COVID, Twitter, 9/18/2022 1:05:03 PM, 282031


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COVID_2022-09-18_00-57-06.xlsx
COVID_2022-09-18_00-57-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2022
Short Description:
COVID via NodeXL https://bit.ly/3BPuOg5
@who
@janehughesmd
@cdcgov
@mscraftybits
@incrementallog1
@meetjess
@f_philippot
@aremsbee
@tryangregory
@renztom

Top hashtags:
#covid
#covid19
#longcovid
#covid_19
#trudeaumustgo
#enavancetecnológico
#44820
#ad_live

Description:
Description
The graph represents a network of 10,653 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, 18 September 2022 at 08:09 UTC.

The requested start date was Sunday, 18 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, 5-minute period from Wednesday, 14 September 2022 at 12:14 UTC to Friday, 16 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 : 10653
Unique Edges : 6284
Edges With Duplicates : 11666
Total Edges : 17950
Number of Edge Types : 5
Retweet : 5319
MentionsInRetweet : 6369
Tweet : 2545
Mentions : 2410
Replies to : 1307
Self-Loops : 2577
Reciprocated Vertex Pair Ratio : 0.00507077963236848
Reciprocated Edge Ratio : 0.010090393104898
Connected Components : 2571
Single-Vertex Connected Components : 735
Maximum Vertices in a Connected Component : 3104
Maximum Edges in a Connected Component : 6892
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 12.030498
Graph Density : 8.38416974283035E-05
Modularity : 0.577747
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 10,653 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, 18 September 2022 at 08:09 UTC.

The requested start date was Sunday, 18 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, 5-minute period from Wednesday, 14 September 2022 at 12:14 UTC to Friday, 16 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:
[121] https://www.theflstandard.com/vaccine-narrative-collapses-as-harvard-study-shows-jab-more-dangerous-than-covid/
[41] https://alexberenson.substack.com/p/denmark-ends-covid-vaccinations-for-981
[37] https://www.youtube.com/watch?v=hh9z0e3HOoc&feature=youtu.be

[37] https://twitter.com/hardhatbeast/status/1569960258855919616/video/1
[28] https://www.casaitaliaradio.com/
[19] https://dailysceptic.org/2022/09/12/covid-vaccine-destroys-natural-immunity-nejm-study-shows/
[19] https://www.politico.com/news/2022/09/14/global-covid-pandemic-response-bill-gates-partners-00053969
[18] https://thecountersignal.com/denmark-bans-covid-jab-for-most-people-under-50/
[17] https://www.fukushihoken.metro.tokyo.lg.jp/iryo/kansen/corona_portal/link/kouisyou.html
[15] https://www.youtube.com/watch?v=kxNJqkH8_M4&feature=youtu.be


Top URLs in Tweet in G1:
[28] https://www.casaitaliaradio.com/
[5] https://www.nytimes.com/2022/09/15/opinion/covid-booster-shot.html
[4] https://apnews.com/article/russia-ukraine-technology-politics-covid-health-5cdbe1ec32312699acbe8ba9b6a00eb5
[4] https://www.theflstandard.com/vaccine-narrative-collapses-as-harvard-study-shows-jab-more-dangerous-than-covid/
[3] https://grandesmedios.com/paxlovid-farmaco-covid-19/
[3] https://www.foxnews.com/politics/marine-corps-rescinds-penalties-service-members-seeking-vaxx-religious-accommodations
[3] https://japalpilpa.com/covid-una-larga-lista-de-mentiras/
[2] https://www.chinabevnews.com/2022/09/starbucks-plans-3000-new-china-stores.html
[2] https://www.wsj.com/articles/johns-hopkins-slows-frequency-of-covid-19-data-publication-11663156803
[2] https://www.rui.jp/ruinet.html?i=200&c=600&t=6&k=0&m=368282&g=131207

Top URLs in Tweet in G2:
[8] https://www.thelancet.com/infographics-do/covid-19-commission-2022
[3] https://www.healthdata.org/news-release/who-least-17-million-people-who-european-region-experienced-long-covid-first-two-years
[2] https://www.bmj.com/content/378/bmj.o2232
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext
[2] https://www.who.int/news/item/15-09-2022-who-responds-to-the-lancet-covid-19-commission
[1] https://twitter.com/SAHealth/status/1570662978642669570
[1] https://twitter.com/drclairetaylor/status/1569828744855969800
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext?utm_campaign=lancetcovidcomm22&utm_source=twitter&utm_medium=social
[1] https://twitter.com/toadmeister/status/1570715344922181632
[1] https://twitter.com/karamballes/status/1570535219308163072

Top URLs in Tweet in G3:
[4] https://rumble.com/v1jlsdg-principe-de-precaution-stop-vax-covid-art-68-macron-exit-1.html
[3] https://rumble.com/v1jlu4b-principe-de-precaution-stop-vax-covid-art-68-macron-exit-2.html
[2] https://uncutnews.ch/auch-in-den-niederlanden-zeigen-die-zahlen-dass-80-der-covid-patienten-geimpft-waren/
[2] https://lecourrier-du-soir.com/gros-scandale-covid-lunion-europeenne-a-depense-plus-de-71-milliards-deuros-dans-lachat-de-vaccins/
[2] https://twitter.com/politicoeurope/status/1570334809742012417
[2] https://rumble.com/v1jsklx-alerte-cri-d-alerte-stop-vax-covid-principe-de-precaution.html
[2] https://www.youtube.com/watch?v=ESy0Rp7nxlI&feature=youtu.be

[1] https://uncutnews.ch/neuer-lancet-bericht-besagt-dass-covid-aus-einem-us-labor-stammen-koennte/
[1] https://www.voaafrique.com/a/afrique-du-sud-deux-d%C3%A9c%C3%A8s-apr%C3%A8s-une-vaccination-anti-covid/6746796.html
[1] https://pubmed.ncbi.nlm.nih.gov/34516456/

Top URLs in Tweet in G4:
[8] https://studyfinds.org/children-with-covid-blood-vessel-damage/
[4] https://mainichi.jp/english/articles/20220607/p2a/00m/0na/028000c
[4] https://www.euronews.com/next/2022/03/15/long-covid-has-been-found-in-1-in-4-symptomatic-children-a-new-study-finds-what-are-the-sy
[3] https://pubmed.ncbi.nlm.nih.gov/34867935/
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/who-strongly-advises-against-use-two-covid-treatments-2022-09-15/
[2] https://tags.news.com.au/prod/newskey/generator.html?origin=https%3a%2f%2fwww.bodyandsoul.com.au%2fhealth%2furologist-on-why-covid-can-shrink-your-penis%2fnews-story%2f38f9933dac6ef13e9c7a9222075d4ed3&16454167051482862148
[2] https://www.legalreader.com/children-can-develop-severe-hepatitis-following-covid-infection/
[2] https://www.houstonchronicle.com/lifestyle/renew-houston/health/article/COVID-may-bring-a-tsunami-of-heart-attacks-in-17022193.php
[2] https://proteanmag.com/2022/03/22/motivated-reasoning-emily-osters-covid-narratives-and-the-attack-on-public-education/
[2] https://www.chicagomag.com/chicago-magazine/october-2022/the-long-haul/

Top URLs in Tweet in G5:
[3] https://www.webmd.com/lung/news/20200422/most-covid-19-patients-placed-on-ventilators-died-new-york-study-shows#1
[3] https://www.sst.dk/en/english/corona-eng/vaccination-against-covid-19
[2] https://twitter.com/jeffreyatucker/status/1570227635082661888
[1] https://twitter.com/lucygobag/status/1569778969871785988
[1] https://healthfeedback.org/claimreview/joe-rogan-interview-with-peter-mccullough-contains-multiple-false-and-unsubstantiated-claims-about-the-covid-19-pandemic-and-vaccines/
[1] https://www.astrazeneca.com/media-centre/press-releases/2022/evusheld-positive-chmp-opinion-in-eu.html#
[1] https://bloodcancer.org.uk/news/leading-charities-and-clinicians-urge-government-to-secure-evusheld/
[1] https://childrenshealthdefense.org/defender/mrna-covid-vaccine-vials-data-leak-cola/
[1] https://childrenshealthdefense.org/defender/covid-vaccine-mandate-college-students-unethical-et/
[1] https://childrenshealthdefense.org/defender/rockefeller-foundation-nonprofits-behavioral-psychology-covid-vaccines/

Top URLs in Tweet in G6:
[1] https://twitter.com/La_Plataforma_1/status/1568852361367494657

Top URLs in Tweet in G7:
[9] https://www.theguardian.com/commentisfree/2022/sep/15/australians-might-be-living-with-covid-but-aged-care-residents-are-still-dying-with-it-where-is-the-outrage-and-grief?CMP=Share_iOSApp_Other
[3] https://theconversation.com/imagining-covid-is-like-the-flu-is-cutting-thousands-of-lives-short-its-time-to-wake-up-190545?utm_source=twitter&utm_medium=bylinetwitterbutton
[2] https://www.skynews.com.au/australia-news/politics/video-surfaces-of-teal-independent-mp-dr-monique-ryan-flouting-her-own-rules-to-put-on-your-masks-amid-calls-for-covid-summit/news-story/152a0a45a1471bad9d7f10aabab11353
[2] https://www.abc.net.au/news/2022-07-25/covid-19-stats-australia-death-rate-high/101266098
[1] https://www.7news.com.au/
[1] https://twitter.com/abcnews/status/1570653375909462017
[1] https://www.abc.net.au/radionational/programs/breakfast/independent-mp-calls-on-government-to-rethink-covid-management/101437210
[1] https://twitter.com/ProfPCDoherty/status/1570203098009972736
[1] https://www.abc.net.au/radionational/programs/breakfast/independent-mp-calls-on-government-to-rethink-covid-management/101437210?utm_campaign=abc_radionational&utm_content=twitter&utm_medium=content_shared&utm_source=abc_radionational
[1] https://blogs.bmj.com/bmj/2021/09/13/covid-19-and-the-new-merchants-of-doubt/

Top URLs in Tweet in G8:
[1] https://www.nhlbi.nih.gov/science/atherosclerosis-risk-communities-aric-study#:~:text=What%20is%20the%20goal%20of,adults%20from%20four%20U.S.%20communities
[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://community.covidvaccineinjuries.com/chrystal-hopkins-miscarriage-severe-adverse-reactions-to-covid-vaccine/

Top URLs in Tweet in G9:
[3] https://www.theflstandard.com/vaccine-narrative-collapses-as-harvard-study-shows-jab-more-dangerous-than-covid/
[2] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-aefi-report.pdf?sc_lang=en
[2] https://www.sst.dk/en/English/Corona-eng/Vaccination-against-COVID-19
[2] https://www.theglobeandmail.com/amp/canada/article-quebec-nursing-home-often-gave-morphine-rather-than-treat-covid-19/
[2] https://childrenshealthdefense.org/defender/covid-vaccines-excess-deaths-germany/
[1] https://thefederalist.com/2022/09/09/cdc-admits-post-vaccine-myocarditis-concerns-that-were-labeled-covid-misinformation-are-legit/
[1] https://www.malcolmrobertsqld.com.au/portfolio-item/covid/
[1] https://www.politico.com/news/2022/09/14/global-covid-pandemic-response-bill-gates-partners-00053969
[1] https://www.worldometers.info/coronavirus/usa/florida/
[1] https://nationalpost.com/opinion/opinion-draconian-covid-measures-were-a-mistake-lets-not-repeat-them

Top URLs in Tweet in G10:
[90] https://www.theflstandard.com/vaccine-narrative-collapses-as-harvard-study-shows-jab-more-dangerous-than-covid/
[2] https://www.theguardian.com/world/2022/sep/14/end-of-covid-pandemic-in-sight-says-world-health-organization
[1] https://www.psypost.org/2022/09/new-psychology-research-finds-pavlovian-threat-conditioning-can-induce-long-lasting-memory-intrusions-63875
[1] https://thecountersignal.com/denmark-bans-covid-jab-for-most-people-under-50/

Top Domains
Top Domains in Tweet in Entire Graph:
[358] twitter.com
[123] theflstandard.com
[91] youtube.com
[62] substack.com
[38] theguardian.com
[35] politico.com
[29] co.uk
[28] com.au
[28] casaitaliaradio.com
[27] dailysceptic.org

Top Domains in Tweet in G1:
[83] twitter.com
[28] casaitaliaradio.com
[14] com.br
[9] nytimes.com
[8] apnews.com
[7] reuters.com
[6] youtube.com
[6] medriva.com
[5] theepochtimes.com
[5] politico.com

Top Domains in Tweet in G2:
[14] twitter.com
[13] thelancet.com
[3] bmj.com
[3] healthdata.org
[3] who.int
[1] fda.gov
[1] yahoo.com
[1] rsna.org
[1] youtube.com
[1] elespanol.com

Top Domains in Tweet in G3:
[11] rumble.com
[4] twitter.com
[3] uncutnews.ch
[2] lecourrier-du-soir.com
[2] youtube.com
[1] voaafrique.com
[1] nih.gov
[1] mdpi.com
[1] lejdd.fr
[1] lepetitjournal.com

Top Domains in Tweet in G4:
[10] twitter.com
[8] studyfinds.org
[4] mainichi.jp
[4] euronews.com
[4] nih.gov
[3] chicagomag.com
[2] reuters.com
[2] com.au
[2] legalreader.com
[2] houstonchronicle.com

Top Domains in Tweet in G5:
[5] twitter.com
[5] childrenshealthdefense.org
[3] webmd.com
[3] sst.dk
[1] healthfeedback.org
[1] astrazeneca.com
[1] org.uk
[1] theguardian.com
[1] reformer.com
[1] axios.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[9] theguardian.com
[4] twitter.com
[4] net.au
[3] com.au
[3] theconversation.com
[1] bmj.com
[1] levernews.com
[1] medpagetoday.com
[1] thelancet.com
[1] nytimes.com

Top Domains in Tweet in G8:
[1] nih.gov
[1] cureus.com
[1] covidvaccineinjuries.com

Top Domains in Tweet in G9:
[3] theflstandard.com
[2] publichealthontario.ca
[2] sst.dk
[2] theglobeandmail.com
[2] childrenshealthdefense.org
[1] thefederalist.com
[1] com.au
[1] politico.com
[1] worldometers.info
[1] nationalpost.com

Top Domains in Tweet in G10:
[90] theflstandard.com
[2] theguardian.com
[1] psypost.org
[1] thecountersignal.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[266] covid
[146] covid19
[82] longcovid
[80] covid_19
[78] trudeaumustgo
[77] enavancetecnológico
[74] 44820
[56] ad_live
[49] expoferiairánvenezuela2022
[49] prevención



Top Hashtags in Tweet in G1:
[40] covid
[31] news
[29] politica
[28] casaitaliaradio
[28] radio
[28] casa
[28] home
[28] design
[28] interiordesign
[28] economia

Top Hashtags in Tweet in G2:
[10] longcovid
[4] covid
[3] covid19
[3] un
[2] sdgs
[2] muertesevitables
[1] covidisnotover
[1] theyattackweamplify
[1] canada
[1] cdnpoli

Top Hashtags in Tweet in G3:
[6] astrazeneca
[2] universitedeteresistance
[2] remdesivir
[1] vaccins
[1] pfizer
[1] europe
[1] vaccin
[1] vonderleyen
[1] vonderleyendémission
[1] gilead

Top Hashtags in Tweet in G4:
[6] evusheld
[5] immunocompromised
[3] longcovid
[2] sotrovimab
[2] covid
[2] preprint
[2] pwme
[2] mecfs
[2] myalgice
[2] postcovid

Top Hashtags in Tweet in G5:
[2] immunosuppressed
[2] evusheld
[1] covid
[1] asthma
[1] covidbooster

Top Hashtags in Tweet in G6:
[18] noolvidamos

Top Hashtags in Tweet in G7:
[7] covid
[3] longcovid
[2] covid19aus
[2] letitrip
[2] auspol
[1] 7news
[1] covidisairborne
[1] maskup
[1] elderly
[1] disabled

Top Hashtags in Tweet in G9:
[3] retweet
[3] usa
[3] covid
[2] bigpharma
[2] eu
[1] removeron
[1] votehimout
[1] astrazeneca
[1] vaccination
[1] corona

Top Hashtags in Tweet in G10:
[3] covid
[3] vaccin
[3] booster
[1] massformation

Top Words
Top Words in Tweet in Entire Graph:
[7199] covid
[1833] 19
[711] people
[673] vaccine
[495] long
[487] more
[311] over
[306] 50
[306] pandemic
[290] one

Top Words in Tweet in G1:
[733] covid
[242] 19
[54] vaccine
[52] more
[40] #covid
[35] people
[33] deaths
[33] più
[32] pandemic
[31] still

Top Words in Tweet in G2:
[175] covid
[61] long
[50] thelancet
[40] 19
[33] dfisman
[24] people
[24] report
[23] commission
[22] pandemic
[20] last

Top Words in Tweet in G3:
[125] covid
[63] était
[49] vaccins
[48] myriamhebuterne
[41] président
[40] emmerde
[34] macron
[33] ai
[33] raoult
[32] lors

Top Words in Tweet in G4:
[259] covid
[75] meetjess
[70] kids
[67] long
[44] didn
[42] one
[39] 19
[38] children
[29] public
[29] first

Top Words in Tweet in G5:
[60] nahi
[53] covid
[40] vaccine
[30] kuch
[28] ventilators
[28] robertkennedyjr
[27] people
[26] forced
[26] died
[25] those

Top Words in Tweet in G6:
[243] hoy
[243] días
[220] manuelrico
[159] hospital
[155] residentes
[153] gobierno
[152] ayuso
[150] aprobó
[150] protocolo
[150] impedía

Top Words in Tweet in G7:
[147] covid
[47] mon4kooyong
[30] summer
[24] people
[20] still
[20] long
[20] year
[19] flu
[18] last
[18] disease

Top Words in Tweet in G8:
[17] covid
[7] vikilovesfacs
[6] ianbrow06641140
[6] mainsmains3
[5] doritmi
[4] leonchi85271604
[4] death
[3] geoffschuler
[3] right
[3] vaccines

Top Words in Tweet in G9:
[54] covid
[15] being
[12] vaccine
[12] berniespofforth
[12] biometrics
[12] legislation
[12] adopted
[12] globally
[12] strips
[12] privacy

Top Words in Tweet in G10:
[117] covid
[106] vaccine
[92] study
[91] janehughesmd
[90] narrative
[90] collapses
[90] harvard
[90] shows
[90] jab
[90] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1787] covid,19
[401] long,covid
[215] manuelrico,hoy
[205] covid,vaccine
[173] contra,covid
[160] under,50
[157] días,gobierno
[150] 19,vaccine
[150] gobierno,ayuso
[150] ayuso,aprobó

Top Word Pairs in Tweet in G1:
[236] covid,19
[29] 19,vaccine
[28] leggi,più
[28] più,#casaitaliaradio
[28] #radio,#casa
[28] #casa,#home
[28] #home,#design
[28] #design,#politica
[28] #politica,#interiordesign
[28] #interiordesign,#covid

Top Word Pairs in Tweet in G2:
[58] long,covid
[40] covid,19
[17] opportunity,reconnect
[17] reconnect,last
[17] last,evening
[17] evening,colleague
[17] colleague,runs
[17] runs,long
[17] covid,clinic
[17] clinic,busy

Top Word Pairs in Tweet in G3:
[32] lors,1ère
[32] 1ère,réunion
[32] réunion,conseil
[32] conseil,scientifique
[32] scientifique,pr
[32] pr,raoult
[32] raoult,était
[32] était,présent
[32] présent,macron
[32] macron,entré

Top Word Pairs in Tweet in G4:
[65] long,covid
[39] covid,19
[23] meetjess,one
[21] one,first
[21] first,lies
[21] lies,public
[21] public,led
[21] led,believe
[21] believe,covid
[21] covid,didn

Top Word Pairs in Tweet in G5:
[23] forced,ventilators
[23] ventilators,died
[22] 88,those
[22] those,forced
[22] died,people
[22] people,fathers
[22] fathers,mothers
[22] mothers,grandfathers
[22] grandfathers,far
[22] far,younger

Top Word Pairs in Tweet in G6:
[215] manuelrico,hoy
[150] días,gobierno
[150] gobierno,ayuso
[150] ayuso,aprobó
[150] aprobó,protocolo
[150] protocolo,impedía
[150] impedía,trasladar
[150] trasladar,hospital
[150] hospital,residentes
[134] residentes,vulnerab

Top Word Pairs in Tweet in G7:
[18] long,covid
[14] covid,19
[14] remember,awful
[14] awful,last
[14] last,summer
[14] summer,summer
[14] summer,omicron
[14] omicron,covid
[14] covid,variant
[14] variant,emerges

Top Word Pairs in Tweet in G8:
[6] ianbrow06641140,vikilovesfacs
[6] vikilovesfacs,mainsmains3
[4] leonchi85271604,ianbrow06641140
[2] jess89720553,doritmi
[2] doritmi,lefthandedkeith
[2] lefthandedkeith,realise
[2] realise,study
[2] study,ran
[2] ran,1985
[2] 1985,2015

Top Word Pairs in Tweet in G9:
[12] biometrics,legislation
[12] legislation,being
[12] being,adopted
[12] adopted,globally
[12] globally,strips
[12] strips,privacy
[12] privacy,self
[12] self,determination
[12] determination,covid
[12] covid,fear

Top Word Pairs in Tweet in G10:
[90] vaccine,narrative
[90] narrative,collapses
[90] collapses,harvard
[90] harvard,study
[90] study,shows
[90] shows,jab
[90] jab,more
[90] more,dangerous
[90] dangerous,covid
[89] janehughesmd,vaccine

Top Replied-To
Top Replied-To in Entire Graph:
@covid_parent
@mon4kooyong
@convomfs
@mildanalyst
@karl_lauterbach
@potus
@bfmtv
@gouvcansante
@jim_jordan
@meetjess

Top Replied-To in G2:
@dfisman
@paimadhu
@john_king55
@karamballes
@yonifreedhoff
@abundantlanduse
@useheadnheart
@kit_yates_maths
@parody_rcgp
@doctorasadkhan

Top Replied-To in G3:
@poulin2012
@yvespdb
@verity_france
@craneichabod3
@frlebourgeois
@tatiann69922625
@myriamhebuterne

Top Replied-To in G4:
@meetjess
@myrabatchelder
@schmaniel
@tomlins_amanda
@janetdafoe
@webmd
@vineettiruvadi
@trendingliberal
@kungfu_mandarin
@chaitrovert

Top Replied-To in G5:
@raghav_chadha
@arvindkejriwal
@aamaadmiparty
@soifererica
@createperhaps
@indignant110
@ndtv
@aapdelhi
@msisodia
@indiatoday

Top Replied-To in G6:
@manuelrico

Top Replied-To in G7:
@mon4kooyong
@profpcdoherty
@profmiketoole
@ragesheen
@brian_orak
@sophiescamps
@jbrame23
@snarkypeds
@drdecaluwe
@kanga7577

Top Replied-To in G8:
@leonchi85271604
@mpc_xetts
@jess89720553
@emfelter
@angryfleas
@mon4kooyong
@jarbot15
@drmkry
@vikilovesfacs

Top Replied-To in G9:
@sophiadahl1
@trynottorolla1
@senrandpaul
@govrondesantis
@raptorgirlsk
@sfdb
@mandino788
@rpollardrealtor
@tomtsec
@karenpierceuk

Top Replied-To in G10:
@newstalkfm
@paulmurphy_td
@janehughesmd

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@janehughesmd
@jakeshieldsajj
@vtvcanal8
@koichi_kawakami
@meetjess
@senronjohnson
@narendramodi
@ad_live_project
@calltoactivism

Top Mentioned in G1:
@dr_monate_
@wolf_girl_yulia
@rostokinskiy
@progressistaimb
@5msk32
@laurunia3
@dissentw
@geisteslicht
@the_uia
@idfwu_no46

Top Mentioned in G2:
@thelancet
@dfisman
@dgurdasani1
@erictopol
@paimadhu
@kit_yates_maths
@bmj_latest
@chantz_y
@jonathan_k_cook
@trishgreenhalgh

Top Mentioned in G3:
@myriamhebuterne
@sinedwarrior
@michelerivasi
@verity_france
@poulin2012
@agretdenis
@sudradio
@philippemurer
@bjulie54257687
@docteurpeb1

Top Mentioned in G4:
@meetjess
@myrabatchelder
@walkerbragman
@youarelobbylud
@jfeldman_epi
@eagerrealist
@wired
@wireduk
@ubakaogbogu
@vprasadmdmph

Top Mentioned in G5:
@robertkennedyjr
@jeffreyatucker
@gbnews
@laworfiction
@profnfenton
@0800_ksmy_ass
@drmatthewsweet
@aamaadmiparty
@juliahadley15
@iainmulady

Top Mentioned in G6:
@manuelrico
@fiscal_es
@josluisheredero
@mmoli588
@maribel60780973

Top Mentioned in G7:
@mon4kooyong
@profpcdoherty
@danielandrewsmp
@profmiketoole
@conversationedu
@albomp
@tnicholsmd
@ragesheen
@rnbreakfast
@drkerrynphelps

Top Mentioned in G8:
@ianbrow06641140
@vikilovesfacs
@mainsmains3
@doritmi
@geoffschuler
@atomskssanakan
@kstateturk
@lefthandedkeith
@minnesotaexpat
@cbeckj

Top Mentioned in G9:
@berniespofforth
@reflectionsv2
@maximebernier
@govrondesantis
@melissalantsman
@bob_gedron
@christinapushaw
@ezralevant
@rupasubramanya
@senrandpaul

Top Mentioned in G10:
@janehughesmd
@commonsensemd1
@therealkeean
@fatemperor
@paulmurphy_td
@robertkennedyjr
@colcireland
@newstalkfm
@hoedangebouw7
@jeffreyatucker

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@ptjasamarga
@kompascom
@guardiadigital
@andyvermaut
@okezonenews
@neoinformes
@tuitores
@unoticias
@vivacoid

Top Tweeters in G1:
@zazoomblog
@ptjasamarga
@kompascom
@guardiadigital
@andyvermaut
@okezonenews
@neoinformes
@tuitores
@n_carvalheira
@newsfilterio

Top Tweeters in G2:
@changetocindy
@katelaity
@kirkmurphy
@mig30m6
@marypcbuk
@anik1968
@fascinatorfun
@marypgkeating
@elespanolcom
@catethetwaate

Top Tweeters in G3:
@mariabadin18
@radiolondres6
@rosyjour
@edira2
@yvespdb
@barberis888
@petitoursonnes
@daniesteimer
@tonyrmj_tony
@libredepenserfr

Top Tweeters in G4:
@slsandpet
@krenshar_posts
@kevinpascoe
@watergatesummer
@jagxjr40
@rolynhome
@tvchiquita
@lacunalingua_3
@korstraw
@kristekline

Top Tweeters in G5:
@indiatoday
@ndtv
@sdrkseid
@zeenews
@essexpr
@johns00000
@leoniedelt
@aamaadmiparty
@lizrfc
@susanhankinson

Top Tweeters in G6:
@kieroirmeamarte
@mmoli588
@caowentoh
@hordasmoradas
@69nueve
@youness70
@tutxi1
@pahula11
@sllopisortega
@tuvecinodeatico

Top Tweeters in G7:
@pckj3627
@limeylizzie
@msronnyb
@saffiya_khan1
@drshahrul80
@curlyclaretoo
@vikkik88
@troutish
@7newsadelaide
@lynquest

Top Tweeters in G8:
@paulwiggins
@doritmi
@monstercoyliar
@ansgartodinson
@ram0667
@takethatct
@mcfunny
@breezergalway
@numbersmean
@angryfleas

Top Tweeters in G9:
@porridgeisgood
@lewtonserena5
@susanbe36094276
@kagrox
@joeschreiber6
@ezralevant
@cbctoronto
@ken34205423
@joe_warmington
@chrisoldcorn

Top Tweeters in G10:
@emgfind
@orlandomicki
@newstalkfm
@kimberly_kucera
@poa_karlsson
@northonsixty1
@casanovaphilips
@edgarsardi
@__fmb_
@cryptostocknl