COVID-19, Twitter, 4/12/2022 1:01:54 PM, 274734


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COVID-19_2022-04-12_00-00-01.xlsx
COVID-19_2022-04-12_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 12, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3rjN4II
@esl_fairy
@abshadowrider
@___ba_le___
@cnn
@cbcnews
@adamlockett34
@saramojtehedz
@jyangstar
@fordnation
@imgrund

Top hashtags:
#covid_19
#covid19
#covid
#10abr
#11abr
#12nisan2022
#erickthohirsolusirakyat
#shanghai
#cuba

Description:
Description
The graph represents a network of 9,582 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, 12 April 2022 at 07:18 UTC.

The requested start date was Tuesday, 12 April 2022 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 4-day, 0-hour, 10-minute period from Thursday, 07 April 2022 at 12:07 UTC to Monday, 11 April 2022 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 : 9582
Unique Edges : 4786
Edges With Duplicates : 12219
Total Edges : 17005
Number of Edge Types : 5
Retweet : 5464
MentionsInRetweet : 6334
Mentions : 1835
Tweet : 2854
Replies to : 518
Self-Loops : 2895
Reciprocated Vertex Pair Ratio : 0.00521350546176763
Reciprocated Edge Ratio : 0.0103729315880464
Connected Components : 2604
Single-Vertex Connected Components : 1008
Maximum Vertices in a Connected Component : 1071
Maximum Edges in a Connected Component : 2467
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.022997
Graph Density : 8.82085667924788E-05
Modularity : 0.536863
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,582 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, 12 April 2022 at 07:18 UTC.

The requested start date was Tuesday, 12 April 2022 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 4-day, 0-hour, 10-minute period from Thursday, 07 April 2022 at 12:07 UTC to Monday, 11 April 2022 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:
[173] https://www.foxnews.com/politics/california-new-york-covid-lockdowns-worst-florida-best-study
[47] https://www.thestar.com/news/investigations/2022/04/10/just-20-of-rapid-tests-went-to-ontarios-covid-19-hot-spots-star-analysis-finds.html
[23] https://www.forbes.com/sites/victoriaforster/2022/04/07/cdc-identifies-covid-19-reinfections-as-little-as-23-days-apart/
[20] https://www.lefigaro.fr/international/covid-19-scholz-echoue-a-faire-voter-une-vaccination-obligatoire-en-allemagne-20220407
[17] https://www.city.niigata.lg.jp/smph/iryo/kenko/yobou_kansen/kansen/covid-19/hasseizyoukyou.html
[16] https://www.ledauphine.com/magazine-sante/2022/04/06/covid-19-l-oms-lance-un-signal-sur-des-pertes-auditives-liees-aux-vaccins
[15] https://www.outlookindia.com/national/pm-modi-says-covid-19-is-not-gone-urges-people-to-not-let-their-guard-down-news-190944
[14] https://www.ntd.com/moderna-recalls-764900-covid-19-vaccine-doses-after-contamination-found_763921.html
[13] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[10] https://news.sky.com/story/covid-19-rescue-dogs-shot-dead-in-australia-over-coronavirus-restrictions-12388537

Top URLs in Tweet in G1:
[17] https://www.foxnews.com/politics/california-new-york-covid-lockdowns-worst-florida-best-study
[10] https://mediaindonesia.com/ekonomi/483755/puan-subsidi-upah-pekerja-dan-bantuan-umkm-harus-tepat-sasaran
[8] https://www.ndtv.com/world-news/sold-everything-to-china-sri-lankan-traders-to-embattled-pm-2864111
[6] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[6] https://www.thestar.com/news/investigations/2022/04/10/just-20-of-rapid-tests-went-to-ontarios-covid-19-hot-spots-star-analysis-finds.html
[5] https://www.outlookindia.com/national/pm-modi-says-covid-19-is-not-gone-urges-people-to-not-let-their-guard-down-news-190944
[5] https://www.cnn.com/2022/04/10/health/covid-19-ventilation-matters-wellness/index.html
[4] https://www.viva.co.id/berita/politik/1463923-puan-bicara-pemulihan-ekonomi-kok-harga-komoditas-dan-bbm-meningkat?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-pourquoi-la-maladie-comporte-des-risques-pour-la-sante-a-long-terme-meme-apres-des-formes-legeres_5067787.html
[4] https://selondonccg.nhs.uk/5-11s

Top URLs in Tweet in G2:
[32] https://www.thestar.com/news/investigations/2022/04/10/just-20-of-rapid-tests-went-to-ontarios-covid-19-hot-spots-star-analysis-finds.html
[8] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19.html
[6] https://www.cbc.ca/news/health/covid-19-decrease-in-data-public-health-briefings-1.6414668?cmp=rss
[3] https://www.publichealthontario.ca/-/media/Documents/nCoV/voc/covid-19-omicron-risk-assessment.pdf?sc_lang=en
[3] https://www.thestar.com/news/investigations/2022/04/10/just-20-of-rapid-tests-went-to-ontarios-covid-19-hot-spots-star-analysis-finds.html?rf&utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=GTA&utm_content=rapidtests&utm_source=twitter&source=torontostar&utm_medium=SocialMedia&utm_campaign=&utm_campaign_id=&utm_content=
[2] https://www.tbdhu.com/news/covid-19-outbreak-declared-at-pioneer-ridge-plaza-2
[2] https://www.cnmng.ca/in-aumento-i-pazienti-covid-nelle-icu-dellontario/language/italian/pelum/22050/
[2] https://toronto.citynews.ca/2022/04/05/ontario-children-covid19-hospital-admissions/
[2] https://www.cbc.ca/news/canada/toronto/ontario-daily-covid-file-saturday-april-9-2022-1.6414633
[2] https://www.cbc.ca/news/canada/kitchener-waterloo/families-to-get-daily-covid-19-reports-from-waterloo-region-district-school-board-1.6413946?cmp=rss

Top URLs in Tweet in G3:
[147] https://www.foxnews.com/politics/california-new-york-covid-lockdowns-worst-florida-best-study
[8] https://newsmax.com/
[2] https://bit.ly/3NRNShG
[1] https://www.foxnews.com/politics/twitter-banned-juanita-broaddrick-over-tweet-challenging-covid-vaccines
[1] https://www.newsmax.com/us/covid-19-peoples-convoy-truckers-mandates/2022/04/10/id/1065140/
[1] https://www.newsmax.com/world/globaltalk/china-covid-shanghai-food/2022/04/10/id/1065066
[1] https://bit.ly/3DTEBBb
[1] https://www.newsmax.com/newsfront/white-house-biden-covid-19-pelosi/2022/04/08/id/1064974/
[1] https://bit.ly/3EemdmV
[1] https://www.newsmax.com/us/covid-19-peoples-convoy-truckers-mandates/2022/04/10/id/1065140/?ns_mail_uid=5ac3c1f9-b507-4123-ac10-6cc098bb6d21&ns_mail_job=DM321300_04112022&s=acs&dkt_nbr=01050284nib1

Top URLs in Tweet in G4:
[1] https://static.guim.co.uk/images/favicon-32x32.ico
[1] https://news.yahoo.com/white-houses-upset-by-media-focus-on-administration-covid-19-cases-rather-than-relief-bill-202831197.html?msclkid=a68f76a8b82c11ec96acfc0ceeb9f980

Top URLs in Tweet in G6:
[4] https://twitter.com/UicCmdt/status/1512373245185605634/photo/1
[3] https://www.vtv.gob.ve/lucha-contra-venezuela-registra-contagios-pacientes-sanados/
[3] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-contagios-suma/
[3] https://twitter.com/2docmdte_y/status/1513456897055248384/photo/1
[3] https://venezuela-news.com/se-registraron-98-nuevos-contagios-a-756-dias/
[2] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-contagios-pacientes-3/
[2] https://www.vtv.gob.ve/dia-754-covid-venezuela-contagios-08042022/
[2] https://bit.ly/3jaICaG
[2] https://fusernews.com/venezuela-registra-48-nuevos-casos-de-contagios-por-covid-19/
[1] https://venezuela-news.com/dia-752-pandemia-venezuela-75-nuevos-casos-y-una-muerte-por-covid/

Top URLs in Tweet in G7:
[4] https://www.publichealthontario.ca/-/media/Documents/nCoV/voc/covid-19-omicron-risk-assessment.pdf?sc_lang=en
[2] https://toronto.citynews.ca/2022/04/05/ontario-children-covid19-hospital-admissions/
[1] https://www.scmp.com/news/hong-kong/health-environment/article/3173759/hong-kong-team-develops-test-long-covid-so
[1] https://www.imgrund.ca/ontario-risk-analysis
[1] https://www.imgrund.ca/global-rt
[1] https://www.thestar.com/news/investigations/2022/04/10/just-20-of-rapid-tests-went-to-ontarios-covid-19-hot-spots-star-analysis-finds.html
[1] https://www.amny.com/lifestyle/covid-19-statistics-infections-spiking-manhattan-ba-2-subvariant/
[1] https://twitter.com/amitrops/status/1512915606575759367
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fpdfs%2Fjournals%2Flandia%2FPIIS2213-8587%2822%2900111-5.pdf&rc=0
[1] https://twitter.com/colindmello/status/1513474254641246209

Top URLs in Tweet in G8:
[8] https://www.thestar.com/news/canada/2022/04/11/coronavirus-covid-19-updates-toronto-canada-april-11.html
[2] https://www.ledevoir.com/societe/sante/696546/coronavirus-des-cas-de-reinfection-rapide-a-la-covid-19-emergent
[1] https://medriva.com/is-this-shanghais-covid-19-tipping-point/#gs.wd8dxu
[1] https://twitter.com/realsexycyborg/status/1512734645384736773
[1] https://finance.yahoo.com/news/us-who-officials-and-experts-sort-of-agree-about-how-covid-19-spreads-165218228.html
[1] https://www.spiegel.de/wissenschaft/medizin/coronavirus-das-unterschaetzte-herzinfarkt-risiko-nach-einer-infektion-a-e1cbba2e-6941-4030-aad6-23a4713f16a2?context=issue&sara_ecid=soci_upd_KsBF0AFjflf0DZCxpPYDCQgO1dEMph
[1] https://twitter.com/bigbaddenis/status/1513033111570817025
[1] https://www.minorityhealth.hhs.gov/nmhm/
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html
[1] https://societycentral.zoom.us/webinar/register/5015918836638/WN_LrLBu-22RDGUMIz0jpse3w

Top URLs in Tweet in G9:
[2] https://www.republicain-lorrain.fr/sante/2022/04/07/covid-19-olivier-veran-annonce-l-ouverture-de-la-quatrieme-dose-aux-plus-de-60-ans
[2] https://www.lemonde.fr/planete/article/2022/04/06/le-demarrage-rate-de-la-pilule-anti-covid-de-pfizer_6120768_3244.html
[2] https://www.sciencesetavenir.fr/sante/covid-shanghai-durcit-son-confinement-des-parents-craignent-des-separations_162665
[2] https://www.sciencesetavenir.fr/sante/covid-19-et-emballement-immunitaire-des-anticorps-a-la-fois-protecteurs-et-complices_162716
[2] https://www.sciencesetavenir.fr/sante/les-complements-de-vitamine-d-ne-protegent-pas-contre-le-covid-19_162647
[2] https://www.sciencesetavenir.fr/sante/covid-19-progression-des-hospitalisations-et-infections_162689
[2] https://www.sciencesetavenir.fr/sante/le-covid-augmente-le-risque-d-hospitalisation-pour-d-autres-maladies_162736
[2] https://www.sciencesetavenir.fr/sante/covid-19-infectes-volontairement-voici-ce-qu-ils-nous-apprennent_162796
[2] https://www.ouest-france.fr/sante/virus/coronavirus/covid-19-l-espagne-supprime-l-obligation-du-port-du-masque-en-interieur-a-partir-du-20-avril-2331b62e-b5b9-11ec-a299-c9106b4183f5
[1] https://bit.ly/3FqpqOS

Top URLs in Tweet in G10:
[3] https://covid19.place/MY/?1649550343
[2] https://www.thestar.com.my/news/nation/2022/04/06/invest-in-quality-ventilation-to-keep-away-covid-19-says-kj#.Yk6rcMN9cGc.twitter
[1] https://elpais.com/especiales/coronavirus-covid-19/how-infected-air-can-flow-from-one-apartment-to-another/
[1] https://www.pmo.gov.my/2022/04/kenyataan-media-berkaitan-tiada-syarat-lengkap-dos-imunisasi-covid-19-untuk-terima-bantuan-khas-kewangan-aidilfitri-2022/
[1] https://www.edisi9.com.my/2022/04/48000-stok-ubat-paxlovid-untuk-rawat-covid-19-tiba-hari-ini/
[1] https://bit.ly/3xigryZ
[1] https://www.thevibes.com/articles/news/58077/recoveries-surpass-new-covid-19-cases-noor-hisham

Top Domains
Top Domains in Tweet in Entire Graph:
[211] twitter.com
[182] foxnews.com
[74] bit.ly
[70] thestar.com
[47] nhs.uk
[42] lg.jp
[38] forbes.com
[36] youtube.com
[34] ctvnews.ca
[34] cbc.ca

Top Domains in Tweet in G1:
[50] twitter.com
[27] nhs.uk
[20] foxnews.com
[16] com.br
[12] bit.ly
[12] mediaindonesia.com
[11] cnn.com
[11] rui.jp
[9] co.uk
[9] gov.uk

Top Domains in Tweet in G2:
[44] thestar.com
[15] cbc.ca
[14] canada.ca
[6] cnmng.ca
[6] ctvnews.ca
[5] twitter.com
[5] tbdhu.com
[4] publichealthontario.ca
[3] citynews.ca
[3] globalnews.ca

Top Domains in Tweet in G3:
[148] foxnews.com
[12] newsmax.com
[4] bit.ly
[1] nypost.com
[1] actionnewsnow.com
[1] publichealthontario.ca
[1] gc.ca

Top Domains in Tweet in G4:
[1] co.uk
[1] yahoo.com

Top Domains in Tweet in G6:
[10] gob.ve
[7] twitter.com
[6] venezuela-news.com
[2] bit.ly
[2] fusernews.com

Top Domains in Tweet in G7:
[4] publichealthontario.ca
[3] twitter.com
[3] ctvnews.ca
[2] imgrund.ca
[2] citynews.ca
[1] scmp.com
[1] thestar.com
[1] amny.com
[1] elsevierhealth.com
[1] thelancet.com

Top Domains in Tweet in G8:
[8] thestar.com
[2] ledevoir.com
[2] twitter.com
[1] medriva.com
[1] yahoo.com
[1] spiegel.de
[1] hhs.gov
[1] cdc.gov
[1] zoom.us
[1] statnews.com

Top Domains in Tweet in G9:
[13] sciencesetavenir.fr
[4] republicain-lorrain.fr
[3] twitter.com
[3] lemonde.fr
[2] abcn.ws
[2] sweden.se
[2] ouest-france.fr
[1] bit.ly
[1] who.int
[1] trib.al

Top Domains in Tweet in G10:
[3] com.my
[3] covid19.place
[1] elpais.com
[1] gov.my
[1] bit.ly
[1] thevibes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[378] covid_19
[308] covid19
[124] covid
[90] 10abr
[81] 11abr
[77] 12nisan2022
[72] erickthohirsolusirakyat
[64] shanghai
[51] cuba
[48] prevención



Top Hashtags in Tweet in G1:
[66] covid19
[61] covid_19
[49] covid
[12] coronavirus
[9] china
[9] shanghai
[7] 10abr
[6] covidvaccine
[6] foxnews
[5] omicron

Top Hashtags in Tweet in G2:
[16] covid19
[12] onted
[11] onpoli
[10] coronavirus
[8] goc
[8] covid_19
[5] ontario
[4] canada
[3] pharma
[3] covidisnotover

Top Hashtags in Tweet in G3:
[2] foxnews
[1] homeschooling
[1] homeschoolers
[1] homeschool
[1] removeron

Top Hashtags in Tweet in G6:
[73] 11abr
[65] 10abr
[41] prevención
[25] gnblara
[23] cuidatusalud
[21] iniciodelasemanamayor
[21] 07abr
[16] venezuela
[15] oms
[14] 7abr

Top Hashtags in Tweet in G7:
[25] longcovid
[3] longcovidkids
[2] onpoli
[2] vaxandride
[2] connecticut
[1] hamont
[1] covid_19
[1] acah2022
[1] covid19
[1] covid

Top Hashtags in Tweet in G8:
[30] covid19
[7] covidisairborne
[2] paxlovid
[2] vaccinemandate
[2] vaccinesideeffects
[2] covid
[1] boostyourcommunity
[1] realtimecovid19

Top Hashtags in Tweet in G9:
[37] covid_19
[25] covid19
[4] covidlong
[4] omicron
[3] jesuiscovidlong
[3] apresj20
[3] aération
[3] france
[3] covidisairborne
[3] bangladesh

Top Hashtags in Tweet in G10:
[8] covid19
[8] lindungdirilindungsemua
[8] menangbersama
[7] japensarawak
[3] pickids
[2] khabardarisarawak
[2] sodiakroks
[2] keluargamalaysia
[2] jabatanpenerangan
[1] kenyataanmedia

Top Words
Top Words in Tweet in Entire Graph:
[6801] covid
[6357] 19
[512] people
[476] more
[454] นน
[447] april
[403] years
[385] vaccine
[378] #covid_19
[359] world

Top Words in Tweet in G1:
[971] covid
[943] 19
[125] î
[89] æ
[72] people
[70] vaccine
[66] #covid19
[61] #covid_19
[59] pandemic
[57] ç

Top Words in Tweet in G2:
[190] ontario
[187] rapid
[134] schools
[117] program
[109] covid
[94] 19
[90] went
[90] test
[88] private
[78] tests

Top Words in Tweet in G3:
[233] covid
[221] 19
[148] foxnews
[148] lockdowns
[148] worst
[148] florida
[148] best
[147] california
[147] york
[147] handled

Top Words in Tweet in G4:
[227] crazy
[227] covid
[227] 19
[223] davidmcswane
[223] tell
[223] story
[223] consumed
[223] years
[223] life
[223] shut

Top Words in Tweet in G5:
[448] นน
[224] ม
[224] นม
[224] อาการต
[224] ดต
[224] วอ
[224] หล
[224] งจากเป
[224] น
[224] covid

Top Words in Tweet in G6:
[187] 19
[182] covid
[100] medidas
[89] recordando
[88] nuestra
[85] debemos
[82] cumplir
[78] deseamos
[73] #11abr
[72] feliz

Top Words in Tweet in G7:
[106] covid
[103] 19
[66] ontario
[39] 000
[38] public
[36] cases
[34] imgrund
[32] kieran
[32] estimated
[32] 100

Top Words in Tweet in G8:
[64] drericding
[50] covid
[48] 19
[44] shanghai
[35] cdcgov
[31] cases
[30] stop
[30] #covid19
[27] april
[26] point

Top Words in Tweet in G9:
[38] covid
[37] #covid_19
[34] 19
[25] #covid19
[23] today
[21] health
[21] emergency
[20] first
[19] committee
[19] time

Top Words in Tweet in G10:
[145] telah
[116] covid
[115] 19
[83] yang
[80] ada
[77] khairykj
[75] kit
[73] ujian
[73] kendiri
[73] mda

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6145] covid,19
[256] 19,vaccine
[236] น,covid
[230] shut,down
[224] ม,นม
[224] นม,อาการต
[224] อาการต,ดต
[224] ดต,วอ
[224] วอ,นน
[224] นน,หล

Top Word Pairs in Tweet in G1:
[896] covid,19
[93] î,î
[50] 19,vaccine
[39] 19,pandemic
[37] contra,covid
[31] puan,maharani
[27] #covid,19
[26] pandemi,covid
[22] 19,lockdowns
[20] california,york

Top Word Pairs in Tweet in G2:
[94] covid,19
[84] ontario,rapid
[81] rapid,test
[74] private,schools
[73] program,went
[73] test,program
[69] rapid,tests
[69] first,10
[69] 10,months
[69] months,ontario

Top Word Pairs in Tweet in G3:
[221] covid,19
[147] california,york
[147] york,handled
[147] handled,covid
[147] 19,lockdowns
[147] lockdowns,worst
[147] worst,florida
[147] florida,best
[147] best,study
[147] study,shows

Top Word Pairs in Tweet in G4:
[227] covid,19
[223] tell,crazy
[223] crazy,story
[223] story,consumed
[223] consumed,years
[223] years,life
[223] life,covid
[223] 19,shut
[223] shut,down
[223] down,world

Top Word Pairs in Tweet in G5:
[224] ม,นม
[224] นม,อาการต
[224] อาการต,ดต
[224] ดต,วอ
[224] วอ,นน
[224] นน,หล
[224] หล,งจากเป
[224] งจากเป,น
[224] น,covid
[224] covid,19

Top Word Pairs in Tweet in G6:
[177] covid,19
[82] debemos,cumplir
[78] recordando,debemos
[72] deseamos,feliz
[71] cumplir,medidas
[48] medidas,bioseguridad
[39] contra,covid
[37] pandemia,covid
[35] bioseguridad,contrarrestar
[34] contrarrestar,pandemia

Top Word Pairs in Tweet in G7:
[102] covid,19
[32] kieran,estimated
[32] estimated,100
[32] 100,000
[32] 000,cases
[32] cases,covid
[32] 19,everyday
[32] everyday,ontario
[32] ontario,single
[32] single,metric

Top Word Pairs in Tweet in G8:
[43] covid,19
[26] âš,breakingâ
[26] breakingâ,cdcgov
[26] cdcgov,allow
[26] allow,infectious
[26] infectious,#covid19
[26] #covid19,cases
[26] cases,fly
[26] fly,stop
[26] stop,such

Top Word Pairs in Tweet in G9:
[34] covid,19
[19] emergency,committee
[18] international,health
[18] health,regulations
[18] regulations,emergency
[18] committee,#covid19
[18] #covid19,reconvenes
[18] reconvenes,today
[18] today,11th
[18] 11th,time

Top Word Pairs in Tweet in G10:
[115] covid,19
[73] kit,ujian
[73] ujian,kendiri
[73] kendiri,covid
[72] 19,yang
[71] saya,telah
[71] telah,menerima
[71] menerima,beberapa
[71] beberapa,aduan
[71] aduan,berkenaan

Top Replied-To
Top Replied-To in Entire Graph:
@sebrazor
@covid_19_ger
@tejasvi_surya
@narendramodi
@foxnews
@karl_lauterbach
@andrewrosesc
@elihuhu2
@nettyf65
@rac1

Top Replied-To in G1:

Top Replied-To in G2:
@fordnation
@colindmello
@jdavis_halton
@jtispoindexter
@hugogc55249061
@ottawadaddy
@meanderingemu

Top Replied-To in G3:
@foxnews
@corrupt_19
@slessard2000

Top Replied-To in G4:
@shamezladhani
@dank_h2o
@juliaraifman

Top Replied-To in G7:
@mmorden
@christyceeck
@chantalsygk
@ons
@andydavidcia

Top Replied-To in G8:
@drericding
@healthgovau
@mikejos
@pmcdunnough
@adesssingh
@gab_h_r

Top Replied-To in G9:
@who
@joebiden
@james1664
@sandyconnell5
@elhopkins
@ecole_oubliee
@newsgovhk

Top Replied-To in G10:
@jpenerangan

Top Mentioned
Top Mentioned in Entire Graph:
@davidmcswane
@mungship
@foxnews
@syedakramin
@khairykj
@saramojtehedz
@erickthohir
@jyangstar
@vtvcanal8

Top Mentioned in G1:
@albertsolo2
@bazaarbaku
@lemanturkman
@90lineas
@daedalus_mag
@lavozdigital_py
@sexcat07
@randomnesinnate
@jonathanstea

Top Mentioned in G2:
@saramojtehedz
@jyangstar
@fordnation
@drkateto
@esl_fairy
@torontostar
@justintrudeau
@sflecce
@tjgoertz

Top Mentioned in G3:
@foxnews
@drdavidsamadi
@niloc14061952
@newsmax
@c_geerlings
@stacey_rudin
@golden_pup
@moodav47
@gnadeau01
@slessard2000

Top Mentioned in G4:
@davidmcswane
@alastairmca30
@shamezladhani
@dominowarlock
@yittlep
@juliaraifman

Top Mentioned in G5:
@mungship

Top Mentioned in G6:
@vtvcanal8
@zoditachira21
@ramosiriza
@11zulia
@gnb_d212
@gnbd123
@cmdteqdaarriba
@lapastorapac122
@gnbcmdtgral

Top Mentioned in G7:
@imgrund
@loscharlos
@colindmello
@andreagrebenc
@marcskulnick
@amitrops
@regina_bateson
@ctvatlantic
@thelancetendo
@martakoch

Top Mentioned in G8:
@drericding
@cdcgov
@andrewgregory
@gab_h_r
@friedemann1
@emmanuel_microb
@adesssingh
@njbbari3

Top Mentioned in G9:
@who
@dlang57500
@sciences_avenir
@ecole_oubliee
@pfizer
@rajiasup
@mohfw_india
@drtedros
@gouvernementfr
@borisjohnson

Top Mentioned in G10:
@khairykj
@dghisham
@japensarawak
@ismailsabri60
@kkmputrajaya
@jpenerangan
@shafiqabdullah_
@jpagov
@smuhammad1001
@thevibesnews

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@ja8yum
@infoitinterno
@americanair
@ptjasamarga
@kompascom
@lapublicacion
@detikcom
@yoshiki7111
@afropages

Top Tweeters in G1:
@infoitinterno
@ptjasamarga
@kompascom
@lapublicacion
@yoshiki7111
@afropages
@zyitegadgets
@ultratextual
@lado_mx
@billm9

Top Tweeters in G2:
@dianneathome
@hopealdridge
@natricer
@kelownascott
@remirol1956
@torontostar
@meredithheron
@jaydeewriting
@bconnolly00
@leeshutterbug

Top Tweeters in G3:
@foxnews
@msmacattack321
@iwasthere102908
@mrastm
@sodagrrl
@funymnjamo
@gabssydney26
@lisamar91564392
@beckybeck73
@tweetypickler

Top Tweeters in G4:
@jcmarbury
@jcr914
@ice131queen
@icntoan
@cindygallop
@johnschreiber8
@actorx
@primediscussion
@prestovivace
@ladyred1956

Top Tweeters in G5:
@namisonfleek
@apieceofn_
@ds41744
@ilysmluffy
@_bcfukurou
@myself_feurnny
@youcallmenatty
@imyoursxkrwu
@galaxy_mill
@ice3004

Top Tweeters in G6:
@vtvcanal8
@mippcivzla
@adonais18
@mijares1276
@pdvsa
@nornieto8
@kekambas52
@gnb_carabodesur
@mirianfebres
@yacquel75474526

Top Tweeters in G7:
@davidchiarelli
@rahah_ghazali
@pablotopo
@sandi89701936
@johndotbastable
@bledwine
@sigilux
@steeone
@ctvatlantic
@birdsofpaper

Top Tweeters in G8:
@paulsorrentino3
@cynicalvision50
@mamurphymaureen
@hpfulcanadian
@cptleto
@siadasha
@penttivuorinen
@mariasammutmasc
@folucar
@grtseeker

Top Tweeters in G9:
@vonrosenchild
@telegraph
@washingtonpost
@ima_indian
@pash22
@ft
@enriquen
@fortunemagazine
@adiskype
@abcpolitics

Top Tweeters in G10:
@sinaronline
@bernamadotcom
@ikhwansolveig
@iftulfira
@markfiq_
@fahmyazhari
@mrboringguy8
@lavenderkiss
@s_arazak
@masturina94


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