COVID, Twitter, 9/4/2022 12:53:53 PM, 281274


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COVID_2022-09-04_00-57-06.xlsx
COVID_2022-09-04_00-57-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 04, 2022
Short Description:
COVID via NodeXL https://bit.ly/3q8bnZp
@dusty_dweller
@once_was_arnold
@alexberenson
@who
@meetjess
@amitaryamd
@lmcjury
@mrssarai7
@stevebarclay
@johnwest_jaws

Top hashtags:
#covid
#covid19
#prevención
#patriaunidadepaz
#longcovid
#44806
#elmetrorenace
#lavuelta22

Description:
Description
The graph represents a network of 11,237 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 Sunday, 04 September 2022 at 08:07 UTC.

The requested start date was Sunday, 04 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 2-day, 0-hour, 4-minute period from Wednesday, 31 August 2022 at 12:15 UTC to Friday, 02 September 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 : 11237
Unique Edges : 6695
Edges With Duplicates : 11777
Total Edges : 18472
Number of Edge Types : 5
Retweet : 5199
MentionsInRetweet : 6156
Tweet : 2739
Replies to : 1414
Mentions : 2964
Self-Loops : 2779
Reciprocated Vertex Pair Ratio : 0.00717139637332241
Reciprocated Edge Ratio : 0.014240667276981
Connected Components : 2831
Single-Vertex Connected Components : 831
Maximum Vertices in a Connected Component : 2779
Maximum Edges in a Connected Component : 5805
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 11.341082
Graph Density : 7.7863798182611E-05
Modularity : 0.585414
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 11,237 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 Sunday, 04 September 2022 at 08:07 UTC.

The requested start date was Sunday, 04 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 2-day, 0-hour, 4-minute period from Wednesday, 31 August 2022 at 12:15 UTC to Friday, 02 September 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:
[21] https://www.theguardian.com/world/2022/aug/31/china-places-millions-into-covid-lockdown-again-as-economy-continues-to-struggle
[16] https://ottawacitizen.com/news/local-news/decision-to-end-covid-isolation-not-based-on-science-infectious-disease-expert-warns
[16] https://www.news18.com/news/india/world-bank-heaps-praise-on-indias-success-in-covid-19-procurement-lists-key-lessons-strategies-5856001.html
[15] https://www.covid19treatmentguidelines.nih.gov/therapies/antiviral-therapy/
[12] https://www.bbc.co.uk/news/business-62753949
[11] https://www.business-standard.com/article/markets/markets-log-3rd-highest-monthly-fpi-inflows-since-covid-outbreak-in-august-122083100473_1.html
[10] https://www.nytimes.com/2022/08/31/health/life-expectancy-covid-pandemic.html?smid=nytcore-ios-share&referringSource=articleShare
[9] https://www.ft.com/content/26e0731f-15c4-4f5a-b2dc-fd8591a02aec
[9] https://www.mercurynews.com/2022/08/26/qa-the-new-covid-vaccine-booster-is-coming-should-you-get-it/
[9] https://www.npr.org/sections/health-shots/2022/08/31/1120192583/life-expectancy-in-the-u-s-continues-to-drop-driven-by-covid-19

Top URLs in Tweet in G1:
[21] https://www.theguardian.com/world/2022/aug/31/china-places-millions-into-covid-lockdown-again-as-economy-continues-to-struggle
[8] https://www.casaitaliaradio.com/
[5] https://globalnews.ca/news/9096651/ontario-fall-respiratory-season-covid-update/
[4] https://www.news18.com/news/india/world-bank-heaps-praise-on-indias-success-in-covid-19-procurement-lists-key-lessons-strategies-5856001.html
[4] https://www.foxnews.com/politics/emergency-covid-money-early-2021-bill-slow-spent-often-toward-non-covid-uses
[3] https://www.nytimes.com/2022/08/31/health/life-expectancy-covid-pandemic.html
[3] https://www.business-standard.com/article/markets/markets-log-3rd-highest-monthly-fpi-inflows-since-covid-outbreak-in-august-122083100473_1.html
[3] https://www.cnn.com/2022/09/01/health/covid-omicron-booster-explainer-wellness/index.html
[3] https://3eravoz.com/sucesos/covid-19-111-nuevos-casos-y-ningun-fallecido/
[3] https://3eravoz.com/sucesos/se-registraron-116-nuevos-casos-y-ninguna-muerte-por-covid-19/

Top URLs in Tweet in G2:
[2] https://www.ctvnews.ca/health/health-headlines/getting-a-covid-19-booster-dose-should-top-canadians-fall-to-do-list-says-health-minister-1.6051991?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=6310ff44a2fab900019e27fd&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/china-locks-down-21-million-in-chengdu-in-covid-19-outbreak-1.6051255?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=63109c70eaccd20001aa5e95&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/expert-predicts-massive-eighth-wave-after-ont-lifts-covid-isolation-rules-1.6050428?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=63100b27eaccd20001aa37cf&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/expert-predicts-massive-eighth-wave-after-ont-lifts-covid-isolation-rules-1.6050428?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=631046e7a627690001e44f92&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/expert-predicts-massive-eighth-wave-after-ont-lifts-covid-isolation-rules-1.6050428?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=630fce2feaccd20001aa292b&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://twitter.com/TorontoStar/status/1565035773363200001
[2] https://www.ontario.ca/bookvaccine
[2] https://trib.al/lekzki3
[1] https://www.thepeterboroughexaminer.com/ts/life/health_wellness/2022/08/30/racialized-people-had-higher-mortality-rates-from-covid-19-statistics-canada.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00403-0

Top URLs in Tweet in G3:
[2] https://www.covid19treatmentguidelines.nih.gov/therapies/antiviral-therapy/ivermectin/
[1] https://twitter.com/EveDpont/status/1564458614777008130
[1] https://www.businesswire.com/news/home/20220830006029/en/Pfizer-and-BioNTech-Granted-FDA-Emergency-Use-Authorization-of-Omicron-BA.4BA.5-Adapted-Bivalent-COVID-19-Vaccine-Booster-for-Ages-12-Years-and-Older
[1] https://forum.chaudiere.ca/viewtopic.php?p=6102#p6102
[1] https://ussanews.com/2022/08/24/supreme-court-confirms-that-the-damage-caused-by-covid-mrna-gene-therapies-is-irreparable/
[1] https://www.mercurynews.com/2022/08/26/qa-the-new-covid-vaccine-booster-is-coming-should-you-get-it/
[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

Top URLs in Tweet in G4:
[1] https://www.usatoday.com/in-depth/news/nation/2022/05/15/us-reaches-1-million-covid-deaths/7043778001/
[1] https://abcnews.go.com/Health/dying-covid-unvaccinated/story?id=82834971
[1] https://www.theepochtimes.com/brown-university-not-denying-that-student-was-hospitalized-after-covid-19-vaccination_4701368.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://twitter.com/johnsgunn/status/1564659285883322369
[1] https://zoom.us/webinar/register/WN_2CY5VGh7Rk6NeDPZOpzKyQ
[1] https://rumble.com/v1huyrn-ivermectin-the-truth.html
[1] https://pierrekory.substack.com/p/the-historic-suppression-of-scientific?r=3ixev&s=r&utm_campaign=post&utm_medium=email
[1] https://www.theepochtimes.com/moderna-sues-pfizer-over-covid-vaccine-patent-infringement-but-patents-belong-to-the-world-says-dr-robert-malone_4693187.html?utm_source=ref_share&utm_campaign=tw&rs=SHRFXRLX

Top URLs in Tweet in G5:
[4] https://www.vtv.gob.ve/dia-899-lucha-covid-31082022/
[4] https://www.vtv.gob.ve/lula-destacad-solidaridad-venezuela-covid-19/
[3] https://www.vtv.gob.ve/dia-898-lucha-covid-30082022/
[2] https://www.youtube.com/watch?v=9irEbVgUQmU&feature=youtu.be

[2] https://redradiove.com/900-dias-en-pandemia-asi-esta-venezuela-frente-al-covid-19/
[1] https://www.youtube.com/watch?v=V2ZZbP6XU3c&feature=youtu.be

[1] https://www.youtube.com/watch?v=v2wI-ZJTQwY&feature=youtu.be

[1] https://www.dailymotion.com/video/x8daxbl*074
[1] https://twitter.com/VTVcanal8/status/1565664584744288257
[1] https://venezuela-news.com/dia-899-pandemia-venezuela-111-nuevos-casos-covid-19/

Top URLs in Tweet in G6:
[2] https://www.bmj.com/content/378/bmj-2022-071234
[2] https://wellcomeopenresearch.org/articles/5-224
[2] https://www.independent.ie/regionals/louth/news/louth-womans-life-changed-completely-by-long-covid-41953114.html?fbclid=IwAR3x4DcXk3FjH2OR4Ww5cOeEttXaBqZhh-TGOnj-BQGkpN0RZ0T3Su_APX4
[1] https://twitter.com/DFisman/status/1565080469259145220
[1] https://twitter.com/dgurdasani1/status/1565637836300341248
[1] https://www.tiktok.com/@weselymd/video/7138390191886159147?_t=8VK1EVS2Bg3&_r=1
[1] https://www.sciencenews.org/article/covid-infection-471-days-coronavirus-evolution-variants
[1] https://medicalxpress.com/news/2022-08-covid-australia-millions-days.html
[1] https://www.theguardian.com/world/2022/sep/01/nearly-2000-australian-children-have-lost-parents-to-covid
[1] https://www.standard.co.uk/news/health/long-covid-numbers-people-suffering-uk-office-for-national-statistics-b1022353.html

Top URLs in Tweet in G7:
[8] https://childrenshealthdefense.org/defender/covid-vaccine-pfizer-pregnant-women-cola/
[7] https://www.documentcloud.org/documents/22140176-report-from-working-group-of-vaccine-analysis-in-germany
[6] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4049618&dgcid=ejournal_htmlemail_coronavirus:infectious:disease:research:ejournal_abstractlink
[6] https://www.tf1info.fr/sante/royaume-uni-le-vaccin-contre-le-covid-19-est-il-finalement-deconseille-aux-femmes-enceintes-et-allaitantes-2230922.html
[5] https://infodujour.fr/societe/59490-covid-19-linfection-virale-moins-frequente-en-haute-altitude-pourquoi
[2] https://www.youtube.com/watch?v=po3GMgee-vc&feature=youtu.be

[2] https://childrenshealthdefense.org/defender/unvaccinated-covid-misinformation-discrimination/
[1] https://twitter.com/BanounHelene/status/1564289572187656192
[1] https://twitter.com/Andromaque19841/status/1564844379642236932
[1] https://twitter.com/GabinJean3/status/1564865726812262401

Top URLs in Tweet in G8:
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2020-03-01..latest&facet=none&pickerSort=desc&pickerMetric=new_cases_per_million&Metric=Confirmed+deaths&Interval=Cumulative+%28last+12+months%29&Relative+to+Population=false&Color+by+test+positivity=false&country=~USA
[1] http://www.brookings.edu/research/new-data-shows-long-covid-is-keeping-as-many-as-4-million-people-out-of-work/
[1] https://abcnews.go.com/Health/covid-cases-students-1st-week-chicago-schools-triple/story?id=89045790
[1] https://twitter.com/neuroecology/status/1479432438896017409
[1] https://www.mdpi.com/2414-6366/7/8/196?utm_medium=email&utm_source=substack
[1] https://mayoclinicproceedings.org/article/S0025-6196(12)61858-8/fulltext
[1] https://www.reuters.com/article/factcheck-heart-teens-vaccine/fact-check-study-of-thai-teenagers-did-not-find-one-third-experienced-heart-effects-after-covid-vaccination-idUSL1N2ZT2B5
[1] https://twitter.com/joebiden/status/1565007006443995138
[1] https://calgaryherald.com/news/local-news/new-questions-being-raised-around-lack-of-covid-protections-in-schools
[1] https://twitter.com/nytimes/status/1564934795645403136

Top URLs in Tweet in G9:
[6] https://economictimes.indiatimes.com/news/economy/policy/wait-watch-and-then-respond-to-covid-19s-economic-impact-sanjeev-sanyal-principal-economic-adviser/articleshow/84196241.cms?from=mdr
[4] https://www.financialexpress.com/economy/covid-relief-targeted-not-lavish-credit-works-better-says-cea-kv-subramanian/2283050/
[3] https://www.telegraphindia.com/business/fiscal-stimulus-tied-to-vaccine-release-says-krishnamurthy-subramanian/cid/1787086
[2] https://www.business-standard.com/article/markets/markets-log-3rd-highest-monthly-fpi-inflows-since-covid-outbreak-in-august-122083100473_1.html
[2] https://www.news18.com/news/india/world-bank-heaps-praise-on-indias-success-in-covid-19-procurement-lists-key-lessons-strategies-5856001.html
[1] https://iai.tv/articles/spending-wont-save-us-india-economy-auid-1587
[1] https://indianexpress.com/article/india/arvind-subramanian-e-adda-covid-response-driven-need-affordability-6390952/
[1] https://www.livemint.com/news/india/chorus-grows-for-10-trillion-stimulus-as-lockdown-ravages-economy-11586457042338.html
[1] https://www.financialexpress.com/economy/covid-19-india-needs-large-fiscal-stimulus-says-kaushik-basu/1954096/
[1] https://qz.com/india/1851665/abhijit-banerjee-rahul-gandhi-on-indias-covid-19-stimulus/

Top URLs in Tweet in G10:
[1] https://lecourrier-du-soir.com/covid-apres-la-perte-de-72-milliards-dollars-de-son-secteur-touristique-laustralie-ouvre-ses-portes-aux-non-vaccines/

Top Domains
Top Domains in Tweet in Entire Graph:
[335] twitter.com
[63] co.uk
[48] theguardian.com
[38] nytimes.com
[35] youtube.com
[27] apnews.com
[24] trib.al
[24] nih.gov
[23] ctvnews.ca
[21] npr.org

Top Domains in Tweet in G1:
[90] twitter.com
[26] theguardian.com
[10] co.uk
[9] nytimes.com
[9] apple.news
[8] youtube.com
[8] apnews.com
[8] casaitaliaradio.com
[7] globalnews.ca
[7] com.br

Top Domains in Tweet in G2:
[11] ctvnews.ca
[7] twitter.com
[3] nature.com
[2] thestar.com
[2] citynews.ca
[2] ontario.ca
[2] trib.al
[1] thepeterboroughexaminer.com
[1] ofl.ca
[1] cp24.com

Top Domains in Tweet in G3:
[2] nih.gov
[1] twitter.com
[1] businesswire.com
[1] chaudiere.ca
[1] ussanews.com
[1] mercurynews.com
[1] cureus.com

Top Domains in Tweet in G4:
[2] theepochtimes.com
[1] usatoday.com
[1] go.com
[1] twitter.com
[1] zoom.us
[1] rumble.com
[1] substack.com

Top Domains in Tweet in G5:
[11] gob.ve
[4] youtube.com
[2] redradiove.com
[1] dailymotion.com
[1] twitter.com
[1] venezuela-news.com

Top Domains in Tweet in G6:
[11] twitter.com
[3] bmj.com
[2] theguardian.com
[2] co.uk
[2] wellcomeopenresearch.org
[2] independent.ie
[1] tiktok.com
[1] sciencenews.org
[1] medicalxpress.com
[1] emory.edu

Top Domains in Tweet in G7:
[10] childrenshealthdefense.org
[7] documentcloud.org
[6] ssrn.com
[6] tf1info.fr
[5] twitter.com
[5] infodujour.fr
[2] youtube.com
[1] wpcomstaging.com
[1] expose-news.com
[1] nih.gov

Top Domains in Tweet in G8:
[7] twitter.com
[2] ourworldindata.org
[2] tiktok.com
[2] rumble.com
[1] brookings.edu
[1] go.com
[1] mdpi.com
[1] mayoclinicproceedings.org
[1] reuters.com
[1] calgaryherald.com

Top Domains in Tweet in G9:
[8] indiatimes.com
[5] financialexpress.com
[3] telegraphindia.com
[2] business-standard.com
[2] news18.com
[1] iai.tv
[1] indianexpress.com
[1] livemint.com
[1] qz.com
[1] wsj.com

Top Domains in Tweet in G10:
[1] lecourrier-du-soir.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[202] covid
[132] covid19
[105] prevención
[67] patriaunidadepaz
[55] longcovid
[41] 44806
[33] elmetrorenace
[33] lavuelta22
[33] 31ago
[32] covid_19



Top Hashtags in Tweet in G1:
[27] covid
[21] covid19
[11] news
[8] casaitaliaradio
[8] webradio
[8] radio
[8] casa
[8] home
[8] design
[8] politica

Top Hashtags in Tweet in G2:
[17] covid
[14] onted
[14] covid19
[6] onpoli
[4] sarscov2
[3] covidisairborne
[3] covidisnotover
[3] longcovid
[2] backtoclass
[2] paidsickdays

Top Hashtags in Tweet in G4:
[2] rhodeisland
[2] covid19
[1] nbpoli
[1] postcovid
[1] longcovid
[1] flccc
[1] neurological
[1] protocols
[1] treatment

Top Hashtags in Tweet in G5:
[100] prevención
[63] patriaunidadepaz
[33] 9/2/2022 12:00:00 AM
[25] 31ago
[24] elmetrorenace
[22] 9/1/2022 12:00:00 AM
[14] nuevaerabinacional
[13] envideo
[11] 9/1/2022 12:00:00 AM
[10] 9/2/2022 12:00:00 AM

Top Hashtags in Tweet in G6:
[15] longcovid
[6] longcovidkids
[5] covid19
[4] covid
[4] longcovidrecovery
[3] evusheld
[2] pots
[2] mecfs
[2] long
[1] auspol

Top Hashtags in Tweet in G7:
[1] macron
[1] restrictions

Top Hashtags in Tweet in G8:
[3] share
[3] donate
[2] onhealth
[2] maralago
[1] covid19ab
[1] onpoli
[1] longcovid
[1] truthsocial
[1] cashappfriday
[1] neisvoid

Top Hashtags in Tweet in G9:
[2] puppetsofbjp
[2] khelahobe
[2] upscextraattempt
[2] fpi
[2] positivenews
[1] longindia
[1] savekarnatakafrommodi
[1] gobackmodi
[1] revdieconomics
[1] newindia

Top Hashtags in Tweet in G10:
[1] facebook
[1] factcheckers
[1] coronascam

Top Words
Top Words in Tweet in Entire Graph:
[7776] covid
[1700] 19
[729] people
[392] vaccine
[390] long
[385] more
[369] years
[308] many
[283] health
[280] over

Top Words in Tweet in G1:
[826] covid
[241] 19
[55] people
[44] china
[38] again
[34] more
[33] pandemic
[31] 2022
[30] lockdown
[30] time

Top Words in Tweet in G2:
[248] covid
[74] ontario
[69] people
[65] school
[45] isolation
[34] re
[31] go
[30] children
[30] public
[30] back

Top Words in Tweet in G3:
[210] covid
[160] ivermectin
[148] nih
[148] treating
[147] dusty_dweller
[147] years
[146] suddenly
[146] shows
[146] website
[146] denial

Top Words in Tweet in G4:
[46] covid
[13] pierrekory
[12] many
[12] alexberenson
[11] pretty
[10] fooled
[10] including
[10] never
[10] treated
[10] single

Top Words in Tweet in G5:
[241] covid
[199] 19
[100] #prevención
[92] vtvcanal8
[82] evitar
[78] métodos
[78] preventivos
[78] efectivos
[68] mascarilla
[63] #patriaunidadepaz

Top Words in Tweet in G6:
[132] covid
[39] long
[25] people
[20] meetjess
[19] 19
[18] uk
[17] children
[16] year
[15] #longcovid
[15] going

Top Words in Tweet in G7:
[117] covid
[54] ils
[52] tiens
[39] f_philippot
[39] l'ivermectine
[38] nih
[36] tatiann69922625
[32] comme
[30] banounhelene
[28] aucune

Top Words in Tweet in G8:
[144] covid
[58] school
[36] still
[35] laurieallee
[31] more
[29] joebiden
[29] doesn
[27] positive
[26] kids
[25] daughter

Top Words in Tweet in G9:
[67] क
[51] र
[38] covid
[35] narendramodi
[33] त
[33] न
[30] म
[30] प
[27] india
[26] व

Top Words in Tweet in G10:
[135] covid
[58] ivermectin
[57] yesterday
[57] national
[57] institute
[57] health
[57] added
[57] list
[57] treatment
[57] looks

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1651] covid,19
[286] long,covid
[172] manuelrico,hoy
[165] covid,vaccine
[160] nih,website
[155] treating,covid
[152] covid,years
[151] suddenly,ivermectin
[151] ivermectin,shows
[151] shows,nih

Top Word Pairs in Tweet in G1:
[236] covid,19
[23] covid,lockdown
[20] china,places
[20] places,millions
[20] millions,covid
[20] lockdown,again
[20] again,economy
[20] economy,continues
[20] continues,struggle
[14] during,covid

Top Word Pairs in Tweet in G2:
[22] covid,isolation
[21] go,back
[20] covid,19
[18] dr,moore
[17] seeing,people
[17] people,saying
[17] saying,ontario
[17] ontario,gone
[17] gone,full
[17] full,florida

Top Word Pairs in Tweet in G3:
[148] treating,covid
[146] suddenly,ivermectin
[146] ivermectin,shows
[146] shows,nih
[146] nih,website
[146] website,treating
[146] covid,years
[146] years,denial
[146] denial,blocking
[146] blocking,interference

Top Word Pairs in Tweet in G4:
[10] fooled,many
[10] many,including
[10] including,alexberenson
[10] alexberenson,never
[10] never,treated
[10] treated,single
[10] single,covid
[10] covid,patient
[10] patient,pretty
[10] pretty,strong

Top Word Pairs in Tweet in G5:
[199] covid,19
[78] métodos,preventivos
[78] preventivos,efectivos
[78] efectivos,evitar
[73] vtvcanal8,#prevención
[59] #prevención,uso
[59] uso,adecuado
[59] adecuado,mascarilla
[59] mascarilla,indica
[59] indica,métodos

Top Word Pairs in Tweet in G6:
[34] long,covid
[19] covid,19
[8] covid,damage
[8] damage,body
[8] body,blood
[8] blood,brain
[8] brain,going
[8] going,disaster
[8] disaster,take
[8] take,time

Top Word Pairs in Tweet in G7:
[27] covid,ils
[26] tiens,tiens
[26] tiens,soudain
[26] soudain,l'ivermectine
[26] l'ivermectine,apparaît
[26] apparaît,site
[26] site,web
[26] web,nih
[26] nih,traiter
[26] traiter,covid

Top Word Pairs in Tweet in G8:
[25] school,daughter
[25] daughter,still
[25] still,covid
[25] covid,positive
[23] friend's,middle
[23] middle,school
[23] positive,10
[23] 10,days
[23] days,school
[23] school,told

Top Word Pairs in Tweet in G9:
[18] रत,क
[18] र,क
[18] ह,प
[16] covid,19
[12] under,leadership
[11] hon,pm
[11] क,व
[11] व,ड
[11] क,ल
[11] ज,स

Top Word Pairs in Tweet in G10:
[57] yesterday,national
[57] national,institute
[57] institute,health
[57] health,added
[57] added,ivermectin
[57] ivermectin,list
[57] list,covid
[57] covid,treatment
[57] treatment,looks
[57] looks,conspiracy

Top Replied-To
Top Replied-To in Entire Graph:
@covid_parent
@joebiden
@albomp
@covid_1_9
@marcuskelson
@laurieallee
@ctvnews
@drfahrettinkoca
@mjrowland68
@jewelshepard

Top Replied-To in G2:
@ctvnews
@munakadri
@steveclarkpc
@richardcitynews
@regina_bateson
@frostgroup1
@naheedd
@dfisman
@onthealth
@pathogenetics

Top Replied-To in G3:
@dusty_dweller
@leftydetroit
@_johnbye

Top Replied-To in G4:
@juliahb1
@iainmulady
@bebeballena
@zakalwe_x
@tomunde
@swaledalemutton
@natedoromal
@murphyone4u
@treeps3
@cabooster

Top Replied-To in G5:
@d212_gnb

Top Replied-To in G6:
@doctorsoumya
@mchp66592467
@greg_travis
@prguy17
@beam657
@covidsolidarit1
@janasvenska
@selkieo
@meetjess
@emily_rj

Top Replied-To in G7:
@f_philippot
@banounhelene
@totalenergiespr
@monsieurleduc14

Top Replied-To in G8:
@joebiden
@laurieallee
@breaking911
@noahtzedek
@curmudg87729259
@incindery1
@danaparish
@claringtontruth
@precipice87
@pjhn22

Top Replied-To in G9:
@narendramodi
@rukbanurrahman
@ritabratabanerj
@drjitendrasingh
@bjp4karnataka
@shitul905
@nrajabpcl
@iiscbangalore

Top Replied-To in G10:
@jamesmelville
@imudlet
@trans_farmer

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@dusty_dweller
@vtvcanal8
@jakeshieldsajj
@ladysonap
@xx17965797n
@f_philippot
@tatiann69922625
@laurieallee
@ap

Top Mentioned in G1:
@newsflash_tf
@masao_sakuraba
@deborakelemen
@peterdconley
@writinggifts
@suimu2013
@qwertyeusk
@airacademy

Top Mentioned in G2:
@dfisman
@regina_bateson
@cheridinovo
@ctvnews
@fordnation
@raghu_venugopal
@sflecce
@drmwarner
@andrewfromkw
@davidhamer_1951

Top Mentioned in G3:
@dusty_dweller
@xx17965797n
@carlosvecino4
@vprasadmdmph
@mercnews
@hoeyberghsjeff
@ajfkdemocrat
@_johnbye
@chriswnunn
@wakethepatriots

Top Mentioned in G4:
@pierrekory
@alexberenson
@johnsgunn
@juliahb1
@breezergalway
@1ohreally
@mcfunny
@skepticalmutant
@jimeeliberty
@epochtimes

Top Mentioned in G5:
@vtvcanal8
@gnb_pueblo
@tonino1630
@cuidate
@maridlcm1
@d212_gnb
@carnetdlapatria
@dg_psan
@maturindgp
@gnbcanaguarnac

Top Mentioned in G6:
@meetjess
@dgurdasani1
@baldypidge
@antonio_caramia
@dr2nisreenalwan
@andrewewing11
@sarahoc_mecfs
@ankemarsh
@tigresseleanor
@kit_yates_maths

Top Mentioned in G7:
@f_philippot
@tatiann69922625
@banounhelene
@tomraiders32
@avocatdupeuple
@monsieurleduc14
@tf1
@lobservateurli2
@dreslincourt
@realdrmarlon

Top Mentioned in G8:
@laurieallee
@joebiden
@walkerbragman
@fitterhappieraj
@billius27
@enigmastellkit
@amandalhu
@p_mcculloughmd
@danaparish
@derek_a_franks

Top Mentioned in G9:
@narendramodi
@rmantri
@myogiadityanath
@pmoindia
@visshnumittal
@subramaniankri
@apanagariya
@sanjeevsanyal
@ips_nupurprasad
@nrajabpcla

Top Mentioned in G10:
@jakeshieldsajj
@jamesmelville
@bdavidweiss
@rientshofstra
@tweettruth2me
@mindfuldamage
@ianb_67
@marybaphomet
@johnwest_jaws
@braam_ola

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@infoitinterno
@americanair
@difusion365
@detikcom
@postematico
@vaporware
@chris_1791
@tradermarcocost
@lennaleprena

Top Tweeters in G1:
@zazoomblog
@infoitinterno
@postematico
@vaporware
@blackcentaurfx
@navroopsingh_
@antaranews
@mediaindonesia
@infoitsalute
@bancaynegocios

Top Tweeters in G2:
@washingtonpost
@ctvnews
@countfloyd2020
@yeswombat
@susiemadrak
@elle_v__
@winter_canada
@starmediaguy
@baerhealth
@concernedfruit

Top Tweeters in G3:
@starcoreone02
@mercnews
@lutgroenez
@yardonna
@calltoart
@iamshinerk
@jonashcroft3
@scubadiva20
@xlonemanwalking
@nishtunishaa

Top Tweeters in G4:
@doritmi
@rolo_tamasi
@scepticalaussie
@epochtimes
@fillmorewhite
@monstercoyliar
@latimeralder
@stutterloudly
@lalaruefrench75
@takethatct

Top Tweeters in G5:
@vtvcanal8
@metro_caracas
@luiscarrillo66
@1412yolis
@gnb_pueblo
@nicolasmaduro
@ebenciol
@gnbvcostera
@valeria_gr76
@redi_andes

Top Tweeters in G6:
@paulpaul49
@caz5697
@disguisedevilin
@marypcbuk
@abcnews
@daisybelll
@solutionprovida
@marcusfitzsimon
@katecushing2
@mary_tambling63

Top Tweeters in G7:
@lopezdominique2
@william85837998
@avril_sylvie
@jackimbe
@philvelissariou
@vicmahec
@passionsdelisah
@nat1807
@007dijon
@darioritum

Top Tweeters in G8:
@tinu
@gizmomathboy
@shayesbreezzy
@noahtzedek
@kayfey
@pamacious
@google
@chrisjlmcdonald
@garrettshorr
@sexcpotatoes

Top Tweeters in G9:
@justice78602373
@paraskghelaanii
@nair_nandu08
@brigbin
@lakshmianand96
@indiaunleashed_
@dravsriv
@ajey_rai
@arvind_joshi
@bjp4india

Top Tweeters in G10:
@neoavatara
@tweettruth2me
@johnwest_jaws
@t2rantor
@bigbrothernut
@talikka
@freedomfascist
@evenoxmyx
@glowsinmyheart
@cjoliver1


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