTYQ55ZHUNBB5DPT25MPAP3LNE.php#xtor=AD-1481423553
[5] https://www.franceinter.fr/societe/covid-19-ce-que-disent-les-indicateurs-avant-le-conseil-sanitaire-de-lundi
[5] https://www.leparisien.fr/societe/covid-19-un-italien-tente-de-se-faire-vacciner-sur-un-faux-bras-en-silicone-03-12-2021-4GXLCPVCWZHRFLCVRS7UV6RP2Q.php#xtor=AD-1481423553
[3] https://www.nouvelobs.com/vaccination-anti-covid-19/20211206.OBS51835/face-a-la-vertigineuse-5e-vague-de-nouvelles-mesures-pourraient-etre-annoncees-ce-lundi.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1638772558
[3] https://www.lci.fr/politique/covid-19-teletravail-vaccination-des-enfants-ces-mesures-qui-pourraient-etre-actees-en-conseil-de-defense-sanitaire-lundi-6-decembre-2021-2203746.html
[2] https://www.francetvinfo.fr/elections/presidentielle/presidentielle-2022-la-cinquieme-vague-de-covid-19-risque-t-elle-de-bouffer-la-campagne_4867889.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/direct-covid-19-nouvelles-mesures-ou-simples-recommandations-suivez-les-annonces-du-gouvernement_4871075.html
[2] https://www.liberation.fr/societe/sante/en-direct-covid-19-retrouvez-les-dernieres-informations-liees-a-la-pandemie-de-coronavirus-20211206_GEKRW2FWV5HJBONJ4NH3GLXNDU/?utm_medium=Social&xtor=CS7-51-&utm_source=Twitter#Echobox=1638779223
[2] https://www.liberation.fr/societe/sante/en-direct-covid-19-retrouvez-les-dernieres-informations-sur-lepidemie-de-coronavirus-20211203_ZUZXNHWGQFAYRBNHGBF5TZDFR4/?utm_medium=Social&xtor=CS7-51-&utm_source=Twitter#Echobox=1638530441
[2] https://www.leparisien.fr/societe/sante/covid-19-les-stations-de-ski-francaises-rouvrent-ce-week-end-avec-le-passe-sanitaire-exige-04-12-2021-WT3BMX2UEBHNJNWFBUIINUYDPY.php?utm_campaign=twitter_partage&utm_medium=social

Top URLs in Tweet in G9:
[3] https://www.tnnthailand.com/news/covid19/98479/
[2] https://www.tnnthailand.com/news/covid19/98581/
[2] https://www.thestar.com/news/city_hall/2021/12/02/omicron-variant-suspected-in-covid-19-outbreak-at-toronto-east-detention-centre.html
[1] https://twitter.com/LADeptHealth/status/1467655911640604678
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fthematterco%2Fposts%2F3069359883279393
[1] https://thematter.co/brief/162063/162063
[1] https://thematter.co/brief/162104/162104
[1] https://www.doctolib.fr/vaccination-covid-19/saran/centre-de-vaccination-covid-19-cap-saran
[1] https://www.tnnthailand.com/news/covid19/98508/
[1] https://www.nzherald.co.nz/world/covid-19-omicron-outbreak-children-hospitalised-with-moderate-to-severe-symptoms/QCNS4VJU3H2WEN3UOJU5PEZXYM/

Top URLs in Tweet in G10:
[1] https://setkab.go.id/presiden-minta-vaksinasi-covid-19-bagi-anak-usia-6-11-tahun-segera-dimulai/
[1] https://twitter.com/irwank2k2/status/1392862371509506048
[1] https://www.halodoc.com/artikel/apakah-azithromycin-mampu-mengobati-covid-19
[1] https://vaersanalysis.info/2021/11/05/vaers-summary-for-covid-19-vaccines-through-10-29-2021/
[1] https://www.ntd.com/fauci-covid-19-hospitalizations-rising-among-vaccinated-people_703626.html

Top Domains
Top Domains in Tweet in Entire Graph:
[207] twitter.com
[87] blogspot.com
[70] com.br
[57] theepochtimes.com
[48] gov.uk
[47] co.uk
[46] reuters.com
[45] trib.al
[45] bit.ly
[44] youtube.com

Top Domains in Tweet in G1:
[53] twitter.com
[25] com.br
[19] elpolitico.com
[14] theepochtimes.com
[11] lemonde.fr
[10] sky.com
[10] co.uk
[8] reuters.com
[8] advisor.news
[7] cnn.com

Top Domains in Tweet in G3:
[15] reuters.com
[7] gob.ve
[6] co.uk
[3] nation.africa
[3] fusernews.com
[2] trib.al
[2] reut.rs
[2] usatoday.com
[2] unwomen.org
[2] facebook.com

Top Domains in Tweet in G4:
[3] cakapsukan.com
[2] com.my
[1] twitter.com

Top Domains in Tweet in G5:
[6] twitter.com
[5] indiatimes.com
[2] businesstoday.in
[2] shorturl.at
[1] outlookindia.com
[1] gov.in
[1] aidmi.org
[1] timesnownews.com

Top Domains in Tweet in G6:
[4] twitter.com
[3] thecovidworld.com
[3] medonet.pl
[3] wp.pl
[3] wpolityce.pl
[2] rp.pl
[1] polsatnews.pl
[1] researchsquare.com
[1] covid19criticalcare.com
[1] forbes.com

Top Domains in Tweet in G7:
[4] trib.al
[2] twitter.com
[1] nbcnews.com
[1] hhs.gov
[1] wsj.com
[1] cnn.com

Top Domains in Tweet in G8:
[14] leparisien.fr
[13] francetvinfo.fr
[10] lci.fr
[8] ouest-france.fr
[7] liberation.fr
[5] franceinter.fr
[5] cnews.fr
[4] nouvelobs.com
[3] bit.ly
[2] bfmtv.com

Top Domains in Tweet in G9:
[6] tnnthailand.com
[2] thematter.co
[2] bit.ly
[2] thestar.com
[1] twitter.com
[1] facebook.com
[1] doctolib.fr
[1] co.nz
[1] cnn.com
[1] who.int

Top Domains in Tweet in G10:
[1] go.id
[1] twitter.com
[1] halodoc.com
[1] vaersanalysis.info
[1] ntd.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[511] covid19
[319] covid_19
[176] covid
[93] omicron
[87] coronavirus
[53] pfizer
[50] covidー19
[44] vaccine
[43] toquedequeda
[43] felizdomingo



Top Hashtags in Tweet in G1:
[70] covid19
[50] covid_19
[28] covid
[18] omicron
[15] coronavirus
[10] matamelacyrilramaphosa
[7] omicronvariant
[6] vaccinesuccess
[5] news
[4] corona

Top Hashtags in Tweet in G2:
[8] neveragain
[4] omicron

Top Hashtags in Tweet in G3:
[27] atención
[9] discapacidadnoesexclusión
[8] juventuddeportivaactiva
[8] vacunasparatodos
[7] enterate
[7] 3dic
[6] 05dic
[6] 5dic
[6] covid19
[6] entérate

Top Hashtags in Tweet in G4:
[2] alorsetar
[2] putrajaya
[1] affsuzukicup2021
[1] supportlocalfootball
[1] affsuzukicup

Top Hashtags in Tweet in G5:
[21] covid19
[14] jeeadvancedforall
[4] extraattemptforall
[4] omicron
[3] coronavirus
[3] covid
[3] covidvaccine
[2] jeeadvancedforall2020
[2] himachal
[2] vaccination

Top Hashtags in Tweet in G6:
[2] omikronvariante
[2] konfederacja
[2] covid19
[2] stopcovid
[2] szczepimysię
[2] pilne

Top Hashtags in Tweet in G7:
[2] オミクロン株
[2] 新型コロナウイルス
[2] 変異株
[2] taiwaneseamerican
[2] n95
[1] covid19
[1] aapi
[1] demvoice1

Top Hashtags in Tweet in G8:
[38] covid19
[16] monde
[16] covid
[6] vaccin
[5] coronavirus
[5] omicron
[4] vaccination
[2] karinelacombe
[2] vaccinés
[2] 5emevague

Top Hashtags in Tweet in G9:
[13] covid19
[8] omicron
[4] covid_19
[3] โควิด19
[3] โควิดวันนี้
[3] โควิด
[3] tnn
[3] tnnthailand
[3] tnnช่อง16
[3] tnnonline

Top Hashtags in Tweet in G10:
[1] sidangkabinet
[1] stoppaksavaksin

Top Words
Top Words in Tweet in Entire Graph:
[7305] covid
[6871] 19
[526] omicron
[510] #covid19
[467] vaccine
[452] people
[440] african
[380] re
[374] 2021
[360] more

Top Words in Tweet in G1:
[957] covid
[952] 19
[75] omicron
[70] #covid19
[61] cases
[56] 2021
[54] contra
[52] variant
[50] #covid_19
[50] health

Top Words in Tweet in G2:
[479] covid
[479] 19
[348] african
[313] re
[313] brand
[313] issue
[313] happening
[313] front
[313] eyes
[312] lateefsaka

Top Words in Tweet in G3:
[172] covid
[170] 19
[48] newspaper
[45] reuters
[45] virus
[42] africa
[38] rheinpfalz
[38] venezuela
[38] daddyhope
[37] germany

Top Words in Tweet in G4:
[185] covid
[185] 19
[147] dan
[120] positif
[111] dua
[69] pemain
[68] pelajar
[67] madrasah
[67] daripada
[67] prn

Top Words in Tweet in G5:
[73] 19
[71] covid
[53] another
[44] population
[41] क
[40] eligible
[37] india
[35] milestone
[28] narendramodi
[28] important

Top Words in Tweet in G6:
[112] covid
[110] 19
[52] szczepienia
[42] przeciw
[37] że
[36] obowiązkowe
[36] jak
[35] nie
[34] __lewica
[34] być

Top Words in Tweet in G7:
[121] covid
[117] 19
[61] over
[55] people
[40] school
[39] schools
[38] complained
[38] closings
[38] 60
[38] currently

Top Words in Tweet in G8:
[108] covid
[103] 19
[41] non
[38] #covid19
[35] franceinfo
[32] sont
[29] plus
[28] vaccinés
[26] sanitaire
[25] ce

Top Words in Tweet in G9:
[23] covid
[21] 19
[18] ต
[15] ดเช
[13] #covid19
[13] more
[12] vaccination
[12] #โคว
[8] centre
[8] #omicron

Top Words in Tweet in G10:
[8] menkominfo
[7] covid
[6] 19
[6] vaksin
[5] daerah
[4] platejohnny
[4] pemerintah
[3] kasus
[3] 21
[3] lebih

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6683] covid,19
[372] 19,african
[317] re,brand
[317] brand,covid
[317] african,issue
[317] issue,happening
[317] happening,front
[317] front,eyes
[314] lateefsaka,re
[280] contra,covid

Top Word Pairs in Tweet in G1:
[918] covid,19
[49] contra,covid
[32] omicron,variant
[27] 19,pandemic
[26] 19,vaccine
[23] 19,cases
[17] 19,vaccination
[17] #covid,19
[15] casos,covid
[13] 12,2021

Top Word Pairs in Tweet in G2:
[479] covid,19
[320] 19,african
[313] re,brand
[313] brand,covid
[313] african,issue
[313] issue,happening
[313] happening,front
[313] front,eyes
[312] lateefsaka,re
[58] during,covid

Top Word Pairs in Tweet in G3:
[169] covid,19
[37] germany,newspaper
[37] newspaper,rheinpfalz
[37] rheinpfalz,headline
[37] headline,virus
[36] virus,africa
[35] left,germany
[35] africa,right
[35] right,spanish
[33] contra,covid

Top Word Pairs in Tweet in G4:
[185] covid,19
[117] positif,covid
[66] 41,pelajar
[66] pelajar,dan
[66] dan,guru
[66] guru,dua
[66] dua,madrasah
[66] madrasah,positif
[66] 19,kluster
[66] kluster,pulau

Top Word Pairs in Tweet in G5:
[69] covid,19
[40] eligible,population
[19] another,milestone
[19] first,dose
[18] population,inoculated
[18] vaccination,drive
[17] another,day
[17] day,another
[17] milestone,eligible
[17] inoculated,first

Top Word Pairs in Tweet in G6:
[110] covid,19
[40] przeciw,covid
[26] powinny,być
[26] być,obowiązkowe
[22] 19,polsce
[22] szczepienia,przeciw
[19] czy,uważa
[19] uważa,pan
[19] pan,pani
[19] pani,że

Top Word Pairs in Tweet in G7:
[117] covid,19
[38] people,complained
[38] complained,school
[38] school,closings
[38] closings,covid
[38] 19,over
[38] over,60
[38] 60,schools
[38] schools,currently
[38] currently,closed

Top Word Pairs in Tweet in G8:
[103] covid,19
[28] non,vaccinés
[24] franceinfo,covid
[16] conseil,défense
[16] 19,plus
[16] plus,millions
[16] millions,personnes
[16] personnes,#monde
[16] #monde,sont
[16] sont,décédées

Top Word Pairs in Tweet in G9:
[21] covid,19
[12] ต,ดเช
[6] ดเช,อ
[6] ดว,นน
[5] #โคว,ด
[4] due,covid
[4] ดร,แอนโทน
[4] แอนโทน,เฟาซ
[4] เฟาซ,แพทย
[4] แพทย,ผ

Top Word Pairs in Tweet in G10:
[6] covid,19
[4] menkominfo,platejohnny
[3] kasus,covid
[3] 21,daerah
[3] vaksin,covid
[3] shaci117,__anomali__
[3] __anomali__,antonstefanus_
[3] antonstefanus_,painkiller819
[3] painkiller819,batukepla
[3] batukepla,bapontar_

Top Replied-To
Top Replied-To in Entire Graph:
@kennethjking
@jero_nom_fuck
@iagovernor
@ronfilipkowski
@poweredby_azure
@barkypoptart
@conflitsfrance
@cdechavanne
@sophontrack
@lacombekarine1

Top Replied-To in G2:
@jacmolvie
@imohumoren

Top Replied-To in G3:
@telegraph
@serianggerik
@daddyhope
@presofpakistan

Top Replied-To in G5:
@piyushgoyal

Top Replied-To in G6:
@polamatysiak
@ewelinaevela
@martimar123456
@kurskipl
@janusz_swiech
@wlodekczarzasty
@wpolityce_pl
@tvp_info
@dominikacosic
@az26988970

Top Replied-To in G7:
@joncoopertweets

Top Replied-To in G8:
@conflitsfrance
@cnews
@falgmm
@vilaindoudou
@anned89568338
@franceinfo
@sardaukar_team

Top Replied-To in G9:
@kelvinossai
@who
@universalmaski2
@joshuacagar

Top Replied-To in G10:
@rajaguguk14
@shaci117
@stopplandemit

Top Mentioned
Top Mentioned in Entire Graph:
@lateefsaka
@redzuannewsmpb
@reuters
@zulhelmizainal1
@docamine_
@traselvalle_obc
@jjaranaz94
@prisonplanet
@davidhundeyin
@rheinpfalz

Top Mentioned in G1:
@melkirish
@actiontime
@crageshri
@scattermae777m
@vesilegunes86
@commonframework
@dazult_pdempsey
@mindfulmajority
@brianne14437909
@rayoven

Top Mentioned in G2:
@lateefsaka
@davidhundeyin
@imohumoren
@advsola
@ashindestad
@aproko_doctor
@cchukudebelu
@aishayesufu
@illustrious_cee
@olawalesmd

Top Mentioned in G3:
@reuters
@rheinpfalz
@daddyhope
@vtvcanal8
@nicolasmaduro
@un
@somosrmnoticias
@okparannajiaku
@mailonline
@vidabellav

Top Mentioned in G4:
@redzuannewsmpb
@zulhelmizainal1
@harimaumalaya7
@avineshw90
@marchfoward
@xaviernaxa
@sykrhzlkfly
@kkmputrajaya
@khairykj
@hmetromy

Top Mentioned in G5:
@narendramodi
@mansukhmandviya
@pmoindia
@jairamthakurbjp
@dpradhanbjp
@iitbombay
@anubha1812
@pti_news
@piyushgoyal
@nidhitanejaa

Top Mentioned in G6:
@__lewica
@chopantoni1
@tygodnikwprost
@konfederacja_
@polamatysiak
@piotr_schramm
@akwietniewska
@a_niedzielski
@karolprillwitz
@agabak

Top Mentioned in G7:
@emzorbit
@joncoopertweets
@imspeaking13
@kamalaharris
@nbcnews
@hhsgov
@wsjjapan
@whitehouse
@ashleyrparker
@jdawsey1

Top Mentioned in G8:
@franceinfo
@conflitsfrance
@le_parisien
@gkierzek
@eric_vds
@cnews
@libe
@lci
@ouestfrance
@the_best_man_57

Top Mentioned in G9:
@who
@cdcgov
@thematterco
@capsaran
@drericding
@meganranney
@jljcolorado
@villesaran
@tnnthailand
@kelvinossai

Top Mentioned in G10:
@platejohnny
@fahiraidris
@__anomali__
@antonstefanus_
@painkiller819
@batukepla
@bapontar_
@kopiulubelu
@jokosurono23121
@luis_vtj

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@ja8yum
@infoitinterno
@tomthunkitsmind
@threadreaderapp
@kayemenner
@ptjasamarga
@kompascom

Top Tweeters in G1:
@elnacionalweb
@infoitinterno
@ptjasamarga
@republikaonline
@afropages
@titrespresse
@andyvermaut
@moonbootica
@elpoliticonews
@betfastcom

Top Tweeters in G2:
@advsola
@005e5n
@postinortwo
@getmebayo
@mwirigi
@nigelbigmeech
@thee_maveric
@nrs_xquizite
@okulo_jnr
@cchukudebelu

Top Tweeters in G3:
@world_news_eng
@telesurtv
@vtvcanal8
@themseries1
@reuters
@actualidadrt
@venezolanocomum
@pink1963dsw
@ntvkenya
@candanganoticia

Top Tweeters in G4:
@pidutdin
@nizamarchibald
@nikasyrvf
@afis_farisxxvii
@yusurisan
@rtm_malaysia
@tuya_yong
@hmetromy
@h4fiss
@mahathiralhadi

Top Tweeters in G5:
@timesnow
@1stindianews
@aajtak
@prashantarchu
@economictimes
@ani
@khushi4justice
@justice78602373
@lalithkris
@pib_india

Top Tweeters in G6:
@anakreontyk
@radcaw
@violanewyork
@tvn24
@zenjk0
@tvp_info
@boguslawa21
@autolikos1
@bartek2lp2
@tygodnikwprost

Top Tweeters in G7:
@lechatnoire4
@awelab1956
@mijomojo1
@danskinnerart
@riskalert
@shirleydebalsi
@123_talent
@jojogogo
@nbcnews
@joncoopertweets

Top Tweeters in G8:
@the_best_man_57
@le_parisien
@macjuanma
@sommelier50
@ouestfrance
@fabien_fichaux
@jejeparis
@eric_vds
@bourganne
@franceinfo

Top Tweeters in G9:
@snailtinyb
@viralvideovlogs
@marthalynneowe1
@wusa9
@doritmi
@tnnthailand
@peebsy0
@strackekey
@lauramiers
@nit28514874

Top Tweeters in G10:
@fahiraidris
@irwank2k2
@__anomali__
@bangpitung_ajw
@erteyoyo
@almagentia369
@jokosurono23121
@setkabgoid
@stopplandemit
@kemenkesri