COVID, Twitter, 10/26/2021 1:35:57 PM, 264803


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COVID_2021-10-26_01-52-01.xlsx
COVID_2021-10-26_01-52-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 26, 2021
Short Description:
COVID via NodeXL https://bit.ly/3bc69nP
@sajidjavid
@trishgreenhalgh
@doctor_oxford
@tonyhinton2016
@janacjana
@mailonline
@heerak4congress
@talkradio
@rishisunak
@borisjohnson

Top hashtags:
#covid
#covid_19
#covid19
#coronavirus
#vaccinecentury
#26ekim2021

Description:
Description
The graph represents a network of 11,839 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 Tuesday, 26 October 2021 at 09:09 UTC.

The requested start date was Tuesday, 26 October 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, 2-minute period from Saturday, 23 October 2021 at 12:17 UTC to Monday, 25 October 2021 at 12:19 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 : 11839
Unique Edges : 6871
Edges With Duplicates : 11651
Total Edges : 18522
Number of Edge Types : 5
Retweet : 5313
MentionsInRetweet : 6173
Tweet : 3402
Replies to : 1076
Mentions : 2558
Self-Loops : 3437
Reciprocated Vertex Pair Ratio : 0.00601773648648649
Reciprocated Edge Ratio : 0.0119634799034526
Connected Components : 3449
Single-Vertex Connected Components : 943
Maximum Vertices in a Connected Component : 1477
Maximum Edges in a Connected Component : 2988
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 10.15033
Graph Density : 6.79913979643622E-05
Modularity : 0.586708
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,839 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 Tuesday, 26 October 2021 at 09:09 UTC.

The requested start date was Tuesday, 26 October 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, 2-minute period from Saturday, 23 October 2021 at 12:17 UTC to Monday, 25 October 2021 at 12:19 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:
[53] https://www.dailymail.co.uk/news/article-10124957/Australian-actress-Melle-Stewart-suffers-stroke-getting-AstraZeneca-Covid-vaccine.html?ito=social-twitter_mailonline
[17] https://www.nbcnews.com/politics/white-house/biden-administration-announces-plan-accelerate-authorization-home-covid-tests-n1282255
[14] https://www.dailymail.co.uk/news/article-10124957/Australian-actress-Melle-Stewart-suffers-stroke-getting-AstraZeneca-Covid-vaccine.html
[12] https://news.abs-cbn.com/news/10/25/21/list-covid-19-vaccines-recommended-for-booster-shots
[12] https://www.theguardian.com/culture/2021/oct/24/david-hare-furious-bbc-rejection-of-covid-play
[10] https://www.lci.fr/sante/video-hopitaux-cherchent-infirmieres-des-milliers-de-soignantes-manquent-a-l-appel-2199847.html?utm_medium=Social&utm_source=Twitter&Echobox=1635152598-1#xtor=CS5-113
[9] https://www1.folha.uol.com.br/equilibrioesaude/2021/10/facebook-e-instagram-derrubam-live-em-que-bolsonaro-associou-aids-a-vacina-da-covid.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[9] https://www.independent.co.uk/news/health/covid-nhs-winter-crisis-hospitals-b1943694.html
[8] https://exame.com/ciencia/algumas-vacinas-contra-a-covid-19-podem-aumentar-o-risco-de-hiv/
[8] https://pubmed.ncbi.nlm.nih.gov/34656887/

Top URLs in Tweet in G1:
[7] https://www.theguardian.com/culture/2021/oct/24/david-hare-furious-bbc-rejection-of-covid-play
[5] https://www.theguardian.com/world/2021/oct/23/covid-testing-failures-at-uk-lab-should-have-been-flagged-within-days
[4] https://reporteuno.net/se-superaron-los-398-000-casos-de-covid-19-tras-nueva-jornada-de-mas-de-mil-contagios/
[4] https://www.politicususa.com/2021/10/24/ron-desantis-unveils-plan-to-kill-more-people-by-recruiting-unvaccinated-cops.html?utm_source=rss&utm_medium=rss&utm_campaign=ron-desantis-unveils-plan-to-kill-more-people-by-recruiting-unvaccinated-cops
[3] https://www.dailymail.co.uk/news/article-10124957/Australian-actress-Melle-Stewart-suffers-stroke-getting-AstraZeneca-Covid-vaccine.html
[2] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/
[2] https://www.cnbc.com/2021/10/23/covid-vaccine-boosters-are-now-available-heres-whos-eligible-for-pfizer-moderna-and-jjs-shots-.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://mundour.com/index.php/2021/10/23/venezuela-suma-1-241-casos-de-covid-19/
[2] https://www.cnn.com/2021/10/22/health/covid-vaccines-death-rates/index.html
[2] https://www.npr.org/2021/10/23/1048427792/despite-higher-covid-risk-most-pregnant-americans-remain-unvaccinated?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[7] https://www.independent.co.uk/news/health/covid-nhs-winter-crisis-hospitals-b1943694.html
[3] https://www.newstatesman.com/comment/2021/10/the-nhs-crisis-threatens-us-all-but-boris-johnsons-government-is-in-denial
[2] https://news.sky.com/story/covid-19-uk-dilly-dallying-into-lockdown-take-plan-b-action-now-warns-government-adviser-12442004
[2] https://www.dailymail.co.uk/news/article-10127501/Sajid-Javid-admits-leaning-making-Covid-vaccines-mandatory-NHS-staff.html?ito=social-twitter_dailymailUK
[2] https://www.dailymail.co.uk/news/article-10125661/Daily-infections-week-government.html?ito=social-twitter_dailymailUK
[2] https://trib.al/Q5TysZH
[2] https://www.walesonline.co.uk/news/wales-news/welsh-government-considering-three-things-21954347
[2] https://www.theguardian.com/us-news/2021/oct/25/fox-news-neil-cavuto-coronavirus-covid-vaccine?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1635163168
[2] https://www.theguardian.com/world/2021/oct/23/uk-facing-another-covid-lockdown-christmas-if-we-dont-act-soon?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1634989310
[2] https://www.theguardian.com/world/2021/oct/24/darker-skies-and-colder-weather-provide-perfect-conditions-for-covid-19-to-thrive?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1635065098

Top URLs in Tweet in G3:
[1] https://twitter.com/rapalert4/status/1450567435539648522

Top URLs in Tweet in G4:
[10] https://www.lci.fr/sante/video-hopitaux-cherchent-infirmieres-des-milliers-de-soignantes-manquent-a-l-appel-2199847.html?utm_medium=Social&utm_source=Twitter&Echobox=1635152598-1#xtor=CS5-113
[4] https://openvaers.com/covid-data/myo-pericarditis
[3] https://www.ouest-france.fr/nouvelle-aquitaine/bressuire-79300/deux-sevres-covid-des-patients-vaccines-en-fin-d-immunite-gravement-atteints-soignes-a-bressuire-ad0a5a1e-3278-11ec-bcc4-8c8c72734bad
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ijidonline.com%2Farticle%2FS1201-9712%2821%2900815-8%2Ffulltext&rc=0
[2] https://www.dailymail.co.uk/news/article-10124957/Australian-actress-Melle-Stewart-suffers-stroke-getting-AstraZeneca-Covid-vaccine.html
[2] https://www.youtube.com/watch?v=VIYDuXJIhUA&feature=youtu.be

[2] https://www.dailymail.co.uk/health/article-10116783/Sweden-extends-pause-Modernas-COVID-19-vaccine-young-people-30.html
[2] https://www.youtube.com/watch?v=-sQWeigfyIU&feature=youtu.be

[2] https://www.leparisien.fr/societe/sante/covid-19-un-possible-surrisque-de-myocardites-avec-moderna-apres-la-deuxieme-dose-23-10-2021-4R3NBSQVNRB6HKUELICB6GTRUU.php
[1] https://doctorsandscientistsdeclaration.org/

Top URLs in Tweet in G5:
[2] https://covid.cdc.gov/covid-data-tracker/#vaccinations_vacc-total-admin-rate-total
[2] https://www.cdc.gov/media/releases/2021/p1021-covid-booster.html
[2] https://childrenshealthdefense.org/about-us/sign-up/?utm_source=BKtwitter&utm_medium=defender
[2] https://nypost.com/2021/10/24/georgia-man-vinath-oudomsine-spent-57000-of-covid-funds-on-pokemon-card/
[2] https://alexberenson.substack.com/p/urgent-covid-vaccines-will-keep-you/comments
[1] https://giftarticle.ft.com/giftarticle/actions/redeem/1f2a5660-f8a5-43bc-ab85-ecb487afc507
[1] https://www.newsmax.com/us/john-f-kennedy-assassination/2021/10/23/id/1041692/
[1] https://www.thedailybeast.com/william-and-john-chepanoske-father-and-son-found-dead-in-home-both-had-covid
[1] https://www.spokesman.com/stories/2021/oct/24/such-a-traumatic-experience-nampa-toddler-recoveri/
[1] https://www.nytimes.com/live/2021/10/24/world/covid-vaccine-boosters

Top URLs in Tweet in G6:
[6] https://indianexpress.com/article/opinion/columns/indias-100-crore-covid-vaccine-jabs-narendra-modi-7584020/lite/
[5] https://www.hindustantimes.com/india-news/mann-ki-baat-success-of-covid-vaccination-drive-shows-india-s-capability-says-modi-101635100682457.html
[4] https://nm-4.com/hlUxIn
[3] https://www.livemint.com/news/india/100crore-mark-here-s-how-india-celebrated-covid-19-vaccination-milestone-11634822081408.html
[3] https://indianexpress.com/article/opinion/columns/covid-vaccination-drive-100-crore-vaccines-7585663/lite/?utm_source=Whatsapp
[2] https://indianexpress.com/article/opinion/columns/covid-vaccination-drive-100-crore-vaccines-7585663/
[2] https://indianexpress.com/article/opinion/columns/covid-vaccination-drive-100-crore-vaccines-7585663/lite/
[1] https://twitter.com/JugnauthKumar/status/1451205714282696706
[1] https://timesofindia.indiatimes.com/blogs/narendra-modis-blog/team-india-responding-to-adversity-with-achievement/
[1] https://twitter.com/pmharriskn/status/1451281566609645577

Top URLs in Tweet in G7:
[2] https://atrombetanews.com.br/2021/10/23/um-dos-paises-mais-vacinados-do-mundo-russia-registra-quinto-recorde-seguido-de-mortes-por-covid-19/
[1] https://www1.folha.uol.com.br/equilibrioesaude/2021/10/facebook-e-instagram-derrubam-live-em-que-bolsonaro-associou-aids-a-vacina-da-covid.shtml

Top URLs in Tweet in G8:
[3] https://trib.al/D71NPuc
[2] https://nyti.ms/3b2aQAv
[2] https://www.theguardian.com/world/2021/oct/22/english-schools-struggling-to-cope-as-covid-wreaks-havoc
[2] https://cfjctoday.com/2021/10/21/covid-19-cases-continue-to-spread-from-blue-grotto-concert-owner-will-close-for-a-few-days/
[2] https://www.npr.org/2021/10/24/1047947268/covid-vaccine-workers-quitting-getting-fired-mandates
[2] https://www.nbcnews.com/politics/white-house/biden-administration-announces-plan-accelerate-authorization-home-covid-tests-n1282255
[2] https://covidemails.com/
[1] https://www.el-carabobeno.com/venezuela-tercera-ola-covid-peores-cifras-contagios/
[1] https://nyti.ms/3mbmUpF
[1] https://nyti.ms/3pr3YoC

Top URLs in Tweet in G9:
[1] https://sciencebasedmedicine.org/is-rsv-being-misdiagnosed-as-covid-19/
[1] https://twitter.com/dfisman/status/1451884450556661765
[1] https://bylinetimes.com/2021/03/24/me-and-long-covid-when-will-our-exhausted-cries-be-heard/

Top URLs in Tweet in G10:
[2] https://www.jpost.com/health-and-wellness/aspirin-lowers-risk-of-covid-new-findings-support-preliminary-israeli-trial-681127
[2] https://www.dailymail.co.uk/news/article-10127501/Sajid-Javid-admits-leaning-making-Covid-vaccines-mandatory-NHS-staff.html?ito=social-twitter_dailymailUK
[1] https://www.vox.com/2021/10/22/22737328/covid-19-pandemic-endemic
[1] https://redirect.viglink.com?u=https%3A%2F%2Fvimeo.com%2F623540275%2Fa13b682bfb&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[1] https://americasfrontlinedoctors.org/2/frontlinenews/breaking-israeli-physicians-scientists-advise-fda-of-severe-concerns-regarding-reliability-and-legality-of-official-israeli-covid-vaccine-data/
[1] https://ago.nebraska.gov/sites/ago.nebraska.gov/files/docs/opinions/21-017_0.pdf
[1] https://twitter.com/GVDBossche/status/1451875257896378371
[1] https://www.telegraph.co.uk/news/2021/10/22/million-schoolchildren-face-increased-covid-restrictions/
[1] https://justthenews.com/accountability/cancel-culture/vaccine-scientists-who-question-covid-policy-compared-big-tobacco
[1] https://www.fph.org.uk/news-events/fph-news/joint-statement-on-rising-covid-19-rates/

Top Domains
Top Domains in Tweet in Entire Graph:
[332] twitter.com
[215] co.uk
[89] theguardian.com
[81] com.br
[43] youtube.com
[35] bit.ly
[33] trib.al
[27] reuters.com
[25] cnn.com
[22] nytimes.com

Top Domains in Tweet in G1:
[97] twitter.com
[28] co.uk
[25] theguardian.com
[19] com.br
[12] cnn.com
[9] nytimes.com
[8] youtube.com
[7] urdupoint.com
[6] nature.com
[5] europapress.es

Top Domains in Tweet in G2:
[23] co.uk
[12] theguardian.com
[4] twitter.com
[4] sky.com
[4] newstatesman.com
[3] bloomberg.com
[2] trib.al
[2] nytimes.com
[2] channel4.com
[1] bmj.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[10] lci.fr
[5] youtube.com
[4] openvaers.com
[4] co.uk
[3] twitter.com
[3] leparisien.fr
[3] francetvinfo.fr
[3] ouest-france.fr
[2] elsevierhealth.com
[2] sante.fr

Top Domains in Tweet in G5:
[6] childrenshealthdefense.org
[5] cdc.gov
[4] twitter.com
[2] nypost.com
[2] substack.com
[1] ft.com
[1] newsmax.com
[1] thedailybeast.com
[1] spokesman.com
[1] nytimes.com

Top Domains in Tweet in G6:
[15] indianexpress.com
[5] hindustantimes.com
[4] nm-4.com
[3] twitter.com
[3] livemint.com
[1] indiatimes.com
[1] bit.ly
[1] news18.com
[1] livehindustan.com
[1] b-gat.es

Top Domains in Tweet in G7:
[3] com.br

Top Domains in Tweet in G8:
[5] nyti.ms
[4] trib.al
[4] theguardian.com
[3] twitter.com
[3] covidemails.com
[2] cfjctoday.com
[2] npr.org
[2] nbcnews.to
[2] nbcnews.com
[2] co.uk

Top Domains in Tweet in G9:
[1] sciencebasedmedicine.org
[1] twitter.com
[1] bylinetimes.com

Top Domains in Tweet in G10:
[7] co.uk
[2] jpost.com
[2] twitter.com
[1] vox.com
[1] viglink.com
[1] americasfrontlinedoctors.org
[1] nebraska.gov
[1] justthenews.com
[1] org.uk
[1] huffpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[255] covid
[156] covid_19
[156] covid19
[42] coronavirus
[35] vaccinecentury
[34] 26ekim2021
[24] vacunarseesvida
[21] china
[21] permissiontodance_onstage
[21] ptd_on_stage



Top Hashtags in Tweet in G1:
[46] covid
[25] covid19
[13] earthquake
[13] deprem
[13] terremoto
[13] earth
[13] earthquakes
[13] turkey
[13] tsunami
[13] nature

Top Hashtags in Tweet in G2:
[11] covid
[3] nhs
[2] leadershipmatters
[2] vaccinationcentre
[2] brexit
[2] torygenius
[2] planb
[1] frontpagestoday
[1] theipaper
[1] uk

Top Hashtags in Tweet in G4:
[20] covid
[10] passsanitaire
[8] europe1
[8] grippe
[5] covid_19
[5] moderna
[5] france
[5] giletsjaunes
[3] fauci
[3] grevegenerale

Top Hashtags in Tweet in G5:
[6] covid_19
[6] covid19
[4] idaho
[2] florida
[2] thedefender
[2] wuhanlab
[2] gainoffunction
[2] ad
[2] regenerative
[2] farming

Top Hashtags in Tweet in G6:
[17] vaccinecentury
[9] covid
[8] covid_19
[6] onlineexamsforcbseandicse
[4] namoapp
[3] cbse
[2] icse
[2] hamaraappnamoapp
[2] chattissgarh
[2] teqipfaculties

Top Hashtags in Tweet in G8:
[7] brexit
[7] covid
[2] covid19
[1] nonsense
[1] peoplesvaccine
[1] buildbackbetter

Top Hashtags in Tweet in G9:
[4] covid
[3] longcovid
[2] meawareness
[2] pwme
[2] mecfs
[1] onlinelearning
[1] longcovidkids

Top Hashtags in Tweet in G10:
[3] nogreenpass
[3] sittingducks
[2] covid19
[2] covid_19
[2] novaccinepassports
[1] canyouseeityet
[1] italy
[1] covid
[1] schoolstrike2021

Top Words
Top Words in Tweet in Entire Graph:
[8058] covid
[2411] 19
[626] vaccine
[562] people
[424] more
[420] vaccinated
[362] cases
[352] não
[315] government
[302] one

Top Words in Tweet in G1:
[903] covid
[348] 19
[65] people
[60] vaccine
[52] more
[46] #covid
[45] cases
[38] over
[32] casos
[31] health

Top Words in Tweet in G2:
[146] covid
[47] nhs
[28] government
[25] one
[25] 19
[23] doctor_oxford
[23] people
[19] sajidjavid
[19] europe
[18] borisjohnson

Top Words in Tweet in G3:
[154] americans
[154] fry
[154] covid
[153] abcdrih

Top Words in Tweet in G4:
[108] covid
[27] vaccins
[27] effets
[26] après
[25] ça
[24] plus
[23] ont
[23] contre
[22] f_philippot
[21] 19

Top Words in Tweet in G5:
[91] covid
[27] vaccine
[25] 19
[16] vaccines
[15] world
[13] year
[12] immunity
[11] old
[11] vaccinated
[11] less

Top Words in Tweet in G6:
[54] covid
[42] क
[40] narendramodi
[38] india
[33] 100
[32] 19
[26] vaccination
[25] र
[24] vaccine
[23] shri

Top Words in Tweet in G7:
[114] cpi
[112] covid
[79] brazilfight
[72] barroso
[72] alertou
[65] bolsonaro
[56] não
[40] os
[39] crime
[39] janainadobrasil

Top Words in Tweet in G8:
[108] covid
[45] 19
[36] government
[29] available
[25] trishgreenhalgh
[22] nytimes
[21] uk
[21] scientific
[19] home
[19] need

Top Words in Tweet in G9:
[7] covid
[4] article
[4] mcfunny
[4] #covid
[3] carlsmythe
[3] kathmarval
[3] #longcovid
[3] longcovidkids
[3] jneill
[3] maureenstroud

Top Words in Tweet in G10:
[95] covid
[25] berniespofforth
[21] more
[20] being
[20] over
[18] nhs
[18] unless
[18] working
[18] facing
[18] italy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2329] covid,19
[225] contra,covid
[161] covid,vaccine
[154] americans,fry
[154] fry,covid
[153] abcdrih,americans
[130] covid,cases
[119] 19,vaccine
[108] cpi,covid
[108] end,covid

Top Word Pairs in Tweet in G1:
[341] covid,19
[26] contra,covid
[19] covid,vaccine
[14] 19,vaccine
[13] disaster,update
[13] update,today
[13] today,updatedisaster
[13] updatedisaster,#earthquake
[13] #earthquake,#deprem
[13] #deprem,#terremoto

Top Word Pairs in Tweet in G2:
[23] covid,19
[15] covid,cases
[12] defy,anyone
[12] anyone,government
[12] government,ministers
[12] ministers,included
[12] included,read
[12] read,exhaustive
[12] exhaustive,report
[12] report,state

Top Word Pairs in Tweet in G3:
[154] americans,fry
[154] fry,covid
[153] abcdrih,americans

Top Word Pairs in Tweet in G4:
[21] covid,19
[12] effets,indésirables
[10] infirmières,quittent
[10] quittent,l'hôpital
[10] l'hôpital,vague
[10] vague,démissions
[10] démissions,s'est
[10] s'est,accentuée
[10] accentuée,#covid
[10] énorme,manif

Top Word Pairs in Tweet in G5:
[24] covid,19
[11] year,old
[7] 19,vaccines
[6] vaccine,misinformation
[6] journalist,alex
[6] alex,berenson
[6] berenson,told
[6] told,world
[6] world,vaccinated
[6] vaccinated,less

Top Word Pairs in Tweet in G6:
[32] covid,19
[21] 100,crore
[16] 19,vaccination
[14] india,remarkable
[12] time,stop
[12] stop,undermining
[12] undermining,government
[12] government,efforts
[11] shri,narendramodi
[11] remarkable,covid

Top Word Pairs in Tweet in G7:
[72] barroso,alertou
[47] cpi,covid
[37] crime,genocídio
[36] urgente,barroso
[36] alertou,cpi
[36] cpi,crime
[36] genocídio,não
[36] não,sustentava
[36] sustentava,barroso
[36] alertou,aziz

Top Word Pairs in Tweet in G8:
[44] covid,19
[19] uk,government
[18] government,decide
[18] decide,need
[18] need,extra
[18] extra,scientific
[18] scientific,help
[18] help,deal
[18] deal,covid
[18] 19,crisis

Top Word Pairs in Tweet in G9:
[2] btw,intrigued
[2] intrigued,krug
[2] krug,reference
[2] reference,rsv
[2] rsv,covid
[2] covid,turn
[2] turn,article
[2] article,jhowardbrainmd
[2] jhowardbrainmd,see
[2] doritmi,dcgreenzone1

Top Word Pairs in Tweet in G10:
[17] italy,facing
[17] facing,over
[17] over,16
[17] 16,workforce
[17] workforce,being
[17] being,unemployed
[17] unemployed,banned
[17] banned,working
[17] working,unless
[17] unless,comply

Top Replied-To
Top Replied-To in Entire Graph:
@ukhsa
@covid_jp
@pastoralthings
@uk_domain_names
@sajidjavid
@janh00242690
@janainadobrasil
@neilmcmahon
@_friedrichmerz
@s10blade

Top Replied-To in G2:
@sajidjavid
@skynews
@bbcpolitics
@liamfox
@rammo_top_spurs
@thetimes
@respectisvital
@telegraph
@chantypied
@prppam

Top Replied-To in G4:
@polaris19710
@complotismus
@strategieduchoc
@boutaour
@chantalattia
@pascalpraud
@jbarn1986
@franceinfo
@emmanuelfiat
@marc_doyer

Top Replied-To in G5:
@cspanwj
@dr_m_davis
@mandatemasksny
@noorchashm
@azangrillo
@btysonmd
@mayoroflondon
@who
@faheemyounus
@newsmax

Top Replied-To in G6:
@arpan_jhalak21
@aajtak
@arghabo08477272
@ankit_rmu
@narendramodi
@divyanshu7088

Top Replied-To in G7:
@janainadobrasil
@jairbolsonaro
@kadmuso
@cryptopaul68

Top Replied-To in G8:
@trishgreenhalgh
@dinneratmikes
@georgeonthebay
@leoncscott543
@mariagallegobl

Top Replied-To in G9:
@doritmi
@longcovidkids
@jsaholmes
@wjack76995
@maureenstroud

Top Replied-To in G10:
@naughtynell101
@haslahlstopped
@gordon_sorrells
@chris73349338

Top Mentioned
Top Mentioned in Entire Graph:
@abcdrih
@brazilfight
@taebokkiii
@mailonline
@narendramodi
@gbnews
@cnn
@janainadobrasil
@folha
@nicolasmaduro

Top Mentioned in G1:
@updatedisaster
@hiremaidea
@cmdteptosan
@vastuullisuus
@william_wilder
@730_830
@petruscosas
@bartholomewbits

Top Mentioned in G2:
@doctor_oxford
@borisjohnson
@sajidjavid
@jolyonrubs
@silverrich39
@telegraph
@bbcnews
@skynews
@dailymailuk
@allisonpearson

Top Mentioned in G3:
@abcdrih

Top Mentioned in G4:
@f_philippot
@lci
@grandreset2030
@medic4allhuman
@yvespdb
@playthunderwolf
@gaumontrene
@cnews
@corinnereverbel

Top Mentioned in G5:
@emeraldrobinson
@cdcgov
@repthomasmassie
@hhsgov
@cleavon_md
@senronjohnson
@who
@debunkjunction
@nih
@nhs

Top Mentioned in G6:
@narendramodi
@pmoindia
@jpnadda
@bjp4india
@pti_news
@dpradhanbjp
@doptgoi
@manjeetjangra86
@mamataofficial
@mohfw_india

Top Mentioned in G7:
@brazilfight
@janainadobrasil
@jairbolsonaro
@mitags
@delegadozucco
@marcelloneves72
@msbsoares
@marcellepipa
@minfraestrutura
@atrombeta3

Top Mentioned in G8:
@trishgreenhalgh
@nytimes
@nbcnews
@richardjmurphy
@peoplesvaccine
@dfisman
@getbrexit_done
@heidinbc
@wulf_helm
@morris_ep

Top Mentioned in G9:
@mcfunny
@carlsmythe
@kathmarval
@jneill
@jhowardbrainmd
@dcgreenzone1
@birdy_rating_y
@peoplenotrobot1
@tony__heller
@smc99870541

Top Mentioned in G10:
@berniespofforth
@realjoelsmalley
@gluboco
@rwmalonemd
@drelidavid
@darrenplymouth
@fatemperor
@sciencewdrdoug
@markchangizi
@nadhimzahawi

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@zazoomblog
@tomthunkitsmind
@jornalistavitor
@tesco
@knewz_currently
@threadreaderapp
@ptjasamarga

Top Tweeters in G1:
@elnacionalweb
@caraotadigital
@la_patilla
@zazoomblog
@knewz_currently
@ptjasamarga
@infotextual
@berkleybearnews
@afropages
@liputan6dotcom

Top Tweeters in G2:
@tesco
@independent
@dailymirror
@guardian
@song_title
@skynews
@bbcnews
@telegraph
@shirleyyoung2
@vmrwanda

Top Tweeters in G3:
@jayyonce_xo
@yoangel
@clairobscur__
@rick_rlt
@tontebriggs
@stefvillal
@dhiasohee
@ixicee
@theafternoonn
@me0900

Top Tweeters in G4:
@lagrosta
@mfennormandie
@astsof
@yvespdb
@franceinfo
@sarah41659531
@cnews
@philvelissariou
@andre002nicolas
@gateta30

Top Tweeters in G5:
@elkehollings
@arnoyuma
@jeromepandell
@texasgunsandoil
@biedaboo
@ireland2020
@mimi_florida
@cornpop4trump45
@gilbmarie
@omegaman58

Top Tweeters in G6:
@aajtak
@dewbispeaks
@justice78602373
@zeenews
@pib_india
@bjp4india
@rajarss1925
@ddnewslive
@abpanandatv
@ndtvindia

Top Tweeters in G7:
@aurora__9
@mitags
@dnsemello
@josereldah
@marc49machado
@hhurbano
@cguedes1906
@leandro2404
@eroni_agertt
@dfdguimaraes

Top Tweeters in G8:
@johnjoechad
@jilevin
@nytimes
@passarelliallan
@el_carabobeno
@nycsouthpaw
@wfrolik
@nbcnews
@scarbro8
@rtaylor_libdem

Top Tweeters in G9:
@luigi_warren
@doritmi
@_mamadeb
@tony__heller
@patc63316307
@bylinetimes
@wjack76995
@takethatct
@mcfunny
@fillmorewhite

Top Tweeters in G10:
@madrynha2012
@sinemetuvivere
@metrouk
@raphaeldogg
@weaverbirder
@kwilliam111
@fatemperor
@nanhayworth
@katedagreat1111
@emmakennytv


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