COVID, Twitter, 10/8/2022 8:14:12 AM, 282610


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COVID_2022-10-08_00-19-14.xlsx
COVID_2022-10-08_00-19-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 08, 2022
Short Description:
COVID via NodeXL https://bit.ly/3MklvIO
@aungkanspace
@drsimonegold
@drericding
@draseemmalhotra
@kylenabecker
@helaineolen
@identidadesdios
@hepababe
@margare77231119
@judicialwatch

Top hashtags:
#covid
#covid19
#prevención
#covid_19
#breaking
#longcovid
#envideo

Description:
Description
The graph represents a network of 10,725 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 Saturday, 08 October 2022 at 07:30 UTC.

The requested start date was Saturday, 08 October 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 Tuesday, 04 October 2022 at 12:15 UTC to Thursday, 06 October 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 : 10725
Unique Edges : 6172
Edges With Duplicates : 11765
Total Edges : 17937
Number of Edge Types : 5
Tweet : 2428
Retweet : 5340
MentionsInRetweet : 6498
Mentions : 2254
Replies to : 1417
Self-Loops : 2463
Reciprocated Vertex Pair Ratio : 0.00641564997896508
Reciprocated Edge Ratio : 0.0127495036053924
Connected Components : 2584
Single-Vertex Connected Components : 714
Maximum Vertices in a Connected Component : 2754
Maximum Edges in a Connected Component : 6138
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 9.777218
Graph Density : 8.31979160960884E-05
Modularity : 0.58
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 10,725 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 Saturday, 08 October 2022 at 07:30 UTC.

The requested start date was Saturday, 08 October 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 Tuesday, 04 October 2022 at 12:15 UTC to Thursday, 06 October 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:
[35] https://gazettengr.com/fg-writes-gov-umahi-accuses-him-of-stealing-world-bank-donated-relief-funds-for-covid-19/
[24] https://www.casaitaliaradio.com/
[16] https://www.trustedhealth.info/2021/06/frequently-asked-questions-about-covid.html
[16] https://record.umich.edu/articles/who-director-general-to-receive-thomas-francis-jr-medal/
[13] https://www.axios.com/2022/10/06/long-covid-cdc-data-disabling
[11] https://timesofindia.indiatimes.com/india/indias-support-to-poor-during-covid-19-remarkable-says-wb-president/articleshow/94656313.cms
[9] https://www.judicialwatch.org/covid-19-vaccine-campaign/
[9] https://www.youtube.com/watch?v=L9JlLUrezJk&feature=youtu.be

[7] https://www.huffpost.com/entry/fauci-colbert-covid-booster_n_633e980ce4b04cf8f36a7841
[7] https://worldcouncilforhealth.org/resources/covid-19-vaccine-pharmacovigilance-report/

Top URLs in Tweet in G1:
[24] https://www.casaitaliaradio.com/
[7] https://twitter.com/_ashawndabney/status/1577455233831092231
[6] https://www.judicialwatch.org/covid-19-vaccine-campaign/
[6] https://www.brisbanetimes.com.au/national/queensland/unlike-flu-covid-19-attacks-dna-in-the-heart-new-research-20220929-p5bm10.html
[5] https://timesofindia.indiatimes.com/india/indias-support-to-poor-during-covid-19-remarkable-says-wb-president/articleshow/94656313.cms
[3] https://brazilurgente.com.br/covid-19-primeiros-testes-de-vacina-brasileira-terao-400-voluntarios/
[2] https://www.nytimes.com/2022/10/04/briefing/covid-race-gaps.html
[2] https://twitter.com/helaineolen/status/1577117167929024512
[2] https://www.blogdotoninho.com.br/usp-exclui-notas-e-frequencia-de-alunos-sem-comprovante-de-vacina-contra-a-covid/
[2] https://www.foxnews.com/media/taylor-lorenz-attacks-washington-post-colleague-absurd-insensitive-covid-tweet

Top URLs in Tweet in G2:
[2] https://www.judicialwatch.org/covid-19-vaccine-campaign/?utm_source=t.co&utm_medium=social&utm_campaign=press%20release
[2] https://www.corriere.it/cronache/22_ottobre_05/ricoveri-covid-aumento-39percento-una-settimana-dati-fiaso-4133e7ec-449c-11ed-b1df-7473c7dbd1a7.shtml
[1] https://www.judicialwatch.org/covid-19-vaccine-campaign/
[1] https://www.judicialwatch.org/covid-vaccine-studies-conducted-in-china/?utm_source=t.co&utm_medium=social&utm_campaign=press%20release
[1] https://www.bmj.com/content/373/bmj.n896
[1] https://correlation-canada.org/report-proof-that-canadas-covid-19-mortality-statistics-are-incorrect/
[1] https://www.dailymail.co.uk/news/article-11273665/amp/NSW-Government-used-behavioural-insights-unit-guide-peoples-behaviour-Covid.html
[1] https://dailysceptic.org/2022/10/04/three-vaccine-doses-increase-infection-risk-by-up-to-27-study-finds/
[1] https://www.cnn.com/2021/08/12/us/tennessee-covid-mask-mandate-school-board-protest/index.html
[1] https://www.cpso.on.ca/en/Physicians/Your-Practice/Physician-Advisory-Services/COVID-19-FAQs-for-Physicians?fbclid=IwAR3Uo8Apg4kuts26kfrt1KfjV_GDxq55nrnwBXebmlVxXrKYglcOxHeaanU

Top URLs in Tweet in G3:
[16] https://www.trustedhealth.info/2021/06/frequently-asked-questions-about-covid.html
[6] https://www.axios.com/2022/10/06/long-covid-cdc-data-disabling
[5] https://www.news-medical.net/news/20221006/Intranasal-vaccine-represents-an-effective-broad-spectrum-COVID-19-vaccine-strategy.aspx
[4] https://www.acpjournals.org/doi/10.7326/M22-2274?cookieSet=1
[3] https://jobsfind.site/daytime-front-of-house-team-member/
[3] https://www.nytimes.com/video/world/asia/100000008352308/doctor-li-wenliang-covid-china.html
[2] https://www.theepochtimes.com/hundreds-of-thousands-of-americans-sought-medical-care-after-covid-19-vaccination-cdc-data_4772435.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[2] https://www.mtv.com.lb/en/News/International/1314385/Frances-8th-wave-of-COVID-is-gaining-in-intensity,-health-official-says
[2] https://commonwealthmagazine.org/health/an-epidemiologists-advice-for-living-with-covid/
[2] https://media-pi.fr/actualites-post/covid-19-nouvelle-campagne-de-vaccination/

Top URLs in Tweet in G4:
[1] https://www.lasexta.com/programas/el-intermedio/wyoming-ossorio-decir-que-familiares-fallecidos-residencias-covid-han-pasado-pagina-faltan-escrupulos_20221005633de67fc270fa0001c33048.html?so=so%3Asour-twitter%3Acn-elintermedio
[1] https://www.lavanguardia.com/local/madrid/20221004/8554815/reyero-penso-dimitir-inicio-covid-indiferencia-frialdad-pp-sobre-pasaba-residencias.amp.html

Top URLs in Tweet in G5:
[3] https://ctiapchcholet.blogspot.com/2022/09/medecins-ihu-de-marseille-poursuivis.html
[2] https://childrenshealthdefense.org/defender/aseem-malhotra-cardiologist-end-covid-vaccines-malone/
[2] https://pgibertie.com/2022/10/04/les-injections-vaxx-covid-le-sperme-et-les-reserves-ovariennes/
[1] https://www.santepubliquefrance.fr/maladies-et-traumatismes/maladies-et-infections-respiratoires/infection-a-coronavirus/documents/enquetes-etudes/situation-epidemiologique-liee-a-la-covid-19-chez-les-0-17-ans.-point-au-25-aout-2022
[1] https://basketusa.com/news/671764/malade-karl-anthony-towns-ne-remarche-que-depuis-ce-week-end/
[1] https://twitter.com/tony_vandongen/status/1577489538422898688
[1] https://twitter.com/draseemmalhotra/status/1577169275760283648
[1] https://daen.tga.gov.au/medicines-search/
[1] https://tumia.org/en/directory/en/instance.php?tiname=Covid%20World%202022-05-10:%201st%20Mass%20Vaccinated%20Year:%20Estimated%20Extra%20Deaths%203.4M-Adv.%20Eff.%20294M%20vs%20ANI&relationship=All&drsid=0&pisid=0&page=1
[1] https://tumia-org.translate.goog/en/directory/en/instance.php?tiname=Covid+World+2022-05-10:+1st+Mass+Vaccinated+Year:+Estimated+Extra+Deaths+3.4M-Adv.+Eff.+294M+vs+ANI&relationship=All&drsid=0&pisid=0&page=1&_x_tr_sl=en&_x_tr_tl=fr&_x_tr_hl=fr&_x_tr_pto=wapp

Top URLs in Tweet in G6:
[4] https://www.vtv.gob.ve/dia-932-lucha-covid-03102022/
[3] https://www.vtv.gob.ve/sobrevivientes-covid-desarrollado-problemas-gusto-olfato/
[3] https://www.youtube.com/watch?v=OmNj1kfa0UM&feature=youtu.be

[3] https://www.youtube.com/watch?v=dvRYRN6CwqE&feature=youtu.be

[1] https://www.vtv.gob.ve/dia-931-lucha-covid-02102022/
[1] https://www.dailymotion.com/video/x8e6iqs
[1] https://www.vtv.gob.ve/dia-933-lucha-covid-05102022-2/
[1] https://www.dailymotion.com/video/x8e8gs6

Top URLs in Tweet in G7:
[2] https://www.statnews.com/2022/10/06/bq11-omicron-variants-splintering-covid-next-phase/
[2] https://www.theatlantic.com/ideas/archive/2022/10/long-post-covid-symptoms-mild-cases/670469/
[2] https://www.americanpress.com/2022/10/05/hair-loss-after-covid-heres-what-you-need-to-know/
[2] https://www.axios.com/2022/10/06/long-covid-cdc-data-disabling
[1] https://www.theguardian.com/world/2020/oct/12/ministers-rejected-four-out-five-proposals-from-sage-to-avert-covid-second-wave
[1] https://www.bmj.com/content/371/bmj.m4038
[1] https://www.theguardian.com/uk-news/2021/mar/18/delaying-englands-winter-lockdown-caused-up-to-27000-extra-covid-deaths
[1] https://twitter.com/Kit_Yates_Maths/status/1566684806942965767?s=20&t=zzNhjI3I6dp1APk2BnId2A
[1] https://www.theguardian.com/world/2022/oct/05/immune-reactions-to-severe-covid-may-trigger-brain-problems-study-finds?CMP=Share_AndroidApp_Other
[1] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/prevalenceofongoingsymptomsfollowingcoronaviruscovid19infectionintheuk/6october2022

Top URLs in Tweet in G8:
[2] https://www.outkick.com/two-years-after-experts-criticized-lockdowns-and-covid-restrictions-theyve-been-proven-right/
[1] https://www.nationalwatchman.co.nz/jacinda-ardern-and-labour-goneburger/
[1] https://twitter.com/akheriaty/status/1523712751985561609
[1] https://spectator.com.au/2022/10/wheres-our-covid-sorry-day/
[1] https://www.mdpi.com/2076-393X/10/10/1651
[1] https://www.youtube.com/c/GBNewsOnline?sub_confirmation=1
[1] https://maryannedemasi.substack.com/p/new-law-seeks-to-gag-doctors-contradicting
[1] https://twitter.com/pool_marcel/status/1577270238110191617
[1] https://librti.com/view-video/uninformed-consent#dpr
[1] https://recordinglaw.com/are-autopsies-public-record/

Top URLs in Tweet in G9:
[4] https://inews.co.uk/news/four-more-die-as-forgotten-three-million-excluded-from-covid-19-financial-package-832315
[2] https://twitter.com/andexcluded/status/1553076026468700160
[2] https://www.theguardian.com/politics/2020/jun/03/censorship-row-over-report-on-uk-bame-covid-19-deaths
[2] https://www.theguardian.com/society/2022/jun/29/nhs-privatisation-drive-linked-to-rise-in-avoidable-deaths-study-suggests
[2] https://www.theguardian.com/world/ng-interactive/2020/may/29/excess-deaths-uk-has-one-highest-levels-europe
[1] https://twitter.com/_mbdr_/status/1575204514172645376
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/pregnancy-breastfeeding-fertility-and-coronavirus-covid-19-vaccination/
[1] http://www.nhs.uk/conditions/vaccinations/flu-influenza-vaccine/
[1] https://twitter.com/AndExcluded/status/1553076026468700160
[1] https://twitter.com/HTScotPol/status/1577292496094347266

Top URLs in Tweet in G10:
[16] https://record.umich.edu/articles/who-director-general-to-receive-thomas-francis-jr-medal/
[2] https://covid19.place/MY/?1664985989
[2] https://www.who.int/news/item/05-10-2022-world-failing-in--our-duty-of-care--to-protect-mental-health-and-wellbeing-of-health-and-care-workers--finds-report-on-impact-of-covid-19
[1] https://twitter.com/colliergov/status/1577694915177467905
[1] https://www.cdc.gov/nchs/covid19/pulse/long-covid.htm
[1] https://www.moneycontrol.com/news/business/markets/share-market-live-updates-stock-market-today-october-6-latest-news-bse-nse-sensex-nifty-covid-coronavirus-jsw-energy-atul-auto-sterlite-technologies-tata-steel-godrej-consumer-jubilant-foodworks-trimu-9282781.html
[1] https://twitter.com/who/status/1243972193169616898?s=61&t=mcP8EKNDvn9JKW8JL2E0eA
[1] https://twitter.com/GHWNetwork/status/1577631650095284226
[1] https://twitter.com/amal4solutions/status/1577315774745780224
[1] https://myumi.ch/y9RNe

Top Domains
Top Domains in Tweet in Entire Graph:
[312] twitter.com
[63] co.uk
[38] youtube.com
[35] gazettengr.com
[34] theguardian.com
[26] reuters.com
[24] casaitaliaradio.com
[22] nytimes.com
[21] expose-news.com
[17] theepochtimes.com

Top Domains in Tweet in G1:
[94] twitter.com
[24] casaitaliaradio.com
[10] co.uk
[9] com.br
[7] com.au
[6] judicialwatch.org
[5] nytimes.com
[5] theepochtimes.com
[5] expose-news.com
[5] theperfectenemy.com

Top Domains in Tweet in G2:
[4] judicialwatch.org
[2] corriere.it
[1] bmj.com
[1] correlation-canada.org
[1] co.uk
[1] dailysceptic.org
[1] cnn.com
[1] on.ca
[1] expose-news.com
[1] twitter.com

Top Domains in Tweet in G3:
[16] trustedhealth.info
[14] twitter.com
[8] nytimes.com
[7] co.uk
[6] theepochtimes.com
[6] axios.com
[5] news-medical.net
[4] acpjournals.org
[4] cdc.gov
[3] jobsfind.site

Top Domains in Tweet in G4:
[1] lasexta.com
[1] lavanguardia.com

Top Domains in Tweet in G5:
[7] twitter.com
[3] blogspot.com
[3] pgibertie.com
[2] childrenshealthdefense.org
[2] translate.goog
[1] santepubliquefrance.fr
[1] basketusa.com
[1] gov.au
[1] tumia.org
[1] reseauinternational.net

Top Domains in Tweet in G6:
[9] gob.ve
[6] youtube.com
[2] dailymotion.com

Top Domains in Tweet in G7:
[3] theguardian.com
[3] twitter.com
[2] statnews.com
[2] theatlantic.com
[2] americanpress.com
[2] axios.com
[1] bmj.com
[1] gov.uk
[1] contagionlive.com
[1] gov.au

Top Domains in Tweet in G8:
[2] outkick.com
[2] twitter.com
[1] co.nz
[1] com.au
[1] mdpi.com
[1] youtube.com
[1] substack.com
[1] librti.com
[1] recordinglaw.com

Top Domains in Tweet in G9:
[10] theguardian.com
[6] twitter.com
[5] co.uk
[2] nhs.uk
[1] parliament.uk
[1] msn.com

Top Domains in Tweet in G10:
[16] umich.edu
[5] twitter.com
[2] covid19.place
[2] who.int
[1] cdc.gov
[1] moneycontrol.com
[1] myumi.ch

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[325] covid
[130] covid19
[78] prevención
[57] covid_19
[42] breaking
[41] longcovid
[38] envideo
[37] rostrosdemipueblo
[35] pueblocontechopropio
[35] coronavirus



Top Hashtags in Tweet in G1:
[45] covid
[25] news
[25] home
[25] governo
[24] casaitaliaradio
[24] radio
[24] casa
[24] design
[24] politica
[24] interiordesign

Top Hashtags in Tweet in G2:
[9] covid
[5] covid19
[5] ccpchina
[4] shandong
[3] china
[3] coronavirus
[3] vaccinatie
[3] pfizer
[3] blackrock
[3] gates

Top Hashtags in Tweet in G3:
[86] covid
[26] covid19
[16] vaccines
[7] coronavirus
[7] covidisairborne
[5] vaccine
[5] bbctalkback
[5] covidontheriseagain
[5] nohepafiltersforschoolsstill
[4] cdc

Top Hashtags in Tweet in G4:
[22] noolvidamos
[1] residencias
[1] madrid

Top Hashtags in Tweet in G5:
[26] nantes
[5] covid19
[2] bruxelles
[2] pfizer
[2] mckinsey
[2] covid
[2] justicepourlessuspendus
[2] reintegrezles
[2] nhs
[1] veran

Top Hashtags in Tweet in G6:
[76] prevención
[37] envideo
[31] 10/4/2022 12:00:00 AM
[29] pueblocontechopropio
[29] regresoaclases
[29] rostrosdemipueblo
[27] 10/4/2022 12:00:00 AM
[22] 10/6/2022 12:00:00 AM
[17] revoluciónagraria
[16] 10/5/2022 12:00:00 AM

Top Hashtags in Tweet in G7:
[2] covidisnotover
[2] coronavirus
[2] covid19
[2] sarscov2
[1] reducetransmission
[1] covidisntover
[1] longcovid
[1] vaccineinjuries
[1] bringbackmasks

Top Hashtags in Tweet in G8:
[1] covid_19

Top Hashtags in Tweet in G9:
[12] forgotten500k
[8] evusheld
[5] covid
[4] immunocompromised
[4] excludedunity
[3] excluded
[2] toriesstuntgrowth
[2] cpc22
[2] fbeua
[2] usforthemuk

Top Hashtags in Tweet in G10:
[16] 700daysoftigraygenocide
[4] supporthealthcareworkers
[3] wishqatar2022
[2] covid19
[2] covid
[2] marketswithmc
[2] sensex
[2] nifty
[2] wish
[2] mentalhealth

Top Words
Top Words in Tweet in Entire Graph:
[7348] covid
[1613] 19
[794] people
[390] more
[372] health
[364] over
[328] vaccine
[325] #covid
[324] pandemic
[301] días

Top Words in Tweet in G1:
[699] covid
[161] 19
[45] #covid
[39] people
[35] more
[30] não
[29] still
[27] più
[26] vaccine
[26] during

Top Words in Tweet in G2:
[179] covid
[150] drsimonegold
[140] breaking
[123] records
[114] human
[107] health
[106] received
[106] hhs
[104] judicialwatch
[104] 249

Top Words in Tweet in G3:
[239] covid
[86] #covid
[61] 19
[60] masks
[41] one
[38] more
[38] people
[27] vaccine
[27] ve
[27] wearing

Top Words in Tweet in G4:
[239] hoy
[239] días
[224] manuelrico
[159] hospital
[153] ayuso
[151] gobierno
[151] residentes
[147] aprobó
[147] protocolo
[147] impedía

Top Words in Tweet in G5:
[106] covid
[38] médecins
[35] leur
[31] 10
[31] 12
[30] par
[30] l'ordre
[28] 22
[28] dr
[28] devant

Top Words in Tweet in G6:
[200] covid
[194] 19
[105] vtvcanal8
[100] venezuela
[76] #prevención
[76] medidas
[72] contra
[68] registra
[62] bioseguridad
[52] buenos

Top Words in Tweet in G7:
[156] covid
[33] deaths
[31] people
[25] 19
[25] more
[23] long
[22] preventing
[21] those
[21] kit_yates_maths
[18] masks

Top Words in Tweet in G8:
[101] covid
[41] people
[31] policy
[30] starts
[29] disclosetv
[28] china
[28] enforcing
[28] zero
[28] machine
[28] guns

Top Words in Tweet in G9:
[106] covid
[39] people
[22] conservatives
[19] everyone
[18] concerned
[18] trussliz
[13] theresecoffey
[12] more
[12] #forgotten500k
[11] sick

Top Words in Tweet in G10:
[100] covid
[57] 19
[46] pandemic
[44] drtedros
[41] awarded
[41] thomas
[40] dg
[40] led
[40] francis
[40] jr

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1554] covid,19
[218] manuelrico,hoy
[212] long,covid
[156] contra,covid
[153] during,covid
[147] días,gobierno
[147] gobierno,ayuso
[147] ayuso,aprobó
[147] aprobó,protocolo
[147] protocolo,impedía

Top Word Pairs in Tweet in G1:
[155] covid,19
[24] leggi,più
[24] più,#casaitaliaradio
[24] #radio,#casa
[24] #casa,#home
[24] #home,#design
[24] #design,#politica
[24] #politica,#interiordesign
[24] #interiordesign,#covid
[24] #covid,#news

Top Word Pairs in Tweet in G2:
[129] drsimonegold,breaking
[104] received,249
[104] 249,records
[104] records,department
[104] department,health
[104] health,human
[104] human,services
[104] services,hhs
[104] hhs,detailing
[99] breaking,judicialwatch

Top Word Pairs in Tweet in G3:
[43] covid,19
[24] long,covid
[23] wearing,masks
[22] wear,masks
[21] ve,stopped
[21] stopped,wearing
[21] masks,shame
[21] shame,starting
[21] starting,wear
[21] masks,again

Top Word Pairs in Tweet in G4:
[218] manuelrico,hoy
[147] días,gobierno
[147] gobierno,ayuso
[147] ayuso,aprobó
[147] aprobó,protocolo
[147] protocolo,impedía
[147] impedía,trasladar
[147] trasladar,hospital
[147] hospital,residentes
[142] residentes,vulnerab

Top Word Pairs in Tweet in G5:
[29] l'ordre,médecins
[28] 10,22
[27] devant,l'ordre
[26] honteux,dr
[26] dr,patrice
[26] patrice,pezet
[26] pezet,cardiologue
[26] cardiologue,cholet
[26] cholet,convoqué
[26] convoqué,12

Top Word Pairs in Tweet in G6:
[194] covid,19
[68] 19,venezuela
[68] venezuela,registra
[57] medidas,bioseguridad
[55] contra,covid
[52] buenos,días
[49] vtvcanal8,#prevención
[45] pacientes,recuperados
[35] #envideo,covid
[33] tomen,todas

Top Word Pairs in Tweet in G7:
[22] covid,19
[17] long,covid
[12] mild,covid
[12] vascular,system
[11] infected,covid
[11] wear,masks
[11] died,covid
[10] preventing,people
[10] people,becoming
[10] becoming,infected

Top Word Pairs in Tweet in G8:
[28] china,starts
[28] starts,enforcing
[28] enforcing,zero
[28] zero,covid
[28] covid,policy
[28] policy,machine
[28] machine,guns
[28] guns,xishuangbanna
[28] xishuangbanna,airport
[28] airport,yunnan

Top Word Pairs in Tweet in G9:
[9] everyone,concerned
[9] concerned,sick
[9] sick,disabled
[9] disabled,people
[9] people,being
[9] being,afraid
[9] afraid,leave
[9] leave,homes
[9] homes,bc
[9] bc,covid

Top Word Pairs in Tweet in G10:
[57] covid,19
[43] 19,pandemic
[41] pandemic,awarded
[41] awarded,thomas
[40] drtedros,dg
[40] dg,led
[40] led,covid
[40] thomas,francis
[40] francis,jr
[40] jr,medal

Top Replied-To
Top Replied-To in Entire Graph:
@_ashawndabney
@covid_parent
@drtedros
@martinslewis
@leedevito
@nightshiftmd
@bfmtv
@mec973426544
@themustress
@jim_jordan

Top Replied-To in G2:
@jim_jordan
@sanantoniolibre
@fatemperor
@berniespofforth
@toddstarnes
@ajlamesa
@nderssond
@anthonywoodski
@realtalkforyah
@thelivingstone5

Top Replied-To in G3:
@helaineolen
@bbcradioulster
@oldboatie
@long_covid
@levinejonathan
@dgurdasani1
@_mbdr_
@taylorlorenz
@meetjess
@tucequality

Top Replied-To in G4:
@manuelrico
@ayusers_
@masmadridcm

Top Replied-To in G5:
@bfmtv
@zoomabus
@drmartyjerufmls
@emmanuelmacron
@delamicheliere
@azhensama
@aerotof
@deimos99991
@dover63a
@enmodemacaron

Top Replied-To in G6:
@conadecafrove

Top Replied-To in G7:
@mildanalyst
@lesstenny
@drsimonrowe
@karencutter4
@escstinkefinger
@ragesheen
@crabbbrendan
@msamylewis
@albomp
@philipjohnbrow2

Top Replied-To in G8:
@claytravis
@johnboweactor
@jackbuckby
@markfriesen08
@rogerwagnermd
@themckenziest
@gregh___
@drmatthewsweet
@alanvibe
@danwootton

Top Replied-To in G9:
@conservatives
@trussliz
@paulbristow79
@glennbbc
@sophielouisecc
@mattjacole
@1goodtern
@murphy_steve
@chrisminnsmp
@frogyuk

Top Replied-To in G10:
@drtedros
@elonmusk
@vp
@rondesantisfl
@anthonyalmojera
@ritafrito
@greg16676935420
@moneycontrolcom
@haderahadusha
@destagebre12

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@drsimonegold
@vtvcanal8
@judicialwatch
@ronfilipkowski
@chrischirp
@reptroynehls
@who
@draseemmalhotra
@jim_jordan

Top Mentioned in G1:
@zaichongjian
@ygjumi
@coriandre34
@kaykosmos
@diariobc
@hellapoised
@smfarley7777
@lee_trepanier
@hogrefeltd

Top Mentioned in G2:
@drsimonegold
@judicialwatch
@jim_jordan
@berniespofforth
@nadinegness
@riseupandresist
@toadmeister
@ajlamesa
@themarcitect
@ckellyuap

Top Mentioned in G3:
@jujuliagrace
@cdcgov
@drericding
@nytimes
@dgurdasani1
@helaineolen
@meetjess
@enemyinastate
@erictopol
@am1874northwich

Top Mentioned in G4:
@manuelrico
@fiscal_es
@masmadridcm
@idiazayuso
@maribel60780973
@luisgonzaloseg
@toniciclismo64
@ppmadrid
@populares
@e_nasarre

Top Mentioned in G5:
@le__general_0ff
@dover63a
@amine_umlil
@emmanuelmacron
@mariusjacob67
@blemontd
@alienoraubigne
@banounhelene
@bfmtv
@tatiann69922625

Top Mentioned in G6:
@vtvcanal8
@czgnb_trujillo
@gnbcmdtgral
@2daciapuesto
@brithannyalcan
@mippcivzla
@gnb_tachira
@redi_andes
@gnbgarantedepaz
@furrieldela2da

Top Mentioned in G7:
@kit_yates_maths
@laurieallee
@karencutter4
@aaronhoyland
@m_scribe
@katepri14608408
@albomp
@mildanalyst
@graftonquentin
@taipan168

Top Mentioned in G8:
@disclosetv
@gbnews
@drjbhattacharya
@claytravis
@jessekellydc
@ianmsc
@beverleyturner
@drcharlesl
@johnboweactor
@martinkulldorff

Top Mentioned in G9:
@conservatives
@trussliz
@theresecoffey
@scotgov
@hanolliver
@rishisunak
@_mbdr_
@1goodtern
@kwasikwarteng
@evusheld4theuk

Top Mentioned in G10:
@who
@drtedros
@potus
@doneford
@vp
@dghisham
@hdhhsh03065052
@genet09956364
@fire_se19
@ritafrito

Top Tweeters
Top Tweeters in Entire Graph:
@infoitinterno
@jornalistavitor
@tesco
@grandesmedios
@andyvermaut
@okezonenews
@la_iguanatv
@titrespresse
@cagney1991
@serendipitysays

Top Tweeters in G1:
@infoitinterno
@grandesmedios
@andyvermaut
@okezonenews
@la_iguanatv
@cpa_breda
@rapplerdotcom
@adabagcompany
@mediaindonesia
@infoitsalute

Top Tweeters in G2:
@identidadesdios
@darylmox
@kimmierae61
@doembon
@rigmatthew
@julios1580
@charlawash
@kiranmartis9
@donnarocky1
@blanch92nucsha

Top Tweeters in G3:
@nausicalibre
@cleggy261
@bbcnews
@nytimes
@caz5697
@jimallthetime
@kimbru49
@las2950
@hephaistos_ai
@france24

Top Tweeters in G4:
@marpilcor
@sumalen59
@jlmelgacho
@marisalennon
@jcalvodiaz
@asmaesm11
@fitomargarito
@rfeynmansss
@tavinchy06
@aliaga88153012

Top Tweeters in G5:
@madrynha2012
@bfmtv
@sarah41659531
@myriamjerome
@natpat6477
@dufailly1
@je67jean
@evelynenahellec
@jipoulou59
@botantipass

Top Tweeters in G6:
@vtvcanal8
@partidopsuv
@gnb_tachira
@mippcivzla
@vicevenezuela
@gnb_pueblo
@edvmm20
@rodalexandre25
@nicolasmaduro
@atilio_1973

Top Tweeters in G7:
@sallyrmelb
@libbyliberalnyc
@skynews
@godandthebear
@mig30m6
@catethetwaate
@robmax4
@br24
@crnchymama
@lesstenny

Top Tweeters in G8:
@colinjarrett587
@cuda1791
@evenoxmyx
@horace1922
@darrenbellreads
@claytravis
@katvat77
@swordandhatchet
@themckenziest
@danwootton

Top Tweeters in G9:
@terryelaineh1
@saffiya_khan1
@jodikoberinski
@chrismaslanka
@milliefiore
@bluewendysday
@mlipkinwriter
@sidherian
@jamboaldo
@filsdelenin

Top Tweeters in G10:
@tsrha_kw
@tdf_forlife
@moneycontrolcom
@gebrewahid21
@josef1221
@phil_jones01
@rigatgrmay
@mycherieamour25
@dr_fre_hagos
@hrw


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