COVID-19, Twitter, 9/6/2022 3:55:59 PM, 281414
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COVID-19_2022-09-06_00-00-01.xlsx
COVID-19_2022-09-06_00-00-01.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3RDnzwP
@toadmeister
@cherittomike
@cdcgov
@josephfraiman
@krischanwolf
@sander_lab
@vprasadmdmph
@gretheowens
@truthseeker077
@potus

Top hashtags:
#prevención
#sb19
#wyat
#whereyouat
#pablo
#covid19
#covid_19
#44809
#covid

Description:
Description
The graph represents a network of 8,640 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 Tuesday, 06 September 2022 at 07:19 UTC.

The requested start date was Tuesday, 06 September 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 3-day, 0-hour, 18-minute period from Friday, 02 September 2022 at 11:58 UTC to Monday, 05 September 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 : 8640
Unique Edges : 4242
Edges With Duplicates : 12460
Total Edges : 16702
Number of Edge Types : 5
Retweet : 5678
MentionsInRetweet : 6480
Tweet : 2283
Mentions : 1682
Replies to : 579
Self-Loops : 2359
Reciprocated Vertex Pair Ratio : 0.00377976565452942
Reciprocated Edge Ratio : 0.00753106564578888
Connected Components : 2048
Single-Vertex Connected Components : 843
Maximum Vertices in a Connected Component : 2251
Maximum Edges in a Connected Component : 6266
Maximum Geodesic Distance (Diameter) : 46
Average Geodesic Distance : 16.282564
Graph Density : 0.000106737641102151
Modularity : 0.521675
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,640 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 Tuesday, 06 September 2022 at 07:19 UTC.

The requested start date was Tuesday, 06 September 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 3-day, 0-hour, 18-minute period from Friday, 02 September 2022 at 11:58 UTC to Monday, 05 September 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:
[67] https://www.fukushihoken.metro.tokyo.lg.jp/iryo/kansen/corona_portal/shien/zitakuryouyou.files/meyasu.pdf
[48] https://www.cureus.com/articles/111851-regular-use-of-ivermectin-as-prophylaxis-for-covid-19-led-up-to-a-92-reduction-in-covid-19-mortality-rate-in-a-dose-response-manner-results-of-a-prospective-observational-study-of-a-strictly-controlled-population-of-88012-subjects
[44] https://www.washingtonpost.com/health/2020/04/24/strokes-coronavirus-young-patients/
[33] https://inews.co.uk/news/four-more-die-as-forgotten-three-million-excluded-from-covid-19-financial-package-832315
[23] https://torontosun.com/news/national/naci-now-suggests-canadians-consider-a-covid-19-booster-every-90-days
[16] http://www.niigata.med.or.jp/file/covid_child1.pdf
[16] https://www.ncchd.go.jp/news/2021/210817.html
[16] https://health.ec.europa.eu/publications/covid-19-preparing-autumn-winter-2023_en
[15] https://www.cureus.com/articles/111851-regular-use-of-ivermectin-as-prophylaxis-for-covid-19-led-up-to-a-92-reduction-in-covid-19-mortality-rate-in-a-dose-response-manner-results-of-a-prospective-observational-study-of-a-strictly-controlled-population-of-88012-subjects#
[14] https://rtmag.co.il/english/breaking-the-israeli-ministry-of-health-has-been-warned-it-might-open-itself-to-lawsuits-for-encouraging-the-public-to-get-vaccinated-while-claiming-that-the-covid-19-vaccine-is-safe,-and-that-side-effects-are-mild-and-transient

Top URLs in Tweet in G1:
[10] https://www.cureus.com/articles/111851-regular-use-of-ivermectin-as-prophylaxis-for-covid-19-led-up-to-a-92-reduction-in-covid-19-mortality-rate-in-a-dose-response-manner-results-of-a-prospective-observational-study-of-a-strictly-controlled-population-of-88012-subjects
[7] https://www.theguardian.com/world/2022/aug/31/china-places-millions-into-covid-lockdown-again-as-economy-continues-to-struggle
[6] https://grandesmedios.com/vitamina-c-en-covid-19/
[5] https://www.youtube.com/watch?v=gwRc2ySrUb8

[4] https://www.maurice.nl/2022/09/04/zo-ziet-de-nederlandse-evaluatie-van-de-covid-19-maatregelen-er-uit/
[4] https://naturesrealhealth.blogspot.com/2020/05/better-protection-from-covid-19-more.html
[3] https://elpregonerord.com/63-residentes-nyc-enfermo-de-covid-19-van-2757563-contagiados-figuran-miles-dominicanos/
[3] https://www.cureus.com/articles/111851-regular-use-of-ivermectin-as-prophylaxis-for-covid-19-led-up-to-a-92-reduction-in-covid-19-mortality-rate-in-a-dose-response-manner-results-of-a-prospective-observational-study-of-a-strictly-controlled-population-of-88012-subjects?email_share=true&expedited_modal=true
[3] https://www.cbc.ca/news/business/canada-return-office-wfh-fall-pandemic-1.6570575?__vfz=medium%3Dsharebar
[3] https://apple.news/A_n2017mFSwi96VlYjnZtrQ

Top URLs in Tweet in G2:
[6] https://www.vtv.gob.ve/lula-destacad-solidaridad-venezuela-covid-19/
[4] https://www.vtv.gob.ve/dia-902-lucha-covid-03092022/
[2] https://www.vtv.gob.ve/dia-898-lucha-covid-30082022/
[1] https://www.dailymotion.com/video/x8dh383
[1] https://www.vtv.gob.ve/dia-903-lucha-covid-04092022-2/
[1] https://venezuela-news.com/a-899-dias-de-la-pandemia-en-venezuela-se-reportaron-99-casos-de-covid-19/
[1] https://venezuela-news.com/reporte-de-la-pandemia-en-venezuela-78-nuevos-contagios-y-3-fallecidos-por-covid-19/
[1] https://twitter.com/GNB_Gaes22/status/1566736504843649025/photo/1
[1] https://twitter.com/Mippcivzla/status/1566723748039884800
[1] https://cutt.ly/05wHC

Top URLs in Tweet in G3:
[1] https://smarturl.it/SB19_WYAT
[1] https://www.youtube.com/watch?v=aIT2X9HWJLE

[1] https://www.ibtimes.com/how-philippine-boy-band-sb19-cementing-its-brand-global-music-scene-3609090?s=09

Top URLs in Tweet in G4:
[13] https://www.cureus.com/articles/111851-regular-use-of-ivermectin-as-prophylaxis-for-covid-19-led-up-to-a-92-reduction-in-covid-19-mortality-rate-in-a-dose-response-manner-results-of-a-prospective-observational-study-of-a-strictly-controlled-population-of-88012-subjects#
[10] https://oglobo.globo.com/saude/maior-estudo-sobre-ivermectina-mostra-que-droga-nao-eficaz-na-reducao-de-hospitalizacoes-por-covid-19-25440765?versao=amp
[5] https://www.fda.gov/consumers/consumer-updates/why-you-should-not-use-ivermectin-treat-or-prevent-covid-19
[4] https://medicospelavidacovid19.com.br/noticias/covid-19-usuarios-regulares-de-ivermectina-tem-ate-92-menos-chance-de-morrer-diz-estudo/
[3] http://conselho.saude.gov.br/ultimas-noticias-cns/2033-conep-cns-pede-que-procuradoria-geral-investigue-200-mortes-em-estudo-irregular-com-proxalutamida-para-tratar-covid-19
[2] https://twitter.com/theblaze/status/1566207048014233600
[1] https://dailysceptic.org/2022/09/03/ivermectin-cuts-covid-mortality-by-92-major-study-finds-why-is-it-still-not-approved/
[1] https://www.covid19treatmentguidelines.nih.gov/therapies/antiviral-therapy/
[1] https://www.cureus.com/articles/63131-ivermectin-as-a-sars-cov-2-pre-exposure-prophylaxis-method-in-healthcare-workers-a-propensity-score-matched-retrospective-cohort-study
[1] https://twitter.com/moret_mclaudia/status/1565953307826339840

Top URLs in Tweet in G5:
[9] https://www.cureus.com/articles/111851-regular-use-of-ivermectin-as-prophylaxis-for-covid-19-led-up-to-a-92-reduction-in-covid-19-mortality-rate-in-a-dose-response-manner-results-of-a-prospective-observational-study-of-a-strictly-controlled-population-of-88012-subjects
[4] https://www.amazon.fr/scandale-Ivermectine-Comment-pourquoi-lanti-covid-19-ebook/dp/B09HSD1V3S
[4] https://health.ec.europa.eu/publications/covid-19-preparing-autumn-winter-2023_en
[3] https://www.francetvinfo.fr/sante/maladie/coronavirus/variants-du-coronavirus/covid-19-le-nouveau-variant-centaure-inquiete-les-scientifiques_5335714.html
[2] https://www.cureus.com/articles/111851-regular-use-of-ivermectin-as-prophylaxis-for-covid-19-led-up-to-a-92-reduction-in-covid-19-mortality-rate-in-a-dose-response-manner-results-of-a-prospective-observational-study-of-a-strictly-controlled-population-of-88012-subjects?email_share=true&expedited_modal=true
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs00415-021-10780-7
[2] https://www.cureus.com/
[2] https://reseauinternational.net/le-gouvernement-britannique-a-commence-a-verser-140-000-dollars-aux-victimes-des-dommages-causes-par-le-vaccin-covid-19/
[1] https://www.cureus.com/articles/111851-regular-use-of-ivermectin-as-prophylaxis-for-covid-19-led-up-to-a-92-reduction-in-covid-19-mortality-rate-in-a-dose-response-manner-results-of-a-prospective-observational-study-of-a-strictly-controlled-population-of-88012-subjects?email_share=true&expedited_modal=true#
[1] https://www.gov.uk/government/publications/regulatory-approval-of-pfizer-biontech-vaccine-for-covid-19/summary-public-assessment-report-for-pfizerbiontech-covid-19-vaccine

Top URLs in Tweet in G6:
[3] https://dailysceptic.org/2022/09/03/ivermectin-cuts-covid-mortality-by-92-major-study-finds-why-is-it-still-not-approved/
[2] https://tnc.news/2022/09/01/government-lawyers-vaccine-exemptions/
[2] https://torontosun.com/news/national/naci-now-suggests-canadians-consider-a-covid-19-booster-every-90-days/wcm/d58a2b0c-4ec1-465e-ab62-32d6e0fbcc96/amp/
[1] https://tnc.news/2022/09/02/booster-battery-duclos/
[1] https://torontosun.com/news/national/naci-now-suggests-canadians-consider-a-covid-19-booster-every-90-days
[1] https://expose-news.com/2022/09/04/real-reason-moderna-suing-pfizer/
[1] https://pubmed.ncbi.nlm.nih.gov/35838667/
[1] https://dailysceptic.org/2022/09/01/excess-non-covid-deaths-top-15300-in-17-weeks-as-mysterious-wave-of-heart-deaths-continues/

Top URLs in Tweet in G7:
[13] https://rtmag.co.il/english/breaking-the-israeli-ministry-of-health-has-been-warned-it-might-open-itself-to-lawsuits-for-encouraging-the-public-to-get-vaccinated-while-claiming-that-the-covid-19-vaccine-is-safe,-and-that-side-effects-are-mild-and-transient
[9] https://www.tf1info.fr/sante/royaume-uni-le-vaccin-contre-le-covid-19-est-il-finalement-deconseille-aux-femmes-enceintes-et-allaitantes-2230922.html
[9] https://torontosun.com/news/national/naci-now-suggests-canadians-consider-a-covid-19-booster-every-90-days
[5] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4049618&dgcid=ejournal_htmlemail_coronavirus:infectious:disease:research:ejournal_abstractlink
[2] https://expose-news.com/2022/09/04/real-reason-moderna-suing-pfizer/
[2] https://www.tmrjournals.com/article.html?J_num=4&a_id=2275
[2] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2794864
[2] https://health.ec.europa.eu/publications/covid-19-preparing-autumn-winter-2023_en
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs00415-021-10780-7
[2] https://www.cureus.com/articles/82162-ivermectin-prophylaxis-used-for-covid-19-a-citywide-prospective-observational-study-of-223128-subjects-using-propensity-score-matching/correction/126

Top URLs in Tweet in G8:
[8] https://www.cdc.gov/media/releases/2022/s0901-covid-19-booster.html
[4] https://www.trustedhealth.info/2021/06/frequently-asked-questions-about-covid.html
[4] https://www.ersnet.org/news-and-features/news/mobile-phone-app-accurately-detects-covid-19-infection-in-peoples-voices-with-the-help-of-artificial-intelligence-ai-also-being-used-to-develop-an-app-to-predict-exacerbations-in-chronic-obs/
[2] https://www.cdc.gov/mmwr/Novel_Coronavirus_Reports.html
[2] https://debuglies.com/2022/09/04/elf5-is-a-risk-gene-for-severe-covid-19/
[2] https://www.cidrap.umn.edu/news-perspective/2022/09/covids-hidden-victims-new-orphans-and-essential-workers
[2] https://www.bbc.co.uk/news/health-62793078?at_medium=RSS&at_campaign=KARANGA
[2] https://algarvedailynews.com/news/20903-covid-19-portuguese-residents-could-be-80-naturally-immune-to-the-latest-variant
[2] https://21stcentury.africa/koo/never-been-arrested-wont-be-show-me-an-ob-number-defiant-nairobi-senator-johnson-sakaja-has-denied-being-arrested-at-a-nairobi-bar-for-flouting-covid-19-curfew-order-even-as-video-emer/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.fda.gov/consumers/consumer-updates/why-you-should-not-use-ivermectin-treat-or-prevent-covid-19

Top URLs in Tweet in G10:
[2] https://globalnews.ca/news/8971767/canada-omicron-covid-19-federal-report/
[2] https://www.heart.org/en/news/2022/08/22/covid-19-infection-poses-higher-risk-for-myocarditis-than-vaccines
[1] https://www.covid19treatmentguidelines.nih.gov/therapies/antiviral-therapy/ivermectin/
[1] https://www.cureus.com/articles/111851-regular-use-of-ivermectin-as-prophylaxis-for-covid-19-led-up-to-a-92-reduction-in-covid-19-mortality-rate-in-a-dose-response-manner-results-of-a-prospective-observational-study-of-a-strictly-controlled-population-of-88012-subjects
[1] https://twitter.com/refugeofsinner5/status/1565207999949737984
[1] https://www.cbc.ca/news/politics/adrian-monck-world-economic-forum-house-interview-1.6571569
[1] https://www.amazon.ca/COVID-19-Great-Reset-Klaus-Schwab/dp/2940631123
[1] https://twitter.com/CaulfieldTim/status/1566087885337817088
[1] https://www.eugyppius.com/p/the-terrifying-vacuity-of-klaus-schwab?utm_source=twitter&sd=pf
[1] https://www.forbes.com/sites/siladityaray/2021/06/28/pfizer-and-moderna-vaccines-may-offer-years-long-protection-against-covid-19-scientists-say/?sh=af9cb9a8c615

Top Domains
Top Domains in Tweet in Entire Graph:
[169] twitter.com
[123] blogspot.com
[94] cureus.com
[83] lg.jp
[54] co.uk
[49] washingtonpost.com
[46] europa.eu
[41] nih.gov
[38] gov.uk
[36] theepochtimes.com

Top Domains in Tweet in G1:
[44] twitter.com
[31] blogspot.com
[15] com.br
[14] cureus.com
[13] youtube.com
[12] grandesmedios.com
[11] theepochtimes.com
[8] geniouxfacts.com
[7] co.id
[7] theguardian.com

Top Domains in Tweet in G2:
[15] gob.ve
[3] twitter.com
[2] venezuela-news.com
[1] dailymotion.com
[1] cutt.ly

Top Domains in Tweet in G3:
[1] smarturl.it
[1] youtube.com
[1] ibtimes.com

Top Domains in Tweet in G4:
[14] cureus.com
[10] globo.com
[5] fda.gov
[4] com.br
[3] twitter.com
[3] gov.br
[1] dailysceptic.org
[1] nih.gov

Top Domains in Tweet in G5:
[14] cureus.com
[4] francetvinfo.fr
[4] amazon.fr
[4] europa.eu
[2] springer.com
[2] reseauinternational.net
[2] twitter.com
[1] gov.uk
[1] go.com
[1] torontosun.com

Top Domains in Tweet in G6:
[4] dailysceptic.org
[3] tnc.news
[3] torontosun.com
[1] expose-news.com
[1] nih.gov

Top Domains in Tweet in G7:
[13] co.il
[9] tf1info.fr
[9] torontosun.com
[5] ssrn.com
[4] cureus.com
[4] theepochtimes.com
[2] expose-news.com
[2] tmrjournals.com
[2] jamanetwork.com
[2] europa.eu

Top Domains in Tweet in G8:
[10] cdc.gov
[5] ersnet.org
[4] trustedhealth.info
[3] scienceopen.com
[3] twitter.com
[2] debuglies.com
[2] umn.edu
[2] co.uk
[2] algarvedailynews.com
[2] 21stcentury.africa

Top Domains in Tweet in G10:
[2] nih.gov
[2] globalnews.ca
[2] twitter.com
[2] heart.org
[1] cureus.com
[1] cbc.ca
[1] amazon.ca
[1] eugyppius.com
[1] forbes.com
[1] google.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[344] prevención
[277] sb19
[276] wyat
[276] whereyouat
[276] pablo
[253] covid19
[239] covid_19
[229] 44809
[164] covid
[147] cuidémonosdelacovid19



Top Hashtags in Tweet in G1:
[46] covid19
[18] covid_19
[10] pminmangaluru
[9] covid
[7] coronavirus
[5] china
[4] news
[4] venezuela
[4] cuidémonosdelacovid19
[4] vaccines

Top Hashtags in Tweet in G2:
[331] prevención
[207] 9/5/2022 12:00:00 AM
[129] cuidémonosdelacovid19
[57] patriaunidadepaz
[50] 9/5/2022 12:00:00 AM
[48] 9/2/2022 12:00:00 AM
[33] gaes51monagas
[27] 9/4/2022 12:00:00 AM
[27] cuidemonosdelacovid19
[22] unidosyenvictoria

Top Hashtags in Tweet in G3:
[277] sb19
[276] wyat
[276] whereyouat
[276] pablo
[1] whereyouatsb19
[1] sb19wyatmvoutnow

Top Hashtags in Tweet in G4:
[3] americanasnorockinrio
[1] fantástico
[1] domingoespetacular

Top Hashtags in Tweet in G5:
[7] covid_19
[5] canada
[5] segoleneroyal
[5] europe
[5] onclesam
[4] vaccin
[2] evusheld
[1] paxlovid
[1] poutine
[1] macron

Top Hashtags in Tweet in G6:
[2] cdnpoli
[1] covid
[1] grippe
[1] pharmacovigilance

Top Hashtags in Tweet in G7:
[2] bhl
[2] porochenko
[2] fdo
[2] france
[2] francais
[2] paris
[1] pfizer
[1] pfizergate
[1] covid19france
[1] covid

Top Hashtags in Tweet in G8:
[57] covid
[10] ers2022
[7] coronavirus
[5] china
[5] covid19
[5] copd
[5] ai
[4] mentalhealth
[4] vaccines
[3] nagaland

Top Hashtags in Tweet in G9:
[1] woodz_colorfultrauma_inbkk

Top Words
Top Words in Tweet in Entire Graph:
[6060] covid
[5664] 19
[483] 92
[461] uso
[454] regular
[374] vtvcanal8
[366] reduction
[365] vaccine
[344] #prevención
[334] ivermectin

Top Words in Tweet in G1:
[857] covid
[807] 19
[65] 2022
[58] more
[55] vaccine
[54] pandemic
[48] people
[48] health
[46] #covid19
[43] china

Top Words in Tweet in G2:
[852] covid
[831] 19
[359] vtvcanal8
[331] #prevención
[266] medidas
[222] contagio
[207] #5sep
[198] evitar
[194] bioseguridad
[179] uso

Top Words in Tweet in G3:
[277] #sb19
[276] filipino
[276] supergroup
[276] back
[276] hawt
[276] bop
[276] #wyat
[276] #whereyouat
[276] penned
[276] group

Top Words in Tweet in G4:
[257] ivermectina
[241] 92
[240] uso
[240] regular
[200] estudo
[182] novo
[181] em
[180] revisado
[180] pares
[180] reduziu

Top Words in Tweet in G5:
[132] dose
[102] covid
[92] 19
[79] vendredi
[78] 21
[78] f_philippot
[77] commission
[77] européenne
[77] publié
[77] document

Top Words in Tweet in G6:
[313] reduction
[183] covid
[171] 19
[164] ivermectin
[159] regular
[158] use
[158] led
[158] 100
[158] hospitalisation
[155] 92

Top Words in Tweet in G7:
[113] covid
[106] 19
[66] vaccins
[51] succulentes
[51] révélations
[51] lejdd
[50] justemilieu3
[40] vaccin
[25] banounhelene
[23] enfants

Top Words in Tweet in G8:
[109] 19
[83] covid
[57] #covid
[22] vaccine
[13] booster
[12] 2022
[11] updated
[10] #ers2022
[10] more
[9] series

Top Words in Tweet in G9:
[109] moodz
[108] hello
[108] went
[108] concert
[108] 3rd
[108] september
[108] tested
[108] positive
[108] covid
[108] 19

Top Words in Tweet in G10:
[67] covid
[64] 19
[35] wef
[32] conspiracy
[28] ivermectin
[23] schwab
[23] great
[23] reset
[22] klaus
[21] vaccines

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5489] covid,19
[282] vtvcanal8,#prevención
[276] filipino,supergroup
[276] supergroup,#sb19
[276] #sb19,back
[276] back,hawt
[276] hawt,bop
[276] bop,#wyat
[276] #wyat,#whereyouat
[276] #whereyouat,penned

Top Word Pairs in Tweet in G1:
[785] covid,19
[41] 19,pandemic
[31] 19,vaccine
[29] contra,covid
[26] during,covid
[18] nature's,health
[17] 19,cases
[17] september,2022
[17] 19,vaccines
[15] casos,covid

Top Word Pairs in Tweet in G2:
[828] covid,19
[272] vtvcanal8,#prevención
[174] control,covid
[170] #prevención,control
[170] 19,contención
[170] contención,mitigación
[170] mitigación,primera
[170] primera,controla
[170] controla,contagio
[170] contagio,evita

Top Word Pairs in Tweet in G3:
[276] filipino,supergroup
[276] supergroup,#sb19
[276] #sb19,back
[276] back,hawt
[276] hawt,bop
[276] bop,#wyat
[276] #wyat,#whereyouat
[276] #whereyouat,penned
[276] penned,group
[276] group,leader

Top Word Pairs in Tweet in G4:
[240] uso,regular
[240] regular,ivermectina
[182] novo,estudo
[180] revisado,pares
[180] ivermectina,reduziu
[177] em,92
[174] estudo,feito
[174] feito,cidade
[174] cidade,itajaí
[174] itajaí,sc

Top Word Pairs in Tweet in G5:
[92] covid,19
[77] commission,européenne
[77] européenne,publié
[77] publié,vendredi
[77] vendredi,document
[77] document,délirant
[77] délirant,appelant
[77] appelant,4è
[77] 4è,dose
[77] dose,intensification

Top Word Pairs in Tweet in G6:
[170] covid,19
[158] regular,use
[158] use,ivermectin
[158] ivermectin,led
[158] led,100
[158] 100,reduction
[158] reduction,hospitalisation
[154] 92,reduction
[154] reduction,mortality
[153] hospitalisation,92

Top Word Pairs in Tweet in G7:
[104] covid,19
[53] vaccins,covid
[51] 19,succulentes
[51] succulentes,révélations
[51] révélations,lejdd
[50] justemilieu3,vaccins
[21] vaccin,covid
[20] chez,enfants
[16] 30,d'effets
[16] d'effets,secondaires

Top Word Pairs in Tweet in G8:
[65] covid,19
[44] #covid,19
[10] updated,covid
[8] chine,#covid
[8] 19,pandemic
[8] cdc,recommends
[8] 19,booster
[7] dyspnoea,covid
[6] recommends,updated
[6] booster,everyone

Top Word Pairs in Tweet in G9:
[108] hello,moodz
[108] moodz,went
[108] went,concert
[108] concert,3rd
[108] 3rd,september
[108] september,tested
[108] tested,positive
[108] positive,covid
[108] covid,19
[108] 19,morning

Top Word Pairs in Tweet in G10:
[64] covid,19
[23] great,reset
[22] klaus,schwab
[19] treatment,covid
[18] overstated,nih
[18] nih,finally
[18] finally,lists
[18] lists,ivermectin
[18] ivermectin,viable
[18] viable,treatment

Top Replied-To
Top Replied-To in Entire Graph:
@repmtg
@mippcivzla
@dubai_community
@eduardvanb
@nicolasberrod
@kaibennetti
@verdouglasgomes
@curiousbird64
@gop
@theblaze

Top Replied-To in G2:
@mippcivzla
@2cmdte51monagas
@cmdte51monagas
@2docmdtegaesn52
@cpmarp21
@gnb_tachira
@gnbcanaguarnac
@hidrocapital2
@d212_gnb

Top Replied-To in G4:
@verdouglasgomes
@trai_jader
@daacervo
@federalagent7
@saviorodriguesz
@slopes07783557
@1003marcelo
@clauwild1
@gabriqvdo
@almird2022

Top Replied-To in G5:
@nicolasberrod
@tatiann69922625
@bfmtv
@scabieuselily
@divizio1
@lili70569237
@krol75012
@f_philippot
@narashi13876794
@zoxx64

Top Replied-To in G6:
@toadmeister
@jtibballs
@truenorthcentre

Top Replied-To in G7:
@meuhdik
@simarddavid
@francoi06124243
@pandantag

Top Replied-To in G8:
@stevebarclay
@kentpoliceecu
@eurorespsoc
@vitalikbuterin
@lukeedison20
@vicmackey24
@moderna_tx
@pfizer

Top Replied-To in G10:
@cbcnews
@paulmitchell_ab
@ryangerritsen
@iambrookjackson
@derek72069351
@louhugh62530699
@mmwilliams71
@magicianisnicci

Top Mentioned
Top Mentioned in Entire Graph:
@vtvcanal8
@worldmusicaward
@clauwild1
@toadmeister
@kofefanacc
@stos_rita
@sukunabikona7
@f_philippot
@blckbxnews
@jivory

Top Mentioned in G1:
@masao_sakuraba
@careplusair
@newsflash_tf
@drdeitrickg
@symbleshabu
@gazetayenews
@saludnordestegr
@palmacas
@revmikemenkes

Top Mentioned in G2:
@vtvcanal8
@d212_gnb
@marcocastanost
@gnb_anzoategui
@yufern4
@d441czgnb44
@nicolasmaduro
@marquezrodriyr
@gnbgarantedepaz
@evfcabruta

Top Mentioned in G3:
@worldmusicaward
@sb19ph_fanbase
@sb19official

Top Mentioned in G4:
@clauwild1
@daacervo
@mendesluizpaulo
@drpauloadv2232
@verdouglasgomes
@rgood68
@ricardonegao46
@trai_jader
@simonetebetbr

Top Mentioned in G5:
@f_philippot
@dover63a
@_samedi_
@ansm
@nicolasberrod
@sarah41659531
@rasekrasek
@pierremarionnet
@bouchraawake
@michel__leclair

Top Mentioned in G6:
@toadmeister
@maximebernier
@mariannenortham
@truenorthcentre
@daveatherton20
@ld_sceptics
@harry__faulkner
@laissonslespre1
@chirpygeezer
@clauwild1

Top Mentioned in G7:
@lejdd
@justemilieu3
@banounhelene
@ericarchambaul7
@tf1
@aileastick1
@corinnereverbel
@upr_asselineau
@olivierveran
@pinsollet

Top Mentioned in G8:
@cdcgov
@eurorespsoc
@pfizer
@uclopen_env
@mhragovuk
@madeinchinaoff
@stevebarclay
@us_fda
@revans_breathe
@economictimes

Top Mentioned in G9:
@kofefanacc

Top Mentioned in G10:
@iambrookjackson
@tinfoil_travis
@ezralevant
@cbcnews
@dapearl1978
@rubiconcapital_
@ryangerritsen
@students4agency
@zn2_______
@fivetimesaugust

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@jornalistavitor
@ptjasamarga
@kompascom
@difusion365
@tokoroten510
@infotextual
@tommybrain
@exomedios
@postematico

Top Tweeters in G1:
@la_patilla
@ptjasamarga
@kompascom
@infotextual
@exomedios
@postematico
@donsinoptico
@infolecturas
@interdifusion
@okezonenews

Top Tweeters in G2:
@vtvcanal8
@elpitazotv
@lilidiaz8
@lrrc2020
@quiskillosa
@alejabolivarian
@gnb_tachira
@mippcivzla
@sica2021
@marcialm2

Top Tweeters in G3:
@christycompete1
@jen84822
@jah_micachuuu
@joshieebunny
@heathcliff_ot5
@yojle1
@loveirnz22_sg
@70_sb19rtsquad
@mr_unknownxsb19
@stelljunparin

Top Tweeters in G4:
@artinovar
@lelacohen
@lou_novak
@brunaantures
@dnsemello
@valerialeal1969
@devilhena
@titotitito77
@jbrasil20133
@suzalo

Top Tweeters in G5:
@bfmtv
@levyloiseau
@sarah41659531
@marie_joseph_p
@laurent_daniel
@kitty_maggy
@jackimbe
@rey_ban64
@007dijon
@jc02012260

Top Tweeters in G6:
@massrealty
@silverbulletguy
@hammersmith78
@prancinghound
@hollisrealty
@rsarille4
@godfrey28482926
@expatjake
@rafios
@moleskidorothy

Top Tweeters in G7:
@edira2
@delalande72
@momotoutcourt
@52fabienne
@lejdd
@frederiquerinc1
@petitoursonnes
@chriss17031
@solarcx69
@herstalle

Top Tweeters in G8:
@economictimes
@godfrey_g_
@elfinanciero_mx
@pennytindall
@hephaistos_ai
@prasadhemant
@gate_15_analyst
@webcentraltv
@ernestopriego
@argaamplus

Top Tweeters in G9:
@nonoisgood
@blueraly
@meindyu
@omgmypcysrllyht
@mstkbai
@nxt19_
@bynpnn
@choc_bow
@kimririchu
@ad_aidoo

Top Tweeters in G10:
@cbcnews
@ezralevant
@zugly747
@greenbagbles
@seamus01952928
@rebelnewsonline
@anna07238174
@anneke_d_p
@krccanuck
@comeandtakeit77


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