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COVID-19_2022-07-02_00-00-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 02, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3a5LNQo
@strauss_matt
@mmtchi
@lebrundenis1
@sylasmondesir
@tonynikolic10
@drericding
@twistedpolitix2
@ctvnews
@jikkyleaks
@njdoc

Top hashtags:
#covid19
#covid_19
#covid
#coronavirus
#44742
#cdnpoli
#envideo
#covidー19
#44741

Description:
Description
The graph represents a network of 9,665 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, 02 July 2022 at 07:24 UTC.

The requested start date was Saturday, 02 July 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, 12-minute period from Wednesday, 29 June 2022 at 12:05 UTC to Friday, 01 July 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 : 9665
Unique Edges : 4706
Edges With Duplicates : 11955
Total Edges : 16661
Number of Edge Types : 5
Retweet : 5449
MentionsInRetweet : 6193
Tweet : 2807
Replies to : 414
Mentions : 1798
Self-Loops : 2869
Reciprocated Vertex Pair Ratio : 0.00577671731759387
Reciprocated Edge Ratio : 0.0114870770383319
Connected Components : 2632
Single-Vertex Connected Components : 1095
Maximum Vertices in a Connected Component : 1512
Maximum Edges in a Connected Component : 3057
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 9.157292
Graph Density : 8.57471144259858E-05
Modularity : 0.543292
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,665 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, 02 July 2022 at 07:24 UTC.

The requested start date was Saturday, 02 July 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, 12-minute period from Wednesday, 29 June 2022 at 12:05 UTC to Friday, 01 July 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:
[62] https://www.meti.go.jp/covid-19/jizokuka_fusei_nintei.html
[48] https://www.valeursactuelles.com/societe/covid-19-le-president-du-conseil-scientifique-soppose-au-retour-du-masque-obligatoire
[38] https://torontosun.com/opinion/columnists/opinion-as-doctors-we-say-canadas-federal-covid-19-policies-need-to-go?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1656529239
[22] https://www.tf1info.fr/sante/covid-19-interrogations-sur-un-lien-entre-vaccination-pfizer-moderna-et-de-rares-pertes-d-audition-effets-secondaires-2224901.html?utm_medium=Social&utm_source=Twitter&Echobox=1656651169#xtor=CS5-113
[20] https://www.trialsitenews.com/a/majority-of-covid-19-deaths-among-australia-nsw-residents-triple-quadruple-vaxxed-66b6eefc
[17] https://www.itv.com/news/2022-07-01/covid-19-infections-in-uk-jump-by-more-than-half-a-million-in-a-week
[16] https://www.dailymail.co.uk/news/article-10958689/Covid-19-Australia-Pandemic-babies-no-immunity-viruses-ending-ICU.html
[15] https://www.aimsib.org/2022/06/30/la-fda-approuve-le-vaccin-covid-19-pour-les-bebes-a-partir-de-6-mois/
[15] https://time.com/6192587/a-little-pinch-but-it-was-ok-elmo-gets-vaccinated-against-covid-19/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=171368880
[13] https://www.tnnthailand.com/news/entertainment/118067/

Top URLs in Tweet in G1:
[4] https://torontosun.com/opinion/columnists/opinion-as-doctors-we-say-canadas-federal-covid-19-policies-need-to-go
[4] http://rutanwonosobo.kemenkumham.go.id/berita-utama/pembagian-starter-pack-covid-19-bagi-pegawai-rutan-wonosobo
[4] https://lapaspurwokerto.kemenkumham.go.id/berita-utama/lapas-purwokerto-berikan-vaksinasi-covid-19-bagi-wbp
[4] https://www.poandpo.com/
[3] https://www.meti.go.jp/covid-19/jizokuka_fusei_nintei.html
[3] https://teamilk951.tumblr.com/post/670802564544151552/milk-tea-alliance-releases-investigation-report
[3] https://www.rt.com/news/558191-economist-says-covid-escaped-us-lab/
[3] https://www.francetvinfo.fr/
[3] https://www.ideal.es/sociedad/salud/darias-recomienda-mascarilla-20220701141037-ntrc.html
[2] https://fai.informazione.it/daiblog/3D02D74F-CFA8-4E63-BA23-F45F265450EF/Pacemakers-Market-Global-Industry-Trends-and-COVID-19-Impact-Analysis

Top URLs in Tweet in G2:
[2] https://www.bmj.com/company/newsroom/allergic-conditions-linked-to-lower-covid-19-infection-risk/
[1] https://m.ufhealth.org/news/2020/existing-antihistamine-drugs-show-effectiveness-against-covid-19-virus-cell-testing

Top URLs in Tweet in G3:
[21] https://www.tf1info.fr/sante/covid-19-interrogations-sur-un-lien-entre-vaccination-pfizer-moderna-et-de-rares-pertes-d-audition-effets-secondaires-2224901.html?utm_medium=Social&utm_source=Twitter&Echobox=1656651169#xtor=CS5-113
[15] https://www.aimsib.org/2022/06/30/la-fda-approuve-le-vaccin-covid-19-pour-les-bebes-a-partir-de-6-mois/
[5] https://www.radiofrance.fr/franceinter/covid-19-apres-le-31-juillet-le-gouvernement-ne-pourra-plus-utiliser-le-pass-vaccinal-7781360
[4] https://www.valeursactuelles.com/societe/covid-19-le-president-du-conseil-scientifique-soppose-au-retour-du-masque-obligatoire
[3] https://expose-news.com/2021/10/15/an-analysis-of-covid-19-vaccine-effectiveness-shows-they-simply-dont-work/
[3] https://www.leprogres.fr/magazine-sante/2022/04/19/covid-19-le-signal-de-l-oms-sur-des-pertes-d-audition-liees-aux-vaccins
[2] https://www.tf1info.fr/economie/epidemie-covid-19-les-commercants-fermes-pendant-les-confinements-vont-devoir-rembourser-leurs-loyers-2224874.html?utm_medium=Social&utm_source=Twitter&Echobox=1656604860#xtor=CS5-113
[1] https://www.tf1info.fr/sante/covid-19-interrogations-sur-un-lien-entre-vaccination-pfizer-moderna-et-de-rares-pertes-d-audition-effets-secondaires-2224901.html
[1] https://journals.sagepub.com/doi/full/10.1177/14782715221103660
[1] https://assurance-maladie.ameli.fr/etudes-et-donnees/2022-vaccins-covid-19-avc-infarctus-embolie-pulmonaire

Top URLs in Tweet in G4:
[5] https://trib.al/VZGdzyH
[3] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/coronaviruscovid19infectionsurveypilot/1july2022
[2] https://www.irishexaminer.com/news/munster/arid-40907786.html
[2] https://www.texomashomepage.com/news/health/coronavirus/covid-19-concerns-continue-as-cases-increase/?utm_source=kfdx-kjtl_app&utm_medium=social&utm_content=share-link
[1] https://www.cdph.ca.gov/Programs/CID/DCDC/Pages/COVID-19/K-12-Guidance-2022-23-School-Year.aspx
[1] https://twitter.com/JoePajak/status/1542452421380775936
[1] https://twitter.com/JoePajak/status/1542436629918384129
[1] https://abcn.ws/3I2wlks
[1] https://abcn.ws/3I20pMT
[1] https://abcn.ws/3yuqGQR

Top URLs in Tweet in G5:
[5] https://rdnoticiasven.net/venezuela-registro-192-nuevos-casos-de-covid-19-este-30jun/
[3] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-contagios-28062022-2/
[3] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-contagios-3/
[3] https://rdnoticiasven.net/venezuela-registro-102-nuevos-casos-de-covid-19-este-28jun/
[3] http://avn.info.ve/node/516386
[2] http://www.laradiodelsur.com.ve/a-836-dias-de-la-pandemia-en-venezuela-se-reporto-93-nuevos-casos-de-covid-19/
[2] https://www.youtube.com/watch?v=VQqpySpAMns&feature=youtu.be

[2] https://www.youtube.com/watch?v=5voOLLlKqm4&feature=youtu.be

[2] https://rnv.gob.ve/prensa/?p=344485
[2] https://venezuela-news.com/balance-covid-19-venezuela-registra-90-casos-comunitarios-3-importados/

Top URLs in Tweet in G6:
[1] https://www.cdc.gov/mmwr/volumes/70/wr/mm7043e2.htm
[1] https://www.msn.com/en-ca/news/canada/canada-extends-covid-19-border-measures-until-sept-30-including-arrivecan-app/ar-AAZ0dK9
[1] https://worldcouncilforhealth.org/newsroom
[1] https://twitter.com/SteveSt62872867/status/1542138516301402116
[1] https://globalnews.ca/news/8383026/top-doc-haldimand-norfolk-covid-19-concerns/

Top URLs in Tweet in G7:
[38] https://torontosun.com/opinion/columnists/opinion-as-doctors-we-say-canadas-federal-covid-19-policies-need-to-go?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1656529239
[5] https://torontosun.com/opinion/columnists/opinion-as-doctors-we-say-canadas-federal-covid-19-policies-need-to-go
[5] https://www.thestar.com/life/health_wellness/2022/06/30/who-covid-19-cases-rising-nearly-everywhere-in-the-world.html?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.theglobeandmail.com/canada/article-covid-19-resurgence-mask-mandate/
[3] https://www.theepochtimes.com/covid-19-vaccines-are-gene-therapy_4559164.html
[2] https://torontosun.com/news/national/canada-extends-covid-19-border-measures-including-arrivecan-app?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1656590658
[2] https://torontosun.com/news/national/naci-recommends-fall-covid-19-booster-shot?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1656589249
[2] https://torontosun.com/news/national/naci-recommends-fall-covid-19-booster-shot
[2] https://www.theepochtimes.com/lawsuits-pile-up-against-bc-covid-19-mandates_4560061.html
[2] https://www.thestar.com/news/canada/2022/06/29/newsalert-naci-recommends-fall-covid-19-booster-in-advance-of-possible-future-wave.html

Top URLs in Tweet in G8:
[2] https://covid19criticalcare.com/covid-19-protocols/i-recover-post-vaccine-treatment/
[2] http://www.marketwatch.com/bulletins/redirect/go?g=1a7dc2c0-9d9e-48b5-9fc5-39feb3f38ece&siteid=bullytweet
[2] https://directorsblog.nih.gov/2021/09/07/covid-19-infected-many-more-americans-in-2020-than-official-tallies-show/
[1] https://twitter.com/covidoversight/status/1542283437578518529
[1] https://www.dailymail.co.uk/news/article-10958689/Covid-19-Australia-Pandemic-babies-no-immunity-viruses-ending-ICU.html
[1] https://cardiab.biomedcentral.com/articles/10.1186/s12933-021-01359-7
[1] https://clinicalcenter.nih.gov/about/news/newsletter/2021/fall/story-11.html
[1] https://twitter.com/FLSurgeonGen/status/1542257620052054018
[1] https://findothers.com/campaign/families-fighting-for-a-uk-bespoke-compensation-sc
[1] https://www.nhsbsa.nhs.uk/what-we-do/vaccine-damage-payment-scheme

Top URLs in Tweet in G9:
[1] https://www.brisbanetimes.com.au/national/queensland/queensland-governor-dr-jeannette-young-tests-positive-for-covid-19-20220701-p5ay9r.html
[1] https://www.abc.net.au/news/2022-06-30/federal-government-launches-covid-vaccine-deal-review/101196650
[1] https://pubmed.ncbi.nlm.nih.gov/35765598/?utm_source=Googlebot&utm_medium=rss&utm_campaign=beta-2&utm_content=1XyOXJuvwbJLG4nd4x6geRidzyniut8pRXY5WG0eqAR_hfjI0O&fc=20200411072315&ff=20220629071221&v=2.17.6
[1] https://www.abc.net.au/news/2022-06-30/covid-symptoms-isolation-rules-report-positive-rat/101124106
[1] https://www.nbcnews.com/news/world/covid-19-urges-investigation-chinese-wuhan-lab-leak-theory-rcna32910
[1] https://link.springer.com/article/10.1007/s00392-021-01936-6
[1] https://www.kidney-international.org/article/S0085-2538(21)00869-3/fulltext
[1] https://tidsskriftet.no/en/2021/04/kort-kasuistikk/fatal-cerebral-haemorrhage-after-covid-19-vaccine
[1] https://bit.ly/3bHenYp
[1] https://twitter.com/erictopol/status/1542255901452603392

Top URLs in Tweet in G10:
[39] https://www.valeursactuelles.com/societe/covid-19-le-president-du-conseil-scientifique-soppose-au-retour-du-masque-obligatoire
[4] https://infodujour.fr/sante/58662-covid-19-les-limites-de-la-vaccination
[2] https://www.dailymail.co.uk/news/article-10958689/Covid-19-Australia-Pandemic-babies-no-immunity-viruses-ending-ICU.html
[1] https://www.radiofrance.fr/franceinter/covid-19-apres-le-31-juillet-le-gouvernement-ne-pourra-plus-utiliser-le-pass-vaccinal-7781360
[1] https://resistance-mondiale.com/nous-ne-pardonnerons-pas-nous-noublierons-pas-une-liste-complete-des-personnes-decedees-apres-avoir-ete-vaccinees-contre-le-virus-covid-19
[1] https://www.nejm.org/doi/full/10.1056/NEJMc2202092?cookieSet=1
[1] https://dailysceptic.org/2022/06/28/non-covid-excess-deaths-during-spring-vaccine-booster-campaign-reach-6500/
[1] https://www.researchgate.net/publication/361507107_A_statistical_evaluation_of_COVID-19_injections_for_safety_and_effectiveness_in_the_New_South_Wales_epidemic
[1] https://immobilier.lefigaro.fr/article/covid-19-les-commercants-fermes-devront-payer-leurs-loyers-impayes_ad00f0f0-f884-11ec-a311-08ed0407f6e0/
[1] https://www-naturalnews-com.translate.goog/2022-06-29-covid-vaccine-experiment-on-human-race.html?_x_tr_sl=en&_x_tr_tl=fr&_x_tr_hl=fr&_x_tr_pto=wapp#

Top Domains
Top Domains in Tweet in Entire Graph:
[190] twitter.com
[68] co.uk
[63] com.br
[63] go.jp
[62] torontosun.com
[48] valeursactuelles.com
[44] bit.ly
[44] blogspot.com
[35] ctvnews.ca
[31] theglobeandmail.com

Top Domains in Tweet in G1:
[54] twitter.com
[22] co.uk
[18] com.br
[12] blogspot.com
[11] go.id
[10] com.mx
[10] francetvinfo.fr
[9] google.com
[8] msn.com
[8] poandpo.com

Top Domains in Tweet in G2:
[2] bmj.com
[1] ufhealth.org

Top Domains in Tweet in G3:
[25] tf1info.fr
[15] aimsib.org
[5] radiofrance.fr
[4] valeursactuelles.com
[3] expose-news.com
[3] leprogres.fr
[2] translate.goog
[2] lesdeqodeurs.fr
[1] sagepub.com
[1] ameli.fr

Top Domains in Tweet in G4:
[5] trib.al
[3] gov.uk
[3] abcn.ws
[2] twitter.com
[2] irishexaminer.com
[2] texomashomepage.com
[1] ca.gov
[1] biospace.com
[1] jpost.com

Top Domains in Tweet in G5:
[10] gob.ve
[9] rdnoticiasven.net
[5] youtube.com
[4] com.ve
[3] info.ve
[3] venezuela-news.com
[2] dailymotion.com

Top Domains in Tweet in G6:
[1] cdc.gov
[1] msn.com
[1] worldcouncilforhealth.org
[1] twitter.com
[1] globalnews.ca

Top Domains in Tweet in G7:
[51] torontosun.com
[9] thestar.com
[5] theepochtimes.com
[5] theglobeandmail.com
[1] cbc.ca
[1] ctvnews.ca
[1] fiercepharma.com
[1] rebelne.ws
[1] twitter.com

Top Domains in Tweet in G8:
[3] twitter.com
[3] nih.gov
[2] covid19criticalcare.com
[2] marketwatch.com
[1] co.uk
[1] biomedcentral.com
[1] findothers.com
[1] nhs.uk
[1] npr.org
[1] miamiherald.com

Top Domains in Tweet in G9:
[2] net.au
[2] twitter.com
[1] com.au
[1] nih.gov
[1] nbcnews.com
[1] springer.com
[1] kidney-international.org
[1] tidsskriftet.no
[1] bit.ly
[1] co.uk

Top Domains in Tweet in G10:
[39] valeursactuelles.com
[5] infodujour.fr
[2] francetvinfo.fr
[2] co.uk
[2] theepochtimes.com
[1] radiofrance.fr
[1] resistance-mondiale.com
[1] nejm.org
[1] dailysceptic.org
[1] researchgate.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[369] covid19
[201] covid_19
[155] covid
[66] coronavirus
[57] 44742
[49] cdnpoli
[31] envideo
[26] covidー19
[26] 44741
[25] prevenciónmeteorológica



Top Hashtags in Tweet in G1:
[58] covid
[57] covid19
[36] covid_19
[21] coronavirus
[10] news
[9] tdf2022
[8] health
[7] omicron
[6] pandemic
[5] vaccine

Top Hashtags in Tweet in G3:
[23] covid19
[7] covid_19
[7] merdias
[1] vaers
[1] arnaque
[1] pfizer
[1] corrompus

Top Hashtags in Tweet in G4:
[11] ons
[8] covid19
[6] coronavirus
[3] covidisnotover
[1] medtwitter
[1] omicronvariants
[1] covidisairborne
[1] omicronba5
[1] omicronba4
[1] votebetofortexans

Top Hashtags in Tweet in G5:
[42] 6/30/2022 12:00:00 AM
[30] envideo
[22] covid_19
[19] prevenciónmeteorológica
[17] comovenezuelanohay
[12] nerviosdeacero
[12] 6/29/2022 12:00:00 AM
[11] 7/1/2022 12:00:00 AM
[7] 7/1/2022 12:00:00 AM
[6] encuentroalbadigital

Top Hashtags in Tweet in G6:
[1] cdnpoli

Top Hashtags in Tweet in G7:
[40] cdnpoli
[2] msm
[2] bc
[2] covid19
[1] cpcldr
[1] onpoli
[1] mandates

Top Hashtags in Tweet in G8:
[4] covid
[1] covid_19

Top Hashtags in Tweet in G9:
[17] covid19
[3] covid_19
[2] astrazenaca
[1] immunity
[1] flu

Top Hashtags in Tweet in G10:
[2] covid
[2] covid_19
[2] covidlong
[2] covidiots
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[6859] covid
[6601] 19
[1525] ม
[1093] แพ
[756] ท
[636] vaccine
[441] ด
[418] จ
[415] เป
[404] า

Top Words in Tweet in G1:
[1116] covid
[1102] 19
[74] yang
[61] casos
[61] #covid
[59] vaccine
[59] cases
[59] pandemi
[57] #covid19
[56] more

Top Words in Tweet in G2:
[1446] ม
[1093] แพ
[717] ท
[365] า
[364] pwrth22
[364] ออกมาว
[359] ด
[359] covid
[359] 19
[358] คนไข

Top Words in Tweet in G3:
[217] covid
[177] 19
[115] contre
[112] vaccination
[104] pfizer
[90] jgalt485
[86] vaccin
[84] dépeuplement
[83] étude
[80] nouvelle

Top Words in Tweet in G4:
[206] covid
[195] 19
[159] drkerrysmith
[158] infected
[158] times
[158] over
[158] past
[158] plus
[158] years
[158] recent

Top Words in Tweet in G5:
[193] covid
[193] 19
[120] venezuela
[77] contra
[67] casos
[57] nuevos
[50] contagios
[48] medidas
[48] vtvcanal8
[47] mantener

Top Words in Tweet in G6:
[144] covid
[144] 19
[126] vaccine
[126] mandates
[126] medical
[125] strauss_matt
[124] straightforward
[124] violations
[124] ethics
[124] failure

Top Words in Tweet in G7:
[91] covid
[89] 19
[80] booster
[50] doctors
[46] policies
[46] shot
[45] canada's
[45] federal
[45] need
[45] go

Top Words in Tweet in G8:
[80] covid
[75] 19
[62] flsurgeongen
[61] vaccine
[51] labels
[51] throw
[51] conversation
[51] grown
[51] table
[15] vaccinated

Top Words in Tweet in G9:
[33] 19
[33] pfizer
[31] covid
[31] gov
[24] know
[21] safe
[20] dr
[20] young
[18] data
[17] #covid19

Top Words in Tweet in G10:
[118] covid
[102] 19
[46] président
[46] conseil
[46] scientifique
[46] s'oppose
[46] retour
[46] masque
[46] obligatoire
[38] verity_france

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6290] covid,19
[1074] ม,แพ
[482] 19,vaccine
[364] ออกมาว,า
[358] คนไข,ท
[358] ท,เป
[358] เป,นภ
[358] นภ,ม
[358] แพ,ท
[358] ท,งภ

Top Word Pairs in Tweet in G1:
[1052] covid,19
[56] pandemi,covid
[46] 19,vaccine
[42] 19,vaccines
[37] 19,pandemic
[30] contra,covid
[30] #covid,19
[26] casos,covid
[26] merebaknya,pandemi
[26] 19,berbagai

Top Word Pairs in Tweet in G2:
[1074] ม,แพ
[364] ออกมาว,า
[359] covid,19
[358] คนไข,ท
[358] ท,เป
[358] เป,นภ
[358] นภ,ม
[358] แพ,ท
[358] ท,งภ
[358] งภ,ม

Top Word Pairs in Tweet in G3:
[177] covid,19
[99] contre,covid
[87] vaccination,contre
[80] nouvelle,étude
[78] étude,documents
[78] documents,pfizer
[78] pfizer,prouvent
[78] prouvent,vaccination
[78] 19,provoquer
[78] provoquer,dépeuplement

Top Word Pairs in Tweet in G4:
[195] covid,19
[158] infected,times
[158] times,covid
[158] 19,over
[158] over,past
[158] past,plus
[158] plus,years
[158] years,recent
[158] recent,cell
[158] cell,counts

Top Word Pairs in Tweet in G5:
[193] covid,19
[77] contra,covid
[70] 19,venezuela
[42] nuevos,contagios
[41] últimas,24
[40] venezuela,registra
[40] 24,horas
[39] venezuela,registró
[35] lucha,contra
[35] medidas,bioseguridad

Top Word Pairs in Tweet in G6:
[144] covid,19
[126] vaccine,mandates
[125] 19,vaccine
[124] strauss_matt,covid
[124] mandates,straightforward
[124] straightforward,violations
[124] violations,medical
[124] medical,ethics
[124] ethics,failure
[124] failure,matter

Top Word Pairs in Tweet in G7:
[88] covid,19
[45] doctors,canada's
[45] canada's,federal
[45] federal,covid
[45] 19,policies
[45] policies,need
[45] need,go
[43] booster,shot
[40] opinion,doctors
[37] thetorontosun,opinion

Top Word Pairs in Tweet in G8:
[72] covid,19
[58] 19,vaccine
[51] labels,throw
[51] throw,conversation
[51] conversation,grown
[51] grown,table
[51] table,covid
[50] flsurgeongen,labels
[14] anyone,idea
[14] idea,heavily

Top Word Pairs in Tweet in G9:
[30] covid,19
[16] pfizer,trial
[16] trial,data
[15] gov,advise
[15] advise,pregnant
[15] pregnant,women
[15] women,jabs
[15] jabs,safe
[15] safe,pfizer
[15] data,shows

Top Word Pairs in Tweet in G10:
[102] covid,19
[46] 19,président
[46] président,conseil
[46] conseil,scientifique
[46] scientifique,s'oppose
[46] s'oppose,retour
[46] retour,masque
[46] masque,obligatoire
[37] verity_france,covid
[14] nouvelle,vague

Top Replied-To
Top Replied-To in Entire Graph:
@bfmtv
@strauss_matt
@drlimengyan1
@ayres_britto
@jeromeadamsmd
@politico
@basiukiewiczpaw
@drtedros
@kinsellawarren
@xabitron1

Top Replied-To in G1:

Top Replied-To in G2:
@pwrth22

Top Replied-To in G3:
@narashi13876794
@ikonut1
@patrick_edery
@soundtrue2
@rasekrasek

Top Replied-To in G4:
@drkerrysmith
@cpita3

Top Replied-To in G5:
@anagpinto1
@misiondrjgh
@gnb_pueblo

Top Replied-To in G6:
@strauss_matt
@lisamar91564392

Top Replied-To in G7:
@kinsellawarren
@strauss_matt
@wchrisnunn
@tonyacpink
@fourwinns298
@roman_baber

Top Replied-To in G8:
@catparkerphoto
@covidoversight
@jeremyredfernfl
@theparsonspages
@bettislonnie
@jusdayda
@fmoscotland
@scotparl
@p_mcculloughmd
@justinbwells

Top Replied-To in G9:
@aagainstvax
@drkerrynphelps
@dr_mccairnphd
@davidjoffe64
@bmj_latest
@jbtodd30
@stevensalzberg1
@missythemuse
@p_bennison

Top Replied-To in G10:
@nescyf
@gilleswell

Top Mentioned
Top Mentioned in Entire Graph:
@pwrth22
@drkerrysmith
@strauss_matt
@jgalt485
@jeromeadamsmd
@flsurgeongen
@tigerkittymom
@jhmdrei
@govbr
@vtvcanal8

Top Mentioned in G1:
@albertsolo2
@palembanglpka
@mbuddma
@rkznpkrl
@worldnews24x7in
@presseportal_ch
@luismancerag
@kennedycsis
@francis19733695

Top Mentioned in G2:
@pwrth22
@dartwillow

Top Mentioned in G3:
@jgalt485
@kifferbernard
@lci
@banounhelene
@mmtchi
@yvespdb
@cstrateges
@decoder_l
@sarah41659531
@krieger66362259

Top Mentioned in G4:
@drkerrysmith
@sri_srikrishna
@joepajak
@abc
@texashhsc
@texasnursesassn
@solnatamd
@christinadub79
@fascinatorfun
@ratedmanatee

Top Mentioned in G5:
@vtvcanal8
@zoditachiran21
@nicolasmaduro
@uesv_larazulia
@mppop_barinas
@delcyrodriguezv
@somos_ejercito
@luchaalmada
@pacpertigalete
@g

Top Mentioned in G6:
@strauss_matt
@paulmitchell_ab
@robbierescue
@cwtaic
@roman_baber

Top Mentioned in G7:
@thetorontosun
@roman_baber
@brianlilley
@sarahhorsep2022
@fordnation
@strauss_matt
@torontostarlife
@fourwinns298
@andrewlawton
@christyceeck

Top Mentioned in G8:
@flsurgeongen
@ichudov
@govrondesantis
@covidoversight
@gbnews
@marksteynonline
@pierrekory
@p_mcculloughmd
@strauss_matt
@tampa_egret

Top Mentioned in G9:
@jamesfwells
@drkerrynphelps
@patriciac_ppc
@whowpro
@kathmlee1
@sajidjavid
@scottmorrisonmp
@mildanalyst
@jneill
@profnfenton

Top Mentioned in G10:
@verity_france
@dover63a
@sinedwarrior
@corinnereverbel
@ericarchambaul7
@sabatierjeanma1
@gilleswell
@brienico
@myriamhebuterne
@najam09026577

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@ptjasamarga
@kompascom
@difusion365
@temaglobal
@sunoticiero
@berkleybearnews
@abbtakk
@postematico
@twittematico

Top Tweeters in G1:
@ptjasamarga
@difusion365
@temaglobal
@berkleybearnews
@abbtakk
@postematico
@twittematico
@republikaonline
@portaldiarioar
@zonamediatica

Top Tweeters in G2:
@mswt111333
@sliipless
@fuqkin
@bew_kp11
@just__tn
@kanya_gift
@bemeiamm
@minthegelato
@rubyfm_
@bsgbdc1

Top Tweeters in G3:
@bo_chart
@edira2
@fleur2108
@yvespdb
@talullabellefle
@sarah41659531
@alain_83740
@grobisr
@jacquot35
@infernokevin1

Top Tweeters in G4:
@rk70534
@joannecangal
@wildwalkerwoman
@soriano310ms
@dropoutnation
@neric16
@planetscape
@abc
@trishtra3
@fascinatorfun

Top Tweeters in G5:
@vtvcanal8
@salomnm
@laradiodelsur
@avnve
@rnvinformativa
@lrrc2020
@metro_caracas
@luiscarrillo66
@mppeducacion
@mippcivzla

Top Tweeters in G6:
@cole_davesc66
@lisamar91564392
@godfrey28482926
@alvinrio_1501
@blueicats
@daderekta
@nonnepossopi1
@mrtitannwheels
@randeem5
@dude28357136

Top Tweeters in G7:
@lyndae222
@jonathanotcher1
@torontostar
@thetorontosun
@john_zealand
@loovee3333
@kinsellawarren
@toodamnskippy
@jfeilders
@steevesralph

Top Tweeters in G8:
@artis_elemental
@marketwatch
@cmpimental
@rk55mk
@lissnup
@kathleenafranck
@bbcscotlandnews
@jenvargas
@ecsullie
@kwilliam111

Top Tweeters in G9:
@limeylizzie
@trafalgarzul
@earlenepifer
@spoonhead8
@johnwest_jaws
@jamnic77
@rossmcleansec
@mackayim
@the_ouroboros__
@breezergalway

Top Tweeters in G10:
@teppdude
@andre002nicolas
@manutudescends9
@florencecacault
@juvenale38
@spinnaker13007
@carinem605
@corbeauo
@xavier40700514
@mcm67738662