COVID, Twitter, 12/8/2022 10:35:17 AM, 285784


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COVID_2022-12-08_02-12-33.xlsx
COVID_2022-12-08_02-12-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 08, 2022
Short Description:
COVID via NodeXL https://bit.ly/3VGxyE5
@elonmusk
@drelidavid
@berniespofforth
@zackbornstein
@1saexistindo
@pierre_gtil
@ad_vitam44_
@ouvrelacage
@covid_engineer
@angelarayner

Top hashtags:
#covid
#covid19
#covid_19
#prevención
#jornadadevacunación
#pfizer

Description:
Description
The graph represents a network of 10,625 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 Thursday, 08 December 2022 at 10:27 UTC.

The requested start date was Thursday, 08 December 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 2-day, 0-hour, 4-minute period from Monday, 05 December 2022 at 12:15 UTC to Wednesday, 07 December 2022 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 : 10625
Unique Edges : 6002
Edges With Duplicates : 11535
Total Edges : 17537
Number of Edge Types : 5
Retweet : 5219
MentionsInRetweet : 6045
Replies to : 1386
Tweet : 2853
Mentions : 2034
Self-Loops : 2897
Reciprocated Vertex Pair Ratio : 0.00380867032597737
Reciprocated Edge Ratio : 0.00758843879031358
Connected Components : 2757
Single-Vertex Connected Components : 877
Maximum Vertices in a Connected Component : 2972
Maximum Edges in a Connected Component : 6375
Maximum Geodesic Distance (Diameter) : 44
Average Geodesic Distance : 13.066153
Graph Density : 7.93851878100638E-05
Modularity : 0.569897
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 10,625 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 Thursday, 08 December 2022 at 10:27 UTC.

The requested start date was Thursday, 08 December 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 2-day, 0-hour, 4-minute period from Monday, 05 December 2022 at 12:15 UTC to Wednesday, 07 December 2022 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:
[23] https://jp.reuters.com/article/china-covid-idJPKBN2SP0N3
[21] https://www.cnbc.com/2022/12/05/cdc-encourages-people-to-wear-masks-to-prevent-spread-of-covid-flu-rsv.html
[20] https://www.cnbc.com/amp/2022/12/05/cdc-encourages-people-to-wear-masks-to-prevent-spread-of-covid-flu-rsv.html
[17] https://www.fpcs.es/el-covid-y-la-cultura-del-miedo/
[16] https://nationalpost.com/news/politics/auditor-general-27-billion-suspicious-covid-payments
[13] https://nypost.com/2022/12/03/scientist-who-worked-at-wuhan-lab-says-covid-man-made-virus/
[13] https://www.thesun.co.uk/news/20543847/wuhan-lab-warning-covid-lab-leak/
[12] https://rnv.gob.ve/prensa/?p=354509
[11] https://www.theage.com.au/national/victoria/children-s-hospital-blames-covid-induced-staff-shortages-surge-in-demand-for-unprecedented-waiting-times-20221206-p5c42c.html
[10] https://www.mirror.co.uk/news/politics/major-covid-fraud-taskforce-being-28659963

Top URLs in Tweet in G1:
[5] https://elpais.com/internacional/2022-12-07/china-da-por-muerta-la-politica-de-cero-covid-tras-las-protestas-sociales.html
[4] https://www.theguardian.com/world/2022/dec/04/china-accused-of-flooding-social-media-spam-covid-protests
[4] https://www.casaitaliaradio.com/
[3] https://www.nbcnews.com/tech/security/chinese-hackers-covid-fraud-millions-rcna59636
[3] https://www.hindustantimes.com/world-news/chinas-xi-jinping-rejects-western-vaccines-despite-threat-from-protests-report-101670116658468.html
[3] https://petition.parliament.uk/petitions/628165
[2] https://twitter.com/news24/status/1599671206172573696
[2] https://www.thesun.co.uk/news/20543847/wuhan-lab-warning-covid-lab-leak/
[2] https://news.orf.at/
[2] https://sweden.info-teknologi.web.id/2022/12/05/china-lockert-einige-null-covid-masnahmen-news-orf-at/

Top URLs in Tweet in G2:
[4] https://dailysceptic.org/2022/12/06/u-k-approves-pfizer-covid-vaccine-for-babies-despite-study-showing-1-in-500-hospitalised-with-side-effects/
[3] https://petition.parliament.uk/petitions/628165
[3] https://pubmed.ncbi.nlm.nih.gov/35768006/
[2] https://www.pandata.org/accountability-failed-covid-policy-measures-and-mandates/
[2] https://www.dailymail.co.uk/news/article-11500659/Matt-Hancock-says-ridiculed-Westminster-faith-Covid-vaccine.html
[2] https://journals.aai.org/jimmunol/article/207/10/2405/234284/Cutting-Edge-Circulating-Exosomes-with-COVID-Spike
[2] https://www.dailymail.co.uk/health/article-11508165/UK-approves-Covid-vaccines-BABIES-Medical-watchdog-says-lower-dose-Pfizer-jab-safe.html
[2] https://trib.al/2TpoptK
[1] https://apnews.com/article/china-technology-beijing-business-international-news-bf75dd1c26c947b7826d270a16e2658a
[1] https://www.news.com.au/lifestyle/health/health-problems/excess-deaths-in-2022-incredibly-high-at-13-per-cent/news-story/2a33dfeeb7476765da4e237c59f59bf7

Top URLs in Tweet in G3:
[3] https://jme.bmj.com/content/early/2022/12/05/jme-2022-108449
[2] https://hannity.com/media-room/no-amnesty-desantis-will-hold-covid-vax-manufacturers-accountable-for-side-effects/?utm_source=socialflow
[2] https://twitter.com/kevinbardosh/status/1599866819988578304
[2] https://www.cdc.gov/vaccines/acip/meetings/downloads/slides-2022-09-01/05-COVID-Shimabukuro-508.pdf
[2] https://www.msn.com/en-us/news/world/scientist-who-worked-at-wuhan-lab-says-covid-was-man-made-virus/ar-AA14RQbg?li=BBnbfcL
[1] https://twitter.com/sgriffin_lab/status/1600173405268893706
[1] https://www.youtube.com/watch?v=bCi9Xpag4FM&feature=youtu.be

[1] https://www.commonsense.news/p/covid-vaccines-shouldnt-be-routine
[1] https://twitter.com/HelenBranswell/status/1599516997913493504
[1] https://twitter.com/Adnkronos/status/1600218608029863946

Top URLs in Tweet in G4:
[7] https://www.theage.com.au/national/victoria/children-s-hospital-blames-covid-induced-staff-shortages-surge-in-demand-for-unprecedented-waiting-times-20221206-p5c42c.html
[6] https://theconversation.com/ventilation-reduces-the-risk-of-covid-so-why-are-we-still-ignoring-it-194820
[5] https://www.ausdoc.com.au/news/doctors-want-re-introduction-of-masking-mandates-for-indoor-public-places-as-covid-19-cases-rise/
[4] https://www.rrr.org.au/explore/podcasts/uncommon-sense/episodes/6333-professor-brendan-crabb-on-the-scientific-reality-of-covid-19-for-all-australians
[2] https://www.moneyweb.co.za/news/companies-and-deals/long-covid-is-causing-a-significant-increase-in-deaths/
[1] https://aus.social/@mike_honey_/109472217842928411
[1] https://www.adelaidenow.com.au/coronavirus/sas-covid-vaccination-clinics-closing-by-the-end-of-the-week/news-story/3fe71aff0cce5881081b570b00f7b9a8
[1] https://www.theaustralian.com.au/subscribe/news/1/?sourceCode=TAWEB_WRE170_a_GGL&dest=https%3A%2F%2Fwww.theaustralian.com.au%2Fnation%2Fmolnupiravir-effective-covid-antiviral-acting-cmo-michael-kidd%2Fnews-story%2F728062fb5e9d657e4443c3504ec6a34b&memtype=registered&mode=premium&v21=dynamic-high-test-score&V21spcbehaviour=append
[1] https://twitter.com/UncommonSense3R/status/1600041210949009409
[1] https://www.gov.uk/guidance/people-with-symptoms-of-a-respiratory-infection-including-covid-19

Top URLs in Tweet in G5:
[12] https://rnv.gob.ve/prensa/?p=354509
[2] https://www.vtv.gob.ve/dia-994-lucha-covid-05122022-2/
[2] http://www.laradiodelsur.com.ve/covid-19-venezuela-registro-en-las-ultimas-horas-71-nuevos-contagios/
[2] http://www.laradiodelsur.com.ve/bolivia-habilita-quinta-dosis-de-refuerzo-contra-la-covid-19/
[1] https://www.vtv.gob.ve/dia-994-lucha-covid-05122022-2-2/
[1] http://www.laradiodelsur.com.ve/en-venezuela-se-registraron-50-nuevos-contagios-de-covid-19/
[1] https://www.mincyt.gob.ve/investigadora-llama-a-no-bajar-la-guardia-contra-la-covid-19-ante-nuevos-casos-positivos/

Top URLs in Tweet in G6:
[5] https://petermcculloughmd.substack.com/p/covid-19-vaccines-what-they-are-how
[2] https://www.france24.com/fr/asie-pacifique/20221207-la-chine-annonce-un-all%C3%A8gement-g%C3%A9n%C3%A9ral-des-restrictions-contre-le-covid-19?ref=tw_i
[2] https://www.lemonde.fr/international/article/2022/12/07/la-chine-abandonne-de-facto-sa-politique-zero-covid_6153322_3210.html?utm_medium=Social&utm_source=Twitter#Echobox=1670408193
[2] https://clicktotweet.com/fS9Kz+
[2] https://pubmed.ncbi.nlm.nih.gov/24549845/
[1] https://twitter.com/songpinganq/status/1527802317491167233/video/1
[1] https://www.politico.eu/article/pfizer-coronavirus-albert-bourla-europea-union-refuses-testify/amp/
[1] https://brownstone.org/articles/not-even-n95-masks-work-to-stop-covid/
[1] https://rumble.com/v1z2gi7-4-x-jabbed-australian-pm-down-with-covid.-again..html
[1] https://magspress.com/cdc-1-1-million-americans-have-died-due-to-covid-vaccines-stunning-admission/

Top URLs in Tweet in G7:
[2] https://www.nytimes.com/2022/09/14/nyregion/nyc-covid-job-losses.html
[2] https://justthenews.com/government/congress/lawmakers-drop-covid-vaccine-mandate-annual-defense-bill-despite-biden
[2] https://www.forbes.com/sites/stevensalzberg/2022/10/24/gain-of-function-experiments-at-boston-university-create-a-deadly-new-covid-19-virus-who-thought-this-was-a-good-idea/
[1] https://www.foxnews.com/opinion/time-end-military-covid-vaccine-mandate
[1] https://jme.bmj.com/content/early/2022/12/05/jme-2022-108449
[1] https://www.bloomberg.com/news/articles/2022-12-07/china-eases-covid-restrictions-in-major-shift-in-virus-policy
[1] https://bit.ly/3P8pWYu
[1] https://www.youtube.com/watch?v=6NoCwQqqh44&feature=youtu.be

[1] https://www.livemint.com/news/world/nobel-winning-scientist-claims-covid-19-virus-was-man-made-in-wuhan-lab-11587303649821.html

Top URLs in Tweet in G8:
[14] https://www.cnbc.com/amp/2022/12/05/cdc-encourages-people-to-wear-masks-to-prevent-spread-of-covid-flu-rsv.html
[5] https://www.abc.net.au/news/health/2022-12-02/covid-immune-system-infection-virus-rsv-cold-flu-respiratory/101716360
[3] https://www.theage.com.au/national/victoria/children-s-hospital-blames-covid-induced-staff-shortages-surge-in-demand-for-unprecedented-waiting-times-20221206-p5c42c.html
[2] https://www.livemint.com/opinion/columns/anyone-who-s-had-covid-must-watch-out-for-stroke-symptoms-11667752060092.html
[2] https://fortune.com/well/2022/11/29/covid-can-hurt-your-gut-microbiome-stomach-probiotics-gi-symptoms-diarrhea-nausea-pain-loss-appetite-good-friendly-bacteria/
[2] https://www.bbc.com/news/uk-scotland-north-east-orkney-shetland-58724980
[2] https://www.vaccines.gov/
[2] https://twitter.com/USMNT/status/1598697245154504707
[2] https://jamanetwork.com/journals/jama-health-forum/fullarticle/2799427?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=120622#.Y4_DNdovJOM.twitter
[1] https://twitter.com/bendorries76/status/1600236013766737920

Top URLs in Tweet in G9:
[1] https://twitter.com/verity_france/status/1466006475067858948
[1] https://twitter.com/DrEliDavid/status/1600137895204880384
[1] https://cogiito.com/a-la-une/les-vaccins-covid-19-sur-les-bebes-provoquent-des-lesions-cerebrales-des-convulsions-et-des-eruptions-cutanees-qui-sont-des-effets-secondaires-enregistres-dans-le-vaers/
[1] https://www.zdf.de/nachrichten/panorama/corona-long-covid-impfung-impfschaeden-100.html
[1] https://twitter.com/bfmtv/status/1599825935544500225
[1] https://twitter.com/pgtzsche1/status/1599666393682968576
[1] https://twitter.com/apollineWakeUp/status/1599507409990406144
[1] https://twitter.com/hope13071/status/1598909496289435650
[1] https://www.washingtonpost.com/politics/2022/11/23/vaccinated-people-now-make-up-majority-covid-deaths/

Top URLs in Tweet in G10:
[1] https://theconversation.com/ventilation-reduces-the-risk-of-covid-so-why-are-we-still-ignoring-it-194820
[1] https://twitter.com/eixopolitico/status/1599784307903512577
[1] https://www.cedars-sinai.org/newsroom/covid-19-surges-linked-to-spike-in-heart-attacks/
[1] https://www.washingtonpost.com/business/2022/09/13/rail-strike-economy-impact/
[1] https://twitter.com/brycecovert/status/1597588271076630529

Top Domains
Top Domains in Tweet in Entire Graph:
[313] twitter.com
[108] co.uk
[52] cnbc.com
[51] reuters.com
[51] com.br
[48] blogspot.com
[38] nationalpost.com
[37] nypost.com
[31] com.au
[29] theguardian.com

Top Domains in Tweet in G1:
[73] twitter.com
[22] com.br
[16] co.uk
[11] geniouxfacts.com
[8] cnbc.com
[8] theguardian.com
[7] wsj.com
[7] nbcnews.com
[7] youtube.com
[7] com.ar

Top Domains in Tweet in G2:
[8] co.uk
[6] twitter.com
[5] dailysceptic.org
[4] parliament.uk
[3] nih.gov
[2] pandata.org
[2] aai.org
[2] trib.al
[1] apnews.com
[1] com.au

Top Domains in Tweet in G3:
[9] twitter.com
[3] bmj.com
[2] hannity.com
[2] youtube.com
[2] washingtonexaminer.com
[2] cdc.gov
[2] msn.com
[1] commonsense.news
[1] adnkronos.com
[1] house.gov

Top Domains in Tweet in G4:
[14] com.au
[9] twitter.com
[6] theconversation.com
[4] org.au
[2] co.za
[2] net.au
[1] aus.social
[1] gov.uk
[1] vox.com
[1] threadreaderapp.com

Top Domains in Tweet in G5:
[16] gob.ve
[5] com.ve

Top Domains in Tweet in G6:
[6] twitter.com
[5] substack.com
[2] france24.com
[2] lemonde.fr
[2] clicktotweet.com
[2] nih.gov
[1] politico.eu
[1] brownstone.org
[1] rumble.com
[1] magspress.com

Top Domains in Tweet in G7:
[2] nytimes.com
[2] justthenews.com
[2] forbes.com
[1] foxnews.com
[1] bmj.com
[1] bloomberg.com
[1] bit.ly
[1] youtube.com
[1] livemint.com

Top Domains in Tweet in G8:
[15] cnbc.com
[8] twitter.com
[5] net.au
[3] com.au
[2] livemint.com
[2] washingtonpost.com
[2] fortune.com
[2] bbc.com
[2] frontiersin.org
[2] vaccines.gov

Top Domains in Tweet in G9:
[6] twitter.com
[1] cogiito.com
[1] zdf.de
[1] washingtonpost.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] theconversation.com
[1] cedars-sinai.org
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[282] covid
[144] covid19
[115] covid_19
[94] prevención
[63] jornadadevacunación
[58] pfizer
[51] longcovid
[48] twitterfiles
[46] china
[43] entérate



Top Hashtags in Tweet in G1:
[40] covid
[19] covid19
[12] china
[11] covid_19
[11] news
[5] kinerjabriq3
[5] economy
[5] pmqs
[4] uk
[4] covidisntover

Top Hashtags in Tweet in G2:
[2] covidisntover
[2] ecohealth
[1] pfizercarditis
[1] mhrafromwatchdogtoenabler
[1] clotshot
[1] immunotwitterjournalclub
[1] doofpotaffaires
[1] inlichtingendienst

Top Hashtags in Tweet in G3:
[5] schillaci
[4] cosentino
[3] cina
[3] covid
[2] vaccino
[2] covid19
[2] bmj
[1] eventiavversi
[1] obbligovaccinale
[1] lascienza

Top Hashtags in Tweet in G4:
[5] covidisnotover
[4] auspol
[4] vigilagainstcovid
[3] covid
[3] covid19aus
[3] longcovid
[3] covidisairborne
[2] covid_19
[2] köln
[2] nrw

Top Hashtags in Tweet in G5:
[94] prevención
[63] jornadadevacunación
[41] entérate
[35] navidadépocadereencuentro
[23] hueleanavidad
[13] venezuelaindestructible
[12] chávezporsiempre
[12] 06dic
[12] 6dic
[10] 07dic

Top Hashtags in Tweet in G6:
[3] chine
[2] afghanistan
[2] breaking
[2] china
[2] video
[2] twitterfiles
[1] breakingnews
[1] ultimahora
[1] guangzhou
[1] protests

Top Hashtags in Tweet in G7:
[46] twitterfiles
[2] virusesdonotexist
[2] coronahoax
[1] notalaborshortage
[1] chdtv

Top Hashtags in Tweet in G8:
[17] covid19
[12] covid
[10] bringbackmasks
[7] covidisairborne
[7] covidisnotover
[5] longcovid
[5] dosomething
[5] rsv
[3] wecandothis
[1] staywellthiswinter

Top Hashtags in Tweet in G9:
[18] pfizer
[3] covid
[2] bonjourchezvous
[2] macron
[2] covid_19
[2] jenemeferaipaspiquouzer
[2] jeneporteraipluslemasque
[1] bourla
[1] delestage
[1] edf

Top Words
Top Words in Tweet in Entire Graph:
[7604] covid
[1527] 19
[633] people
[453] china
[433] vaccine
[340] over
[321] more
[300] long
[282] #covid
[270] em

Top Words in Tweet in G1:
[851] covid
[251] 19
[119] china
[54] people
[40] #covid
[35] more
[32] zero
[32] vaccine
[29] 2022
[28] pra

Top Words in Tweet in G2:
[167] covid
[43] myocarditis
[43] drelidavid
[41] dr
[40] dying
[36] vaccine
[35] cardiologist
[33] suspended
[33] writing
[32] world

Top Words in Tweet in G3:
[156] covid
[43] 19
[43] cause
[40] paper
[32] young
[32] net
[32] harm
[28] 18
[28] take
[27] boosters

Top Words in Tweet in G4:
[212] covid
[34] albomp
[24] 19
[22] positive
[17] health
[17] alfred
[16] infection
[15] people
[15] test
[14] deaths

Top Words in Tweet in G5:
[245] covid
[218] 19
[165] vtvcanal8
[107] mascarilla
[95] mejor
[94] #prevención
[94] cuídate
[94] vacunas
[94] combate
[94] consciente

Top Words in Tweet in G6:
[131] covid
[55] elonmusk
[31] effects
[31] side
[30] injuries
[30] jungletwittter
[27] severe
[25] desantis
[24] manufacturers
[24] accountable

Top Words in Tweet in G7:
[130] covid
[75] chuckcallesto
[70] report
[67] vaccine
[57] old
[56] girl
[56] transplant
[56] breaking
[56] duke
[56] twitter

Top Words in Tweet in G8:
[167] covid
[54] 1goodtern
[45] people
[40] cdcgov
[29] immune
[19] 19
[19] system
[19] re
[19] children
[19] kids

Top Words in Tweet in G9:
[147] covid
[33] monde
[32] ce
[32] fait
[26] masque
[24] qu
[19] retour
[18] expliquer
[18] invitation
[18] notre

Top Words in Tweet in G10:
[242] pretending
[158] covid
[122] zackbornstein
[122] understand
[122] everything
[121] spiking
[121] ve
[121] tried
[121] over
[121] don

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1452] covid,19
[211] covid,vaccine
[205] long,covid
[172] manuelrico,hoy
[172] during,covid
[128] contra,covid
[125] don,understand
[124] aprobó,protocolo
[124] gobierno,ayuso
[124] días,gobierno

Top Word Pairs in Tweet in G1:
[245] covid,19
[26] zero,covid
[15] anti,covid
[14] long,covid
[14] 19,pandemic
[13] covid,policy
[11] covid,restrictions
[11] casos,covid
[11] during,covid
[10] covid,vaccine

Top Word Pairs in Tweet in G2:
[31] suspended,writing
[31] myocarditis,risk
[31] cited,cardiologist
[31] cardiologist,world
[31] mccullough,cited
[31] risk,covid
[31] world,suspended
[31] dr,mccullough
[31] writing,myocarditis
[30] drelidavid,dr

Top Word Pairs in Tweet in G3:
[43] covid,19
[27] young,adults
[25] 18,29
[25] harm,young
[25] clinical,harm
[25] analysis,suggests
[25] net,clinical
[20] boosters,cause
[20] suggests,covid
[20] lockdowns,cause

Top Word Pairs in Tweet in G4:
[24] covid,19
[13] elective,surgery
[11] live,covid
[9] re,covid
[9] covid,infection
[9] health,system
[8] deliberate,effort
[8] learned,live
[8] positive,covid
[8] effectively,addressing

Top Word Pairs in Tweet in G5:
[218] covid,19
[94] combate,covid
[94] mascarilla,vacunas
[94] consciente,cuídate
[94] combinación,mascarilla
[94] mejor,combinación
[94] vacunas,sé
[94] sé,consciente
[94] 19,mejor
[94] #prevención,combate

Top Word Pairs in Tweet in G6:
[31] side,effects
[25] severe,side
[24] manufacturers,accountable
[24] effects,injuries
[24] hold,manufacturers
[24] accountable,alleged
[24] plans,hold
[24] desantis,plans
[24] alleged,severe
[17] elonmusk,desantis

Top Word Pairs in Tweet in G7:
[58] covid,vaccine
[56] take,covid
[56] transplant,dying
[56] refusing,take
[56] old,girl
[56] duke,university
[56] 14,year
[56] university,refuses
[56] year,old
[56] kidney,transplant

Top Word Pairs in Tweet in G8:
[19] covid,19
[16] immune,system
[16] long,covid
[13] recommending,masking
[13] covid,infection
[13] shit,cdcgov
[13] never,stopped
[13] holy,shit
[13] masking,again
[13] again,personally

Top Word Pairs in Tweet in G9:
[18] seconde,fois
[18] parlement,européen
[18] celui,mensonge
[18] tant,retour
[18] fois,notre
[18] covid,devrait
[18] ce,n'est
[18] expliquer,parlement
[18] refuse,seconde
[18] pdg,#pfizer

Top Word Pairs in Tweet in G10:
[122] understand,covid
[121] everything,pretending
[121] covid,spiking
[121] spiking,again
[121] pretending,over
[121] don,understand
[121] ve,tried
[121] again,ve
[121] over,pretending
[121] tried,everything

Top Replied-To
Top Replied-To in Entire Graph:
@amberloyse
@whitehouse
@potus
@bfmtv
@elonmusk
@choquei
@harrysbrasil
@lci
@chuckcallesto
@tryangregory

Top Replied-To in G1:
@tizim_info

Top Replied-To in G2:
@swaledalemutton
@harveywall15
@newscomauhq
@hectorponsonby
@thejikky
@foxnews
@dominiquetaegon
@kilzerandrew
@thesiriusreport
@unitynewsnet

Top Replied-To in G3:
@mcuban
@maolesen
@sethdillon
@seanhannity
@imelda_mairead
@citizenjournos_
@profcalumsemple
@sanjeev_sabhlok
@mabsoud
@wayneselanne

Top Replied-To in G4:
@nobodyimpawtant
@pondero60943260
@albomp
@sparnis
@crabbbrendan
@juliairwinator
@michrajah
@elsajade3
@daryltractor
@smackystryker

Top Replied-To in G6:
@elonmusk
@berniespofforth
@charliekirk11
@jennifersey
@allisonpearson
@artsoniq
@kimdotcom
@riseupandresist
@magagem1
@nomad_1x

Top Replied-To in G7:
@chuckcallesto
@randpaul
@rapica3
@alejand18981612
@thobishop
@belspine

Top Replied-To in G8:
@1goodtern
@senategop
@meetjess
@goodwillmel
@jo_woods11
@putneyfleur
@sisu4democracy
@cdcdirector
@potus
@zaleskiluke

Top Replied-To in G9:
@flahault
@publicsenat
@philippejuvin
@moniqueplaza3
@borowskimike
@ericfleutelot
@madickhkg
@levypatrick9
@isabellebore
@annette_lexa

Top Replied-To in G10:
@bluegreenbby
@bancadaativista
@bobsinkerii
@anaadhdavenger
@zackbornstein

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@vtvcanal8
@zackbornstein
@chuckcallesto
@songpinganq
@1goodtern
@america1stlegal
@elonmusk
@angelarayner
@drelidavid

Top Mentioned in G1:
@spectatoroz
@markchangizi
@fillou911
@lindami56155677
@csranga
@georgeo79369487
@osamundr
@portalabchoy
@elqueloscritic2
@ilcoperchio

Top Mentioned in G2:
@drelidavid
@toadmeister
@draseemmalhotra
@dominiquetaegon
@beverleyturner
@clarecraigpath
@soniapoulton
@thejikky
@respect65
@ld_sceptics

Top Mentioned in G3:
@kevinbardosh
@gbdeclaration
@vprasadmdmph
@repthomasmassie
@ortigiap
@shamezladhani
@mattwridley
@aghuff
@drjbhattacharya
@martinkulldorff

Top Mentioned in G4:
@albomp
@nobodyimpawtant
@crabbbrendan
@abcaustralia
@sparnis
@wsbgnl
@ragesheen
@mackayim
@lisa_iannattone
@drkerrynphelps

Top Mentioned in G5:
@vtvcanal8
@arianny06348146
@gnbgarantedepaz
@rnvinformativa
@cmdte_uiccarora
@mippcivzla
@tssvenezuela
@laradiodelsur
@delcyrodriguezv
@mariangela1574

Top Mentioned in G6:
@elonmusk
@jungletwittter
@berniespofforth
@justin_hart
@magagem1
@ckellyuap
@allisonpearson
@nomad_1x
@justintrudeau
@kacdnp91

Top Mentioned in G7:
@chuckcallesto
@america1stlegal
@senronjohnson
@randpaul
@rapica3
@flsurgeongen
@pierrepoilievre
@pat77432407
@childrenshd
@mikekoeth

Top Mentioned in G8:
@1goodtern
@cdcgov
@drericding
@theangryepi
@zaleskiluke
@morganstephensa
@keetmuise
@meetjess
@jeffgilchrist
@ukhsa

Top Mentioned in G9:
@v_joron
@rene_chiche
@alexisphilo
@pierre_gtil
@enmodemacaron
@borowskimike
@erikloridan
@myriampalomba
@moniqueplaza3
@philippejuvin

Top Mentioned in G10:
@zackbornstein
@joannanobanana
@77_frota
@jljcolorado
@boscardin
@frenteampla13
@eribarros18
@bancadaativista
@berniespofforth
@jaksonlleno

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@infoitsport
@infoitinterno
@tomthunkitsmind
@el_cooperante
@detikcom
@robinsnewswire
@multigaceta
@republikaonline
@tradermarcocost

Top Tweeters in G1:
@infoitsport
@infoitinterno
@el_cooperante
@robinsnewswire
@multigaceta
@republikaonline
@newsoneplace
@vivacoid
@infoitscienza
@vonivar

Top Tweeters in G2:
@foxnews
@mailonline
@newscomauhq
@coyotecojoflv
@48rieck
@cadiedorange172
@jacbo45
@avenger1100
@bkbone
@luzell_gimeke06

Top Tweeters in G3:
@markwrightuk88
@annasilvani
@colinjarrett587
@scarpettavenere
@imelda_mairead
@rossmcleansec
@tsicsafpelosi
@drubald
@flavr7
@qlexpipiens

Top Tweeters in G4:
@davidbewart
@pckj3627
@myknittingwool
@kerryannsmith1
@mangotree_books
@drjudystone
@chargrille
@noplaceforsheep
@lovinglimbo
@watinthe_

Top Tweeters in G5:
@caraotadigital
@vtvcanal8
@noticierovv
@laradiodelsur
@rnvinformativa
@arnulfovanegas5
@mippcivzla
@marianoguera21
@mppsmiranda
@valeria_gr76

Top Tweeters in G6:
@lesechos
@lemondefr
@stillgray
@wholemarsblog
@kathleenlessma3
@marciaintexas
@france24_fr
@cernovich
@vegas_whoa
@kerpen

Top Tweeters in G7:
@pppatticake
@donnarocky1
@werocktheplanet
@trusttrump2020
@phyllis94584953
@samash_72
@inthecounty
@vocmopenline
@drsmit6
@dineshdsouza

Top Tweeters in G8:
@cheryl_marlin
@moniquedhooghe
@saffiya_khan1
@grigg_dana
@zaleskiluke
@micheal_olainn
@johndotbastable
@crnchymama
@__trap___
@jaquxyzxaixai

Top Tweeters in G9:
@m75sylvie
@lepoint
@sylvypn
@darioritum
@ouvrelacage
@mamieencolere78
@brivarel
@ladepechedumidi
@natilo999
@publicsenat

Top Tweeters in G10:
@lilotuspjm
@castonchris
@ami_tvdfan
@krystaihuntress
@juanseapi
@7numbermagic
@tired2iam
@atsumusky
@boscardin
@pablozilla


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