COVID-19, Twitter, 11/26/2022 8:26:26 AM, 285004


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COVID-19_2022-11-26_00-00-01.xlsx
COVID-19_2022-11-26_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 26, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3V7hElD
@wallstreetsilv
@robertkennedyjr
@darkifranky
@kimdotcom
@elonmusk
@tatiann69922625
@didiermaisto
@accibock
@draseemmalhotra
@clarecraigpath

Top hashtags:
#prevención
#covid_19
#covid
#covid19
#diálogodepaz

Description:
Description
The graph represents a network of 8,898 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 Saturday, 26 November 2022 at 08:15 UTC.

The requested start date was Saturday, 26 November 2022 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, 18-minute period from Tuesday, 22 November 2022 at 11:59 UTC to Friday, 25 November 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 : 8898
Unique Edges : 4036
Edges With Duplicates : 12114
Total Edges : 16150
Number of Edge Types : 5
Retweet : 5580
MentionsInRetweet : 6156
Tweet : 2564
Replies to : 544
Mentions : 1306
Self-Loops : 2618
Reciprocated Vertex Pair Ratio : 0.0050985255615268
Reciprocated Edge Ratio : 0.0101453249245956
Connected Components : 2371
Single-Vertex Connected Components : 961
Maximum Vertices in a Connected Component : 1630
Maximum Edges in a Connected Component : 3457
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.652357
Graph Density : 9.21360876541356E-05
Modularity : 0.508007
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,898 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 Saturday, 26 November 2022 at 08:15 UTC.

The requested start date was Saturday, 26 November 2022 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, 18-minute period from Tuesday, 22 November 2022 at 11:59 UTC to Friday, 25 November 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:
[21] https://beckernews.com/44-lawsuit-forces-fda-to-retreat-over-prescribing-ivermectin-as-a-covid-19-treatment-47771/
[19] https://www.politifact.com/factchecks/2022/feb/09/newswars/no-clear-evidence-covid-19-vaccines-are-responsibl/
[17] https://www.forbes.com/sites/brucelee/2022/11/22/new-died-suddenly-film-pushes-unfounded-depopulation-claims-about-covid-19-vaccine/?sh=51398c5149d0
[15] https://www.soompi.com/article/1555524wpp/btobs-eunkwang-diagnosed-with-covid-19-2
[13] https://trib.al/YQnD1i6
[13] https://www.independent.ie/irish-news/health/achill-island-boy-14-died-three-weeks-after-getting-first-dose-of-pfizer-covid-vaccine-inquest-hears-42162426.html
[10] https://www.npr.org/2022/05/19/1098543849/pro-trump-counties-continue-to-suffer-far-higher-covid-death-tolls
[10] https://calgaryherald.com/opinion/columnists/campbell-the-freedom-convoy-blockades-were-never-about-covid-19
[8] https://www.wsj.com/articles/china-recovery-hopes-crushed-by-record-covid-outbreak-as-lockdowns-spread-11669276266?mod=world_lead_story
[8] http://www.nhs.uk/conditions/vaccinations/flu-influenza-vaccine/

Top URLs in Tweet in G1:
[8] https://www.wsj.com/articles/china-recovery-hopes-crushed-by-record-covid-outbreak-as-lockdowns-spread-11669276266?mod=world_lead_story
[5] https://www.netwerk24.com/netwerk24/nuus/hof/appelhof-bekragtig-beslissing-oor-ivermektien-20221123
[4] http://www.nhs.uk/conditions/vaccinations/flu-influenza-vaccine/
[4] https://grandesmedios.com/hacer-ejercicio-covid-19/
[4] https://grandesmedios.com/vitamina-c-en-covid-19/
[3] https://wickedtruths.org/en/occult-symbolism-surrounding-covid-19/
[3] https://www.wired.it/article/covid-19-omicron-sottovarianti-evadono-risposta-immunitaria/
[3] https://www.despacho505.com/china-dona-a-nicaragua-medicina-natural-covid-19/
[3] https://actualidad.rt.com/actualidad/449449-record-casos-covid-china-restricciones?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=all
[3] https://thekeystonespeculator.blogspot.com/2022/11/coronavirus-covid-19-chronology-article_22.html

Top URLs in Tweet in G2:
[1] https://twitter.com/liz_churchill7/status/1595874857291595781
[1] https://insiderpaper.com/maskless-world-cup-scenes-spark-anger-in-zero-covid-china/
[1] https://on.ft.com/3tRiFT4
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-022-24053-4
[1] https://www.dailymail.co.uk/news/article-8793235/Matt-Hancock-wrongly-claims-vitamin-D-doesnt-work-Covid-19.html?ito=native_share_article-nativemenubutton
[1] https://twitter.com/WallStreetSilv/status/1594918279801602049

Top URLs in Tweet in G3:
[5] https://www.vtv.gob.ve/dia-980-lucha-covid-21112022/
[3] https://www.vtv.gob.ve/dia-981-lucha-covid-21112022/
[3] https://www.vtv.gob.ve/dia-982-lucha-covid-22112022/
[2] https://www.aporrea.org/internacionales/n378606.html
[2] https://www.telesurtv.net/news/salvador-presenta-pico-contagios-ola-covid-20221124-0030.html
[2] https://www.noticierovenevision.net/noticias/salud/china-notifica-4010-nuevos-casos-de-covid-19
[2] https://www.noticierovenevision.net/noticias/internacional/china-y-brasil-reavivan-las-medidas-de-bioseguridad-por-repunte-de-covid-19
[2] https://rnv.gob.ve/prensa/?p=353689
[1] https://www.vtv.gob.ve/dia-983-lucha-covid-23112022/
[1] https://www.vtv.gob.ve/dia-984-lucha-covid-24112022-2/

Top URLs in Tweet in G4:
[2] https://www.ladepeche.fr/2022/11/25/vrai-ou-faux-covid-19-les-chiffres-du-statut-vaccinal-des-malades-hospitalises-et-decedes-ont-ils-ete-caches-par-le-ministere-10826937.php
[1] https://www.diplomatie.gouv.fr/fr/le-ministere-et-son-reseau/actualites-du-ministere/informations-coronavirus-covid-19/coronavirus-declarations-et-communiques/article/envoi-de-fret-medical-en-solidarite-avec-la-chine-a-destination-des-structures
[1] https://twitter.com/didiermaisto/status/1596089685855584262
[1] https://www.francesoir.fr/societe-sante/covid-une-etude-montre-qu-un-professionnel-de-sante-sur-quatre-incapables-d-aller
[1] https://www.youtube.com/watch?v=irCkkcFYnDE&feature=youtu.be

[1] https://www.mdpi.com/2076-393X/10/11/1889
[1] https://fr.news.yahoo.com/covid-19-coup-gueule-d%C3%A9put%C3%A9-203442170.html?soc_src=social-sh&soc_trk=tw
[1] https://www.tf1info.fr/international/nuremberg-2-l-organisateur-d-un-faux-proces-des-complotistes-du-covid-19-accuse-d-avoir-accapare-1-3-million-d-euros-de-dons-2233512.html

Top URLs in Tweet in G5:
[2] https://m.blog.naver.com/goodozone/222933772208
[2] https://www.zerohedge.com/covid-19/how-money-gates-and-ftx-bought-scientific-silence
[2] https://m.theepochtimes.com/mkt_app/prime-age-mortality-remains-elevated-even-as-covid-19-fades_4880283.html
[1] https://childrenshealthdefense.org/defender/massachusetts-death-certificates-excess-mortality-covid-vaccines/
[1] https://childrenshealthdefense.org/defender/workers-compensation-covid-vaccine-injury-victims/
[1] https://childrenshealthdefense.org/defender/covid-vaccine-mandate-lawsuits-nike-washington-state-university/
[1] https://twitter.com/DailyCaller/status/1595107914460860416
[1] https://m.blog.naver.com/PostView.naver?blogId=namukr1&logNo=222658579922
[1] https://m.blog.naver.com/PostView.naver?blogId=namukr1&logNo=222573031537
[1] https://www.gatesfoundation.org/ideas/articles/covid19-contributions

Top URLs in Tweet in G6:
[5] https://www.mdpi.com/2076-393X/10/11/1889
[2] https://onlinelibrary.wiley.com/doi/10.1002/ehf2.14229
[1] https://twitter.com/usmortality/status/1595250997969944582
[1] https://www.mdpi.com/2076-393X/10/10/1651
[1] https://journals.lww.com/md-journal/Fulltext/2022/10140/Silent_progressive_bilateral_papillitis_after.103.aspx
[1] https://onlinelibrary.wiley.com/doi/10.1002/ccr3.6505
[1] https://link.springer.com/article/10.1007/s11239-022-02732-3
[1] https://twitter.com/fgidf98fj9jh0h/status/1595927864288821248
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9610448/
[1] https://www-ncbi-nlm-nih-gov.translate.goog/pmc/articles/PMC9610448/?_x_tr_sl=en&_x_tr_tl=fr&_x_tr_hl=fr&_x_tr_pto=wapp

Top URLs in Tweet in G7:
[2] https://www.livemint.com/science/health/in-first-wave-over-two-thirds-of-patients-developed-long-covid-19-study-11669016540984.html
[2] https://neurosciencenews.com/post-covid-brain-21904/
[1] https://www.news-medical.net/news/20221124/Study-finds-that-pediatric-stroke-is-associated-with-COVID-19-infections-but-not-with-multisystem-inflammatory-syndrome.aspx
[1] https://www.cnn.com/2022/11/24/health/covid-19-thanksgiving-bq/index.html
[1] https://thenewdaily.com.au/news/politics/2022/07/12/covid-surging-rat-test-accuracy/
[1] https://www.nih.gov/news-events/nih-research-matters/covid-19-disrupts-gut-microbiome
[1] https://www.cbc.ca/news/world/china-coronavirus-lockdown-beijing-1.6662651
[1] https://healthcare.utah.edu/publicaffairs/news/2022/11/covid-pediatric-stroke.php
[1] https://pubmed.ncbi.nlm.nih.gov/36418912/
[1] https://www.france-assos-sante.org/communique_presse/lettre-ouverte-aux-depute-e-s-obligation-de-vaccination-anti-covid-19-pour-les-soignants-un-maintien-imperatif/

Top URLs in Tweet in G8:
[1] https://rumble.com/v1wac7i-world-premier-died-suddenly.html
[1] https://www.youtube.com/watch?v=vw7YXUZ1SL0&feature=youtu.be

[1] https://www.thehindu.com/sci-tech/technology/apple-iphone-protest-taiwan-zhengzhou-supplier-foxconn-apologises-hiring-blunder-covid-19-china-plant/article66177389.ece
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-022-24053-4
[1] https://iceni.substack.com/p/covid-19-a-web-of-corruption
[1] https://twitter.com/kimdotcom/status/1595809751438614529
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/shionogi-shares-rise-more-than-4-after-report-covid-19-drug-gaining-efficacy-2022-11-22/?taid=637c7a81eaedf2000109e58f&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/novavax-ends-covid-vaccine-sale-agreement-with-gavi-2022-11-21/?taid=637c76fcce922e00017b2757&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[1] https://jamanetwork.com/journals/jamainternalmedicine/fullarticle/2796235

Top URLs in Tweet in G9:
[5] https://petition.parliament.uk/petitions/622974
[3] https://covid19.public-inquiry.uk/share-your-experience/
[3] https://petition.parliament.uk/petitions/628165
[2] https://petition.parliament.uk/petitions/619190
[1] https://www.hartgroup.org/covid-19-vaccines-in-pregnancy/
[1] https://health-infobase.canada.ca/covid-19/#a2
[1] https://www.actuaries.digital/2022/11/04/covid-19-mortality-working-group-another-month-of-high-excess-mortality-in-july-2022/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-022-24053-4
[1] https://twitter.com/david_conn/status/1595827749393932290
[1] https://twitter.com/JohnMasonMSP/status/1594395001269751810

Top URLs in Tweet in G10:
[21] https://beckernews.com/44-lawsuit-forces-fda-to-retreat-over-prescribing-ivermectin-as-a-covid-19-treatment-47771/
[17] https://www.forbes.com/sites/brucelee/2022/11/22/new-died-suddenly-film-pushes-unfounded-depopulation-claims-about-covid-19-vaccine/?sh=51398c5149d0
[7] https://pubmed.ncbi.nlm.nih.gov/33088593/
[3] https://www.nbcnews.com/health/health-news/remdesivir-shouldn-t-be-used-hospitalized-covid-19-patients-who-n1248320
[2] http://history.It
[1] https://thekylebecker.substack.com/p/doctors-lawsuit-forces-fda-to-retreat?utm_source=twitter&utm_campaign=auto_share&r=16zqp
[1] https://rumble.com/v1wivia-dr.-mccullough-reacts-to-the-fda-pretending-it-didnt-stop-ivermectin-from-b.html
[1] http://19.It
[1] https://www.theepochtimes.com/health/ivermectin-overview_4854366.html?utm_source=News&src_src=News&utm_campaign=breaking-2022-11-21-1&src_cmp=breaking-2022-11-21-1&utm_medium=email&est=BkJ%2BDdaXaqut18%2BDK4XKW06HmeVqsfhP5%2BkygXOJj%2FQ2aGT2ImtX23pveFpIT8g%3D
[1] https://myvalleynews.com/blog/2022/02/03/covid-19-deaths-or-remdesivir-deaths/

Top Domains
Top Domains in Tweet in Entire Graph:
[200] twitter.com
[161] com.br
[55] nih.gov
[53] co.uk
[44] nhs.uk
[38] youtube.com
[33] forbes.com
[32] blogspot.com
[31] reuters.com
[29] theepochtimes.com

Top Domains in Tweet in G1:
[84] com.br
[50] twitter.com
[19] nhs.uk
[19] co.uk
[13] wsj.com
[10] nih.gov
[10] google.com
[8] grandesmedios.com
[8] amazon.com
[7] youtube.com

Top Domains in Tweet in G2:
[2] twitter.com
[1] insiderpaper.com
[1] ft.com
[1] nature.com
[1] co.uk

Top Domains in Tweet in G3:
[15] gob.ve
[4] noticierovenevision.net
[2] aporrea.org
[2] telesurtv.net
[1] bit.ly
[1] com.ve

Top Domains in Tweet in G4:
[2] ladepeche.fr
[1] gouv.fr
[1] twitter.com
[1] francesoir.fr
[1] youtube.com
[1] mdpi.com
[1] yahoo.com
[1] tf1info.fr

Top Domains in Tweet in G5:
[4] naver.com
[3] childrenshealthdefense.org
[2] zerohedge.com
[2] theepochtimes.com
[1] twitter.com
[1] gatesfoundation.org
[1] co.uk

Top Domains in Tweet in G6:
[7] twitter.com
[6] mdpi.com
[3] wiley.com
[2] translate.goog
[2] blogspot.com
[1] lww.com
[1] springer.com
[1] nih.gov
[1] nature.com
[1] childrenshealthdefense.org

Top Domains in Tweet in G7:
[2] livemint.com
[2] nih.gov
[2] neurosciencenews.com
[1] news-medical.net
[1] cnn.com
[1] com.au
[1] cbc.ca
[1] utah.edu
[1] france-assos-sante.org
[1] sfchronicle.com

Top Domains in Tweet in G8:
[2] reuters.com
[1] rumble.com
[1] youtube.com
[1] thehindu.com
[1] nature.com
[1] substack.com
[1] twitter.com
[1] jamanetwork.com

Top Domains in Tweet in G9:
[10] parliament.uk
[3] public-inquiry.uk
[3] twitter.com
[1] hartgroup.org
[1] canada.ca
[1] actuaries.digital
[1] nature.com
[1] theepochtimes.com
[1] thecountersignal.com

Top Domains in Tweet in G10:
[21] beckernews.com
[17] forbes.com
[7] nih.gov
[3] nbcnews.com
[2] history.it
[1] substack.com
[1] rumble.com
[1] 19.it
[1] theepochtimes.com
[1] myvalleynews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[516] prevención
[243] covid_19
[186] covid
[178] covid19
[92] diálogodepaz
[57] soloqueremossalvarvidas
[53] felizcumpleañospdtemaduro
[49] 44888
[47] laguayanaesequibaesnuestra
[39] china



Top Hashtags in Tweet in G1:
[53] covid19
[45] covid
[23] covid_19
[18] coronavirus
[10] news
[8] gujaratkibaat
[8] polripresisi
[7] polreslamogan
[7] kapolreslamongan
[6] china

Top Hashtags in Tweet in G2:
[2] wef
[2] covid_19
[2] covid

Top Hashtags in Tweet in G3:
[510] prevención
[86] diálogodepaz
[51] felizcumpleañospdtemaduro
[42] laguayanaesequibaesnuestra
[32] 11/23/2022 12:00:00 AM
[31] notisalud
[29] 11/25/2022 12:00:00 AM
[17] covid
[9] juventuduniversitaria
[8] 11/22/2022 12:00:00 AM

Top Hashtags in Tweet in G4:
[87] covid_19
[6] sudradio
[2] covid19
[1] macron
[1] borne
[1] soignantssuspendus
[1] pompierssuspendus
[1] soignantssupendus

Top Hashtags in Tweet in G5:
[1] vitamind

Top Hashtags in Tweet in G6:
[25] oslo
[5] reintegrationdessoignants
[1] safeandeffective
[1] covid_19
[1] effetssecondairesvaccins19
[1] pfizer

Top Hashtags in Tweet in G7:
[3] covid19
[3] covid_19
[3] covidisnotover
[2] covid19aus
[2] coronavirus
[1] neuroscience
[1] science
[1] longcovid
[1] sarscov2

Top Hashtags in Tweet in G8:
[6] china
[3] covid19
[2] apple
[2] foxconn
[1] diedsuddenly

Top Hashtags in Tweet in G10:
[1] drsc_report

Top Words
Top Words in Tweet in Entire Graph:
[6757] covid
[6341] 19
[667] contra
[623] control
[601] vtvcanal8
[519] soros
[516] #prevención
[452] george
[443] helped
[435] casos

Top Words in Tweet in G1:
[1000] covid
[973] 19
[85] em
[84] china
[77] casos
[77] contra
[68] 2022
[66] pandemic
[56] health
[53] #covid19

Top Words in Tweet in G2:
[434] covid
[429] 19
[414] control
[406] soros
[406] george
[404] instruments
[404] helped
[404] legitimize
[379] wallstreetsilv
[378] saying

Top Words in Tweet in G3:
[636] 19
[623] covid
[596] vtvcanal8
[510] #prevención
[266] bioseguridad
[257] medidas
[221] recuerda
[220] resfriado
[220] usar
[220] esfuerzo

Top Words in Tweet in G4:
[170] avais
[90] santé
[87] #covid_19
[86] système
[86] didiermaisto
[85] confiance
[85] notre
[85] jusqu
[85] jamais
[85] totale

Top Words in Tweet in G5:
[80] 19
[80] covid
[63] fauci
[63] dianaglebova
[63] answers
[62] personally
[62] demand
[62] ask
[62] origins
[62] attempted

Top Words in Tweet in G6:
[102] covid
[60] 19
[43] fait
[39] tatiann69922625
[38] dover63a
[32] semaine
[32] arrêt
[31] vacciné
[31] jouant
[31] trouvez

Top Words in Tweet in G7:
[98] covid
[92] 19
[39] meetjess
[32] stroke
[26] gut
[20] study
[18] infections
[18] children
[17] associated
[16] cognition

Top Words in Tweet in G8:
[83] govt
[82] kimdotcom
[46] chinese
[43] gain
[42] created
[42] funded
[42] function
[42] research
[41] come
[41] clean

Top Words in Tweet in G9:
[64] covid
[61] 19
[35] people
[28] clarecraigpath
[26] vitamin
[26] d3
[26] extrapolate
[26] entire
[26] 2020
[26] supplementation

Top Words in Tweet in G10:
[31] covid
[30] 19
[23] doctors'
[21] rights
[21] victory
[20] kylenabecker
[19] big
[19] fda
[18] peter
[18] dr

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6089] covid,19
[581] contra,covid
[479] vtvcanal8,#prevención
[444] george,soros
[434] 19,helped
[434] helped,legitimize
[420] legitimize,instruments
[420] instruments,control
[408] soros,covid
[375] quiet,part

Top Word Pairs in Tweet in G1:
[931] covid,19
[64] contra,covid
[54] 19,pandemic
[43] casos,covid
[26] #covid,19
[23] 19,booster
[19] 19,vaccine
[19] during,covid
[17] aumento,casos
[17] pandemia,covid

Top Word Pairs in Tweet in G2:
[429] covid,19
[406] george,soros
[404] helped,legitimize
[404] legitimize,instruments
[404] 19,helped
[404] instruments,control
[371] soros,covid
[369] quiet,part
[369] control,saying
[369] part,loud

Top Word Pairs in Tweet in G3:
[619] covid,19
[474] vtvcanal8,#prevención
[256] medidas,bioseguridad
[220] recuerda,usar
[220] bioseguridad,esfuerzo
[220] resfriado,recuerda
[220] usar,medidas
[220] gripe,resfriado
[220] presentas,gripe
[219] esfuerzo,propio

Top Word Pairs in Tweet in G4:
[85] douté,notre
[85] avais,douté
[85] système,santé
[85] notre,système
[85] confiance,totale
[85] lequel,avais
[85] jamais,avais
[85] avais,confiance
[85] santé,lequel
[85] jusqu,#covid_19

Top Word Pairs in Tweet in G5:
[80] covid,19
[62] times,personally
[62] fauci,several
[62] origins,covid
[62] several,times
[62] attempted,ask
[62] ask,fauci
[62] answers,origins
[62] personally,demand
[62] demand,answers

Top Word Pairs in Tweet in G6:
[58] covid,19
[32] fait,arrêt
[31] trouvez,jeune
[31] arrêt,cardiaque
[31] covid,semaine
[31] football,soit
[31] semaine,dernière
[31] cardiaque,jouant
[31] jouant,football
[31] jeune,fait

Top Word Pairs in Tweet in G7:
[88] covid,19
[17] 19,infections
[16] areas,associated
[16] associated,language
[16] brain,changes
[16] study,reveals
[16] significant,brain
[16] neuroimaging,study
[16] changes,areas
[16] language,comprehension

Top Word Pairs in Tweet in G8:
[42] funded,gain
[42] govt,funded
[42] function,research
[42] gain,function
[41] wuhan,lab
[41] lab,created
[41] chinese,govt
[41] come,clean
[41] govt,come
[41] research,wuhan

Top Word Pairs in Tweet in G9:
[61] covid,19
[26] extrapolate,results
[26] entire,population
[26] population,2020
[26] vitamin,d3
[26] results,vitamin
[26] d3,supplementation
[26] supplementation,entire
[25] quick,scream
[25] 19,jabs

Top Word Pairs in Tweet in G10:
[30] covid,19
[21] doctors',rights
[21] victory,doctors'
[18] peter,mccullough
[18] dr,peter
[17] lawsuits,surrounding
[17] big,legal
[17] flood,lawsuits
[17] fda,hit
[17] hit,flood

Top Replied-To
Top Replied-To in Entire Graph:
@ollibia457
@tomilahren
@ssn788_colorado
@sethdillon
@presssec
@abundantlanduse
@banounhelene
@enthoven_r
@randolfeap
@recordingacad

Top Replied-To in G2:
@wallstreetsilv
@liz_churchill7
@codypd

Top Replied-To in G4:
@walzemm
@librepenseure
@_lice40

Top Replied-To in G5:
@presssec
@jakeshieldsajj
@dianaglebova
@zerohedge
@marshablackburn

Top Replied-To in G6:
@benjami77894159

Top Replied-To in G7:
@suprion_verlag
@oldyesbutwise
@fluteold
@tigresseleanor

Top Replied-To in G8:
@kimdotcom
@whitehouse
@56keg

Top Replied-To in G9:
@dianeberwick641
@mamamaisonbleu
@ukcitizen2021
@magnusllewellin
@clarecraigpath

Top Replied-To in G10:
@_janey_j
@suchdevkarishma
@seagertp
@urlifemattersor
@kekeydoyoulove1
@boyplanetary
@liz_wheeler
@benny61ansson
@rcampbellmc58
@kimberl16884781

Top Mentioned
Top Mentioned in Entire Graph:
@vtvcanal8
@wallstreetsilv
@didiermaisto
@kimdotcom
@choquei
@dianaglebova
@pcivil_cumana
@robertkennedyjr
@mellziland
@marcvidal

Top Mentioned in G1:
@kazimbridges
@europe_israel
@las5mx
@red933mx
@genkii888
@rsapjournal
@pautamedica
@lasthawk33
@innov_medicine
@danalloydthomas

Top Mentioned in G2:
@wallstreetsilv
@liz_churchill7
@theinsiderpaper
@max1ci6
@financialtimes
@pennridge_gop
@nursenomore777
@mariapaularfer
@apocalypse0s

Top Mentioned in G3:
@vtvcanal8
@cristob41915018
@minsaludve
@yami2336
@tssvenezuela
@atencionanciano
@45uea
@amadazurda
@franalabi
@pltn3macaracuay

Top Mentioned in G4:
@didiermaisto
@sinedwarrior
@andrebercoff
@falconfrederic
@sudradio
@flepenven
@martinewonner
@rtlfrance
@tatiann69922625
@f_philippot

Top Mentioned in G5:
@dianaglebova
@robertkennedyjr
@gillianmckeith
@wallstreetsilv
@pakag2020
@presssec
@gedhurst
@zerohedge

Top Mentioned in G6:
@tatiann69922625
@dover63a
@caudehenrion
@andromaque19841
@marchalombre_
@benjami77894159
@mounotella
@amine_umlil
@drmunyangi
@acadmed

Top Mentioned in G7:
@meetjess
@yash25571056
@neurosciencenew
@1goodtern
@kunstjonas
@bnofeed
@tigresseleanor
@dbraevn
@loscharlos
@decharlisons

Top Mentioned in G8:
@kimdotcom
@pfizer
@albertbourla
@draseemmalhotra
@steve_hanke
@martymakary
@vonrosenchild
@hubbucket
@reuters_health
@elonmusk

Top Mentioned in G9:
@clarecraigpath
@dominiquetaegon
@razzlededazzle
@hicksyalex
@akheriaty
@profnfenton
@brydenbradley
@draseemmalhotra
@desmondswayne

Top Mentioned in G10:
@kylenabecker
@absolutewithe
@elonmusk
@paulturner2012
@_janey_j
@wallstreetsilv
@nowyouhavedone1
@twitter
@reservoirdogz76
@urlifemattersor

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@uber_support
@kompascom
@detikcom
@agendaonline
@andyvermaut
@exomedios
@reporteactivo
@donsinoptico
@ultratextual

Top Tweeters in G1:
@kompascom
@agendaonline
@andyvermaut
@exomedios
@reporteactivo
@donsinoptico
@ultratextual
@okezonenews
@portaldiarioar
@tuitores

Top Tweeters in G2:
@cnovelo66
@jussaragama3
@financialtimes
@marvinicio
@carlosbarbosaa3
@cowboy082478
@katarhol5
@zaipapa
@petersthoughts
@ingridtuinstra1

Top Tweeters in G3:
@telesurtv
@vtvcanal8
@noticierovv
@laradiodelsur
@rnvinformativa
@aporrea
@vistacha
@jguedez29
@mippcivzla
@rafaelrs110

Top Tweeters in G4:
@sylvita30
@diabolo741
@rtlfrance
@52fabienne
@drolette11
@setefrance
@tonyrmj_tony
@bescoubes
@gaellem15
@patron_pme

Top Tweeters in G5:
@zerohedge
@mcarsonaos
@pray_4truth
@playstrumpcard
@carolyn49295412
@noowaada
@m_jaramillo_333
@tazatator
@franzhaid
@flavr7

Top Tweeters in G6:
@madrynha2012
@evelyneyant94
@debrouille92
@grobisr
@reginevalsot
@andre002nicolas
@albanie_jose
@sgambfil
@nicolette_vilo
@francoise17deux

Top Tweeters in G7:
@oteachjohn
@hpfulcanadian
@saffiya_khan1
@cabbidges
@lacunalingua_3
@imelda_mairead
@lizad0little
@thembmoracle
@markissiosk
@benking01

Top Tweeters in G8:
@vonrosenchild
@the_hindu
@hubbucket
@realcanuck7
@c4i7z
@deinhardttimea
@mongthemad
@takashimichaels
@christi40330644
@karenshop

Top Tweeters in G9:
@imchaffie
@rossmcleansec
@greenbagbles
@daveatherton20
@hhepplewhite
@drteckkhong
@stephenplundy
@jamesdelingpole
@solarcoinnews
@oxyginnt

Top Tweeters in G10:
@s_soteria
@trollcolors
@officialosasuyi
@paulturner2012
@juanhs17
@rodney91100
@patricksavalle
@face_victory
@nl75
@iknet