COVID-19, Twitter, 5/12/2022 10:47:58 AM, 276137


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COVID-19_2022-05-12_00-00-01.xlsx
COVID-19_2022-05-12_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3yBcqX0
@epmd78
@gab_h_r
@allunitynofear
@enemyinastate
@jt_grindrod
@verity_france
@fitterhappieraj
@amrit_lohia
@flobga
@cnn

Top hashtags:
#covid19
#covid_19
#covid
#44691
#covidー19
#coronavirus
#pfizer
#toquedequeda
#10mayıs2022

Description:
Description
The graph represents a network of 9,632 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 Thursday, 12 May 2022 at 07:20 UTC.

The requested start date was Thursday, 12 May 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 2-day, 0-hour, 14-minute period from Monday, 09 May 2022 at 12:03 UTC to Wednesday, 11 May 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 : 9632
Unique Edges : 5593
Edges With Duplicates : 11454
Total Edges : 17047
Number of Edge Types : 5
Retweet : 5033
MentionsInRetweet : 5977
Tweet : 3073
Replies to : 537
Mentions : 2427
Self-Loops : 3167
Reciprocated Vertex Pair Ratio : 0.00963297158883063
Reciprocated Edge Ratio : 0.0190821256038647
Connected Components : 2804
Single-Vertex Connected Components : 1200
Maximum Vertices in a Connected Component : 786
Maximum Edges in a Connected Component : 1745
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 8.204863
Graph Density : 8.92570399226473E-05
Modularity : 0.551444
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,632 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 Thursday, 12 May 2022 at 07:20 UTC.

The requested start date was Thursday, 12 May 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 2-day, 0-hour, 14-minute period from Monday, 09 May 2022 at 12:03 UTC to Wednesday, 11 May 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:
[30] https://www.youtube.com/watch?v=W0WZ8x3Wf98&list=PLiLzVxC2rM99wrimJo9xqT1QkSdONr4dT&index=1&t=4s

[20] https://news.sky.com/story/covid-19-mandatory-wearing-of-face-mask-in-airports-and-european-flights-no-longer-recommended-12610457
[17] https://www.justice.gov/usao-sdfl/pr/south-florida-political-campaign-consultant-charged-defrauding-covid-19-relief-program
[15] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-le-masque-ne-sera-plus-obligatoire-dans-les-transports-en-commun-a-partir-du-lundi-16-mai-annonce-olivier-veran_5131891.html#xtor=CS2-765-%5Bautres%5D-
[15] https://www.medrxiv.org/content/10.1101/2022.05.05.22274695v1
[14] https://www.rt.com/news/555276-bill-gates-covid-symptoms/
[12] https://www.tf1info.fr/sante/coronavirus-epidemie-de-covid-19-fin-du-port-du-masque-obligatoire-dans-les-transports-en-commun-metro-trains-le-lundi-16-mai-2219402.html?utm_medium=Social&utm_source=Twitter&Echobox=1652270892#xtor=CS5-113
[12] https://www.cureus.com/articles/93826-correlation-between-mask-compliance-and-covid-19-outcomes-in-europe
[11] https://www.theepochtimes.com/mkt_app/fda-americans-should-treat-covid-19-like-the-flu_4453370.html
[9] https://www.youtube.com/watch?v=69bVYOOIjVQ&feature=youtu.be


Top URLs in Tweet in G1:
[6] https://news.sky.com/story/covid-19-mandatory-wearing-of-face-mask-in-airports-and-european-flights-no-longer-recommended-12610457
[6] https://instagram.com/imakta_untar/
[5] https://grandesmedios.com/hacer-ejercicio-covid-19/
[5] https://m.epochtimes.fr/letat-profond-travaillait-contre-trump-reponse-covid-19-ancien-conseiller-departement-de-sante-devoile-2021175.html
[4] https://grandesmedios.com/vitamina-c-en-covid-19/
[4] https://pans.ns.ca/walk-covid-19-vaccine-clinics
[4] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-le-masque-ne-sera-plus-obligatoire-dans-les-transports-en-commun-a-partir-du-lundi-16-mai-annonce-olivier-veran_5131891.html#xtor=CS2-765-%5Bautres%5D-
[3] https://asia.nikkei.com/Spotlight/Coronavirus/COVID-vaccines/China-s-vaccine-diplomacy-spoiled-by-omicron-variant
[3] https://www.scmp.com/business/china-business/article/3176895/china-market-loses-its-shine-private-equity-investors
[3] https://gigazine.net/news/20220509-covid-19-equivalent-20-years-ageing/

Top URLs in Tweet in G2:
[6] https://www.dailymail.co.uk/health/article-10797591/White-House-projects-100-MILLION-COVID-19-infections-fall-winter-2022.html?ito=social-twitter_dailymailus
[1] https://twitter.com/mrmarkdolan/status/1523610588899049473
[1] https://www.bbc.co.uk/news/uk-england-nottinghamshire-61372825
[1] https://twitter.com/search?q=%22i%20tested%20positive%20for%20covid-19%22&t=9n96oOd0-vkFz8pBYIul1g&s=09

Top URLs in Tweet in G3:
[4] https://venezuela-news.com/dia-784-de-pandemia-se-registraron-77-nuevos-contagios-cero-fallecidos-covid-19/
[3] https://venezuela-news.com/dia-785-de-pandemia-en-venezuela-15-nuevos-contagios-por-covid-19/
[2] https://www.vtv.gob.ve/lucha-covid-venezuela-contagios-fallecido-08052022/
[2] https://www.youtube.com/watch?v=7LruRTJX9JM&feature=youtu.be

[2] https://venezuela-news.com/venezuela-registra-36-nuevos-casos-y-0-fallecidos-covid-19-ultimas-horas/
[2] https://twitter.com/D814Espino/status/1523634279355645952/photo/1
[1] https://www.vtv.gob.ve/lucha-covid-venezuela-contagios-fallecido-10052022/
[1] https://www.youtube.com/watch?v=y_qJlTucVZQ&feature=youtu.be

[1] https://www.vtv.gob.ve/lucha-covid-venezuela-contagios-fallecido-08052022-2/
[1] https://video.twimg.com/ext_tw_video/1521486263194472461/pu/vid/636x360/GVdDAv9E7wq-7tQ5.mp4?tag=12

Top URLs in Tweet in G4:
[2] https://www.ladepeche.fr/2022/05/10/depression-phobie-scolaire-la-sante-mentale-des-jeunes-toujours-impactee-par-le-covid-19-10286974.php#xtor=%5B%5Bddm-ladepechedumidi%5D%5D
[1] https://prepareforchange.net/2022/05/10/cdc-study-finds-covid-19-vaccination-increases-risk-of-suffering-autoimmune-disease-myocarditis-by-13200/
[1] https://www.soa.org/48ff80/globalassets/assets/files/resources/research-report/2022/group-life-covid-19-mortality.pdf
[1] https://blogs.mediapart.fr/michele-rivasi/blog/060522/les-contrats-de-vaccins-covid-19-mal-negocies-entre-l-europe-et-les-laboratoires
[1] https://www.tf1info.fr/international/interview-covid-19-en-chine-a-shanghai-si-votre-enfant-etait-positif-vous-etiez-separes-un-francais-raconte-ses-51-jours-de-confinement-2219307.html?utm_medium=Social&utm_source=Twitter&Echobox=1652199327#xtor=CS5-113
[1] https://resistance-mondiale.com/rejet-de-greffes-de-cornee-apres-vaccination-contre-le-covid-19
[1] https://twitter.com/storiesofinjury/status/1524226837156708353
[1] https://ansm.sante.fr/dossiers-thematiques/covid-19-vaccins/covid-19-suivi-hebdomadaire-des-cas-deffets-indesirables-des-vaccins
[1] https://data.drees.solidarites-sante.gouv.fr/explore/dataset/covid-19-resultats-issus-des-appariements-entre-si-vic-si-dep-et-vac-si/table/?disjunctive.vac_statut&refine.date=2022
[1] https://partir.ouest-france.fr/inde/covid-19

Top URLs in Tweet in G5:
[1] https://www.soa.org/48ff80/globalassets/assets/files/resources/research-report/2022/group-life-covid-19-mortality.pdf
[1] https://rumble.com/vqc2ww-dr.-peter-doshi-of-the-british-medical-journal-argues-the-public-was-lied-t.html
[1] https://www.medrxiv.org/content/10.1101/2020.09.21.20196428v1.full.pdf
[1] https://www.theepochtimes.com/employees-of-courier-company-in-canada-to-launch-legal-battle-over-mandatory-vaccination_4454928.html
[1] https://www.nature.com/articles/s41598-022-10928-z

Top URLs in Tweet in G6:
[1] https://www.ugandainvest.go.ug/
[1] https://ugandainvest.go.ug/
[1] https://twitter.com/UgHealthcreFed/status/1524359058983165952

Top URLs in Tweet in G7:
[7] https://trib.al/CYX867U
[4] https://trib.al/QmFyEys
[3] https://hongkongfp.com/2022/05/11/hong-kong-security-law-article-23-delayed-by-covid-19-outbreak-says-security-chief/
[2] https://www.gmanetwork.com/news/topstories/nation/831365/109-new-covid-19-cases-logged-lowest-daily-tally-since-april-2020/story/
[2] https://trib.al/4g0AxTR
[2] https://trib.al/TQmoyhj
[2] https://arynews.tv/old-cancer-diagnosis-not-linked-with-worse-covid-19-outcomes/
[2] https://www.wxyz.com/news/coronavirus/new-covid-19-outbreaks-in-washtenaw-county-schools-may-not-have-been-spread-in-classrooms
[2] https://www.channelnewsasia.com/asia/shanghai-china-defend-covid-19-quarantine-measures-2678066?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.wsj.com/articles/moderna-seeks-to-dismiss-covid-19-vaccine-patent-lawsuit-11651871569

Top URLs in Tweet in G8:
[4] https://www.camaguey.gob.cu/es/actualidad/11951-camagueey-reporta-16-casos-de-la-covid-19-de-53-confirmados-en-cuba
[4] https://www.cubasi.cu/es/noticia/prosigue-en-cuba-aplicacion-de-refuerzo-contra-covid-19-en-ninos
[2] https://www.cubasi.cu/es/noticia/estudios-en-cuba-buscan-proteger-lactantes-contra-la-covid-19
[1] https://bit.ly/38SJIpM
[1] https://openwho.org/courses/private-sector-health-governance
[1] https://bit.ly/3PaSj80
[1] https://www.wsj.com/articles/china-censors-who-chiefs-call-to-end-unsustainable-covid-19-strategy-11652270048
[1] https://www.abc27.com/news/health/coronavirus/penn-state-study-finds-half-of-covid-19-survivors-experience-long-covid-symptoms/
[1] https://cubaminrex.cu/es/declaracion-del-ministro-de-relaciones-exteriores-de-la-republica-de-cuba-bruno-rodriguez-parrilla
[1] https://twitter.com/a__virologist/status/1522735234734825477?t=6LpZL0V5O79bvBVYHmuj-Q&s=19

Top URLs in Tweet in G9:
[2] https://www.theepochtimes.com/mkt_app/fda-americans-should-treat-covid-19-like-the-flu_4453370.html
[1] https://twitter.com/AshishSinghLIVE/status/1524357991511719936
[1] https://twitter.com/silvy6701/status/1523767720621518848
[1] https://www.deccanherald.com/business/economy-business/inflationary-pressures-likely-to-continue-going-forward-on-geopolitical-tensions-shaktikanta-das-1106390.html

Top URLs in Tweet in G10:
[2] https://www.ctvnews.ca/health/coronavirus/shanghai-re-tightens-on-covid-19-frustrating-trapped-residents-1.5896135?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=627a574cb2a94c00017ee9f5&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.amawa.com.au/news/reverse-order-massive-spike-in-covid-19-cases-demands-reinstatement-of-masks-indoors-and-other-restrictions/
[1] https://bangordailynews.com/2022/05/10/politics/the-covid-19-vaccine-boot-work-that-reversed-huge-racial-disparities-in-maine/
[1] https://www.pbs.org/newshour/nation/watch-live-as-u-s-approaches-1-million-covid-19-deaths-national-cathedrals-tolls-bell-for-final-time
[1] https://www.medrxiv.org/content/10.1101/2021.07.23.21260716v6.full.pdf
[1] https://www.nationalgeographic.com/science/article/covid-19-hidden-heartbreaking-toll-millions-of-orphaned-children
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[1] https://www.health.gov.au/health-alerts/covid-19/protect-yourself-and-others

Top Domains
Top Domains in Tweet in Entire Graph:
[196] twitter.com
[168] blogspot.com
[80] youtube.com
[54] com.br
[50] bit.ly
[45] trib.al
[43] francetvinfo.fr
[40] theepochtimes.com
[31] cnn.com
[30] co.uk

Top Domains in Tweet in G1:
[63] twitter.com
[29] com.br
[14] cnn.com
[12] com.ar
[12] instagram.com
[10] cbc.ca
[10] francetvinfo.fr
[9] sky.com
[9] grandesmedios.com
[8] nhs.uk

Top Domains in Tweet in G2:
[7] co.uk
[2] twitter.com

Top Domains in Tweet in G3:
[9] venezuela-news.com
[4] gob.ve
[3] youtube.com
[2] twitter.com
[1] twimg.com
[1] com.ve
[1] redradiove.com

Top Domains in Tweet in G4:
[2] ladepeche.fr
[1] prepareforchange.net
[1] soa.org
[1] mediapart.fr
[1] tf1info.fr
[1] resistance-mondiale.com
[1] twitter.com
[1] sante.fr
[1] gouv.fr
[1] ouest-france.fr

Top Domains in Tweet in G5:
[1] soa.org
[1] rumble.com
[1] medrxiv.org
[1] theepochtimes.com
[1] nature.com

Top Domains in Tweet in G6:
[2] go.ug
[1] twitter.com

Top Domains in Tweet in G7:
[18] trib.al
[6] bloomberg.com
[4] wsj.com
[4] hongkongfp.com
[3] cnn.it
[3] go.com
[2] gmanetwork.com
[2] abcn.ws
[2] arynews.tv
[2] wxyz.com

Top Domains in Tweet in G8:
[6] cubasi.cu
[4] gob.cu
[3] twitter.com
[2] bit.ly
[2] prensa-latina.cu
[1] openwho.org
[1] wsj.com
[1] abc27.com
[1] cubaminrex.cu
[1] cbc.ca

Top Domains in Tweet in G9:
[2] twitter.com
[2] theepochtimes.com
[1] deccanherald.com

Top Domains in Tweet in G10:
[2] ctvnews.ca
[1] com.au
[1] bangordailynews.com
[1] pbs.org
[1] medrxiv.org
[1] nationalgeographic.com
[1] cdc.gov
[1] gov.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[439] covid19
[343] covid_19
[215] covid
[142] 44691
[119] covidー19
[101] coronavirus
[98] pfizer
[89] toquedequeda
[84] 10mayıs2022
[73] 44692



Top Hashtags in Tweet in G1:
[78] covid19
[41] covid
[35] covid_19
[23] coronavirus
[8] 5/10/2022 12:00:00 AM
[6] news
[6] stayhome
[5] health
[5] business
[4] corona

Top Hashtags in Tweet in G2:
[2] longcovid
[1] longcovidkids
[1] covid_19
[1] maskup
[1] covidisairborne
[1] covidisnotover
[1] pfizer

Top Hashtags in Tweet in G3:
[65] cz43capital
[62] prevención
[61] 5/11/2022 12:00:00 AM
[51] produciresindependencia
[44] uesparacotos
[35] venezuelaespaz
[29] 5/10/2022 12:00:00 AM
[26] negritudrebelde
[19] jornadadevacunación
[18] corpivensa

Top Hashtags in Tweet in G4:
[36] pfizer
[34] pfizerdocuments
[3] thread
[1] jesuismauricette

Top Hashtags in Tweet in G5:
[4] purolator
[4] vaccination

Top Hashtags in Tweet in G6:
[6] buildingug
[4] investugturkey22
[2] nbsupdates
[2] privatesectorinclusion
[1] urapressbrief22
[1] absorballcovid19staff
[1] covid19vaccine
[1] eu
[1] au
[1] ausummit

Top Hashtags in Tweet in G7:
[2] arynews
[1] covid19
[1] sarscov2
[1] stoppharmagreed

Top Hashtags in Tweet in G8:
[12] cuba
[6] covid19
[5] covid
[4] soberanaplus
[4] deaths
[2] indiafightscorona
[2] cubaporlasalud
[2] camagüey
[2] vamoscontodo
[2] longcovid

Top Hashtags in Tweet in G9:
[4] covid_19
[3] fda
[3] covid19
[3] rgpv
[2] breaking
[1] vincenzotrasmissioni
[1] breakingnews
[1] rgpvonlineexams
[1] rgpvstudentsdemandsonlineexam
[1] rgpv_online_exam

Top Hashtags in Tweet in G10:
[16] longcovid
[4] covid19
[1] mask
[1] health
[1] covid19aus
[1] maskupon

Top Words
Top Words in Tweet in Entire Graph:
[6573] covid
[6131] 19
[450] pandemic
[439] #covid19
[383] more
[375] health
[370] year
[348] people
[348] pfizer
[343] #covid_19

Top Words in Tweet in G1:
[1253] covid
[1216] 19
[88] pandemic
[87] cases
[78] #covid19
[77] 2022
[69] more
[65] vaccine
[63] health
[58] 11

Top Words in Tweet in G2:
[241] gofundme
[238] year
[238] pfizer
[236] breaking
[236] shut
[236] down
[236] campaign
[236] raise
[236] money
[236] old

Top Words in Tweet in G3:
[235] covid
[228] 19
[85] medidas
[82] evitar
[78] bioseguridad
[76] venezuela
[66] uso
[65] #cz43capital
[65] cumplir
[65] combatir

Top Words in Tweet in G4:
[87] santé
[85] ministre
[83] flobga
[83] espagnol
[83] covid
[77] cour
[77] suprême
[76] l'espagne
[76] désormais
[76] 9e

Top Words in Tweet in G5:
[67] wef
[67] organized
[67] crime
[67] syndicate
[67] creates
[67] chaos
[67] help
[67] infiltrated
[67] government
[67] officials

Top Words in Tweet in G6:
[58] covid
[57] 19
[37] uganda
[17] investment
[15] minofhealthug
[15] vaccination
[13] tourism
[12] turkey
[12] trade
[11] testing

Top Words in Tweet in G7:
[113] covid
[112] 19
[35] bill
[35] gates
[34] cnn
[30] positive
[28] tested
[28] experiencing
[28] mild
[28] symptoms

Top Words in Tweet in G8:
[52] covid
[52] 19
[12] #cuba
[11] niños
[10] contra
[9] refuerzo
[8] drericding
[8] one
[8] aplicación
[7] today

Top Words in Tweet in G9:
[16] covid
[13] 19
[9] narendramodi
[8] state
[6] palazzo_chigi
[5] tomorrow
[5] situation
[4] eretico_l
[4] modamanager
[4] laperlaneranera

Top Words in Tweet in G10:
[59] covid
[56] 000
[51] 19
[18] last
[18] two
[17] continues
[17] years
[17] killed
[17] americans
[17] flu

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5949] covid,19
[270] contra,covid
[267] shut,down
[253] year,old
[248] 19,pandemic
[241] taking,pfizer
[240] breaking,gofundme
[240] gofundme,shut
[240] down,campaign
[240] campaign,raise

Top Word Pairs in Tweet in G1:
[1173] covid,19
[59] 19,pandemic
[44] contra,covid
[41] 19,vaccine
[36] positive,covid
[34] 19,cases
[32] bill,gates
[27] puan,presiden
[27] presiden,kita
[25] during,covid

Top Word Pairs in Tweet in G2:
[236] breaking,gofundme
[236] gofundme,shut
[236] shut,down
[236] down,campaign
[236] campaign,raise
[236] raise,money
[236] money,year
[236] year,old
[236] old,girl
[236] girl,injured

Top Word Pairs in Tweet in G3:
[228] covid,19
[67] medidas,bioseguridad
[65] cumplir,medidas
[65] bioseguridad,combatir
[65] combatir,covid
[63] uso,adecuado
[60] #prevención,uso
[60] adecuado,mascarilla
[60] mascarilla,indica
[60] indica,métodos

Top Word Pairs in Tweet in G4:
[85] ministre,santé
[77] cour,suprême
[76] l'espagne,désormais
[76] désormais,9e
[76] 9e,pays
[76] pays,poursuivre
[76] poursuivre,ministre
[76] santé,justice
[76] justice,gagner
[76] gagner,cour

Top Word Pairs in Tweet in G5:
[67] wef,organized
[67] organized,crime
[67] crime,syndicate
[67] syndicate,creates
[67] creates,chaos
[67] chaos,help
[67] help,infiltrated
[67] infiltrated,government
[67] government,officials
[67] officials,steal

Top Word Pairs in Tweet in G6:
[57] covid,19
[12] uganda,turkey
[11] investment,trade
[11] 19,testing
[10] 19,vaccination
[9] turkey,investment
[9] mandatory,covid
[8] vaccination,sites
[7] trade,industry
[7] testing,going

Top Word Pairs in Tweet in G7:
[112] covid,19
[35] bill,gates
[28] gates,tested
[28] tested,positive
[28] positive,covid
[28] 19,experiencing
[28] experiencing,mild
[28] mild,symptoms
[28] symptoms,adding
[28] adding,fortunate

Top Word Pairs in Tweet in G8:
[45] covid,19
[7] contra,covid
[6] 12,18
[5] drericding,normanswan
[5] #covid,19
[5] prosigue,#cuba
[4] camagüey,reporta
[4] reporta,16
[4] 16,casos
[4] casos,covid

Top Word Pairs in Tweet in G9:
[13] covid,19
[4] eretico_l,modamanager
[4] modamanager,laperlaneranera
[4] laperlaneranera,anna302478978
[4] anna302478978,smitarianna
[4] smitarianna,lisargadata
[4] lisargadata,victoria_wet
[4] victoria_wet,silviofb66
[4] silviofb66,dorayak56884206
[4] chouhanshivraj,officeofssc

Top Word Pairs in Tweet in G10:
[51] covid,19
[17] last,two
[17] two,years
[17] years,covid
[17] 19,killed
[17] killed,000
[17] 000,000
[17] 000,americans
[17] americans,flu
[17] flu,cdc

Top Replied-To
Top Replied-To in Entire Graph:
@moriartylab
@monique_taute
@speakerpelosi
@reuters
@covid_19_ger
@mhp_bilgi
@nathanmackbrown
@cnn
@hagerstolz
@gab_h_r

Top Replied-To in G2:
@normalcynow

Top Replied-To in G3:
@d814espino

Top Replied-To in G4:
@flobga
@verity_france
@philippebansil1
@un_ide_linuxien

Top Replied-To in G5:
@uftscotland
@carolineand73
@tobyh119

Top Replied-To in G6:
@nbstv
@mofpedu
@thomas_tayebwa
@deusniyobyose
@parliament_ug
@katmaama40

Top Replied-To in G7:
@cnn
@abc

Top Replied-To in G8:
@drericding
@edmundkudzayi
@brunorguezp
@laurenpelley
@diazcanelb

Top Replied-To in G9:
@eretico_l
@ortigiap

Top Replied-To in G10:
@moriartylab
@davidelfstrom
@anniekartos
@dfisman
@lisa_iannattone

Top Mentioned
Top Mentioned in Entire Graph:
@drsimonegold
@flobga
@jjaranaz94
@traselvalle_obc
@theofleury14
@nbsaphiermd
@vtvcanal8
@franceinfo
@rtarf_pr
@influenzer3

Top Mentioned in G1:
@albertsolo2
@cnewsgroup
@housemedicinal
@junko_in_sappro
@susanmirabalmd
@herrynapit
@yabrock
@cmdate3racia
@desur_lara3ra

Top Mentioned in G2:
@drsimonegold
@politlcsuk
@dailymail
@govkathyhochul
@abiroberts
@gofundme
@mpukita
@stonewall1776
@mandatemasksny
@drmarytbassett

Top Mentioned in G3:
@vtvcanal8
@cisplaguaira
@elgranmarley
@corpindustrias
@lavozdelsur_1
@mippcivzla
@gnb_pueblo
@nicolasmaduro
@anibalcoronado9
@cispresidencial

Top Mentioned in G4:
@flobga
@romaindoyer
@gabinjean3
@guilhemeric
@motivaled
@ch
@verity_france
@chriscottonstat
@people1stplanet
@michelerivasi

Top Mentioned in G5:
@theofleury14
@pierrekory
@buzzard89
@davebro__
@epochtimescan
@drsimonegold
@reid1sandy
@lisalawril1
@alimac04
@hscaberdeen

Top Mentioned in G6:
@minofhealthug
@ugandainvest
@kagutamuseveni
@robinahnabbanja
@nbstv
@kwezi_martha
@jumuiya
@pmathuki
@kemigishazoey1
@mofpedu

Top Mentioned in G7:
@cnn
@wsj
@abc
@business
@cnnee
@michaelart123
@hkfp
@fivethirtyeight
@theeconomist
@rubin_allergy

Top Mentioned in G8:
@who
@minsapcuba
@drericding
@normanswan
@radiorelojcuba
@mygovindia
@iko_iko11
@finlayinstituto
@7perth
@opsoms

Top Mentioned in G9:
@narendramodi
@palazzo_chigi
@modamanager
@laperlaneranera
@anna302478978
@smitarianna
@lisargadata
@victoria_wet
@silviofb66
@dorayak56884206

Top Mentioned in G10:
@imgrund
@itsanginla
@covid_19_canada
@jmcrookston
@dfisman
@crabbbrendan
@newshour
@ama_wapresident
@dbraevn
@worldbollard

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@infoitinterno
@jornalistavitor
@ptjasamarga
@kompascom
@detikcom
@agendaonline
@chidambara09
@laredrevela
@recitesocial

Top Tweeters in G1:
@infoitinterno
@ptjasamarga
@agendaonline
@laredrevela
@ultratextual
@neoinformes
@portaldiarioar
@reportes24h
@proeditores
@losarticulistas

Top Tweeters in G2:
@norvilgirl
@jmescoda
@geewhiz__
@metropulseusa
@dailymail
@jpck72
@josetejeda7
@mpukita
@treeshster
@singhash

Top Tweeters in G3:
@vtvcanal8
@quiskillosa
@luiscarrillo66
@mippcivzla
@gnb_tachira
@elisaneris1571
@lizyacosta4
@barrio_tricolor
@vicevenezuela
@gnb_pueblo

Top Tweeters in G4:
@rosyjour
@yvespdb
@talullabellefle
@albi2103
@mydaphne
@rey_ban64
@people1stplanet
@magafrance
@flobga
@g2chaulle

Top Tweeters in G5:
@sustain05
@independenthk
@dwf57
@dstairs1
@freecanuck1
@joellehamilto10
@jonashcroft3
@bricon40
@jer0319
@onecrusader1

Top Tweeters in G6:
@nbstv
@beewol
@ntvuganda
@johnlaban256
@dailymonitor
@akmartos1
@pwatchug
@elijahbryant18
@ugandamediacent
@capitalfmuganda

Top Tweeters in G7:
@falconhamada_90
@govsherazkhan
@business
@gmanews
@channelnewsasia
@wismiss3
@soriano310ms
@abc
@cnn
@wsj

Top Tweeters in G8:
@aashg_alle
@prensalatina_cu
@radiococonline
@watinthe_
@chamberohoy
@am_mdm84
@radiorelojcuba
@isaglezcmg
@radiohabanacuba
@brookingsinst

Top Tweeters in G9:
@lucabattanta
@valy_s
@sorryns
@souravdindabjp
@fmmosca
@borghi_claudio
@maryfagi
@paolasimonin
@sedicizero
@veg_biryani_

Top Tweeters in G10:
@astraea_styx
@mangotree_books
@ctvnews
@yeswombat
@dianefirestoker
@newshour
@laf13laf
@bangordailynews
@rexannakeats
@janemccourt1


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