COVID, Twitter, 5/29/2022 10:19:16 PM, 277295


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COVID_2022-05-29_00-57-06.xlsx
COVID_2022-05-29_00-57-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 29, 2022
Short Description:
COVID via NodeXL https://bit.ly/3wWNmsc
@oxyginnt
@who
@us_fda
@pfizer
@moderna_tx
@peoplesvaccine
@risemelbourne
@mpc_xetts
@essexpr
@photographerxa

Top hashtags:
#covid
#covid19
#covid_19
#longcovid
#suegrayreport
#suegray
#44708
#miclapproductivo
#pfizer

Description:
Description
The graph represents a network of 11,160 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, 29 May 2022 at 08:10 UTC.

The requested start date was Sunday, 29 May 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, 3-minute period from Wednesday, 25 May 2022 at 12:16 UTC to Friday, 27 May 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 : 11160
Unique Edges : 6666
Edges With Duplicates : 11154
Total Edges : 17820
Number of Edge Types : 5
Retweet : 5121
MentionsInRetweet : 6101
Tweet : 3065
Replies to : 1204
Mentions : 2329
Self-Loops : 3107
Reciprocated Vertex Pair Ratio : 0.00642631521620738
Reciprocated Edge Ratio : 0.0127705627705628
Connected Components : 3233
Single-Vertex Connected Components : 1041
Maximum Vertices in a Connected Component : 1562
Maximum Edges in a Connected Component : 3351
Maximum Geodesic Distance (Diameter) : 44
Average Geodesic Distance : 14.602194
Graph Density : 7.41963427948124E-05
Modularity : 0.584055
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,160 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, 29 May 2022 at 08:10 UTC.

The requested start date was Sunday, 29 May 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, 3-minute period from Wednesday, 25 May 2022 at 12:16 UTC to Friday, 27 May 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:
[18] https://www.lavanguardia.com/vida/20220525/8292720/espana-notifica-434-muertes-70-965-reacciones-adversas-vacuna-covid-19.html
[13] https://www.dailymail.co.uk/health/article-10856471/Experts-insist-Covid-infected-people-without-symptoms-TWO-THIRDS-likely-pass-virus-on.html
[12] https://euroweeklynews.com/2022/05/27/2200-prominent-spanish-personalties-investigated-for-false-covid-19-vaccination/
[11] https://www.bbc.com/news/uk-england-essex-61592023
[11] https://www.thestar.com/news/investigations/2022/05/27/doug-ford-is-spending-billions-to-expand-nursing-home-chains-with-some-of-the-worst-covid-19-death-rates.html
[11] https://www.abc.es/sociedad/abci-presidente-farmaceutica-pharmamar-y-familia-entre-2200-falsos-vacunados-covid-202205241509_noticia.html#vca=rrss&vmc=abc-es&vso=tw&vli=cm-general&_tcode=ZDN2Z2U1
[10] https://thenationalpulse.com/2022/05/26/counties-with-mask-mandates-had-higher-covid-19-death-rates/
[10] https://www.breakingtravelnews.com/news/article/airbnb-to-wind-down-china-rentals-amid-ongoing-lockdowns/
[10] https://www.opendemocracy.net/en/partygate-sue-gray-cleaners-security-guards-laughed-covid/?utm_source=tw
[10] https://www.nature.com/articles/s41591-022-01840-0

Top URLs in Tweet in G1:
[10] https://www.breakingtravelnews.com/news/article/airbnb-to-wind-down-china-rentals-amid-ongoing-lockdowns/
[3] https://www.cnn.com/2022/05/25/uk/boris-johnson-sue-gray-partygate-report-gbr-intl/index.html
[3] https://thevaccinereaction.org/2022/05/the-explosion-of-cancer-and-latent-disease-after-covid-vaccination/
[3] https://www.statnews.com/2022/05/25/viruses-that-were-on-hiatus-during-covid-are-back-and-behaving-in-unexpected-ways/
[3] https://www.theguardian.com/us-news/2022/may/26/millions-risk-losing-us-healthcare-when-pandemic-emergency-declaration-expires?CMP=share_btn_tw
[3] https://www.nhpr.org/nh-news/2022-05-24/for-n-h-residents-with-myalgic-encephalomyelitis-chronic-fatigue-syndrome-long-covid-doesnt-look-so-unfamiliar
[3] https://twitter.com/Sarahzafazira/status/1526758168730120192/photo/1
[3] https://expose-news.com/2022/05/27/carbon-nanotech-and-thulium-in-covid-injections/
[2] https://twitter.com/i/events/1529033657293238272
[2] https://twitter.com/i/events/1527649305166852096

Top URLs in Tweet in G2:
[7] https://euroweeklynews.com/2022/05/24/2200-prominent-spanish-personalties-investigated-for-false-covid-19-vaccination/
[3] https://www.francesoir.fr/politique-monde/sommet-mondial-sur-le-covid-17-000-scientifiques
[2] https://cogiito.com/a-la-une/mortalite-massive-pres-de-180-000-sont-morts-dans-les-60-jours-suivant-la-vaccination-contre-le-covid-19-le-bureau-des-statistiques-en-angleterre-fait-un-aveu-stupefiant/
[2] https://euroweeklynews.com/2022/05/27/2200-prominent-spanish-personalties-investigated-for-false-covid-19-vaccination/
[2] https://www.has-sante.fr/jcms/p_3341233/fr/covid-19-anticiper-une-vaccination-periodique-des-plus-fragiles
[2] https://www.aimsib.org/en/2020/08/23/covid-graves-admettre-lexistence-des-anticorps-facilitateurs/
[2] https://www.aimsib.org/2020/05/03/vaccin-anti-covid-19-et-immunite-de-groupe-cest-non-et-encore-non/
[2] https://www.covid-factuel.fr/2022/05/26/tout-sur-le-monkeypox/comment-page-1/#comment-129487
[2] https://lecourrierdesstrateges.fr/2022/05/27/o/
[2] https://www.medias-presse.info/le-dr-nicole-delepine-appelle-a-la-mobilisation-contre-la-poursuite-des-injections-anti-covid-qui-augmentent-les-risques-de-cancer/156070/

Top URLs in Tweet in G3:
[3] https://www.tes.com/magazine/news/general/fifty-officials-invited-dfe-covid-christmas-drinks
[3] https://www.dailymail.co.uk/news/article-10847541/Labour-MP-Jess-Phillips-comes-fire-breaking-rules-declaring-outside-earnings.html
[3] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[1] https://twitter.com/sajidjavid/status/1529765303625850882
[1] https://jessicar.substack.com/p/determinants-of-covid-19-vaccine?s=r
[1] https://twitter.com/BernieT34/status/1530145881919574016
[1] https://twitter.com/Peston/status/1529414380483379202
[1] https://twitter.com/bethrigby/status/1529407017558884355
[1] http://www.msn.com/en-gb/health/medical/nhs-intensive-care-staff-suffered-same-levels-of-ptsd-during-covid-as-afghanistan-combat-veterans/ar-AAXF4TB?ocid=st
[1] https://www.pressandjournal.co.uk/fp/news/highlands-islands/4009481/crown-office-considers-reports-into-11-covid-deaths-at-skye-care-home/

Top URLs in Tweet in G4:
[3] https://www.liberation.fr/checknews/effets-secondaires-des-vaccins-anti-covid-laudition-de-figures-antivax-par-des-parlementaires-fait-polemique-20220527_UUAYKEQRGJG25PHT6DHBV7HA6Q/
[3] https://www.lejournaltoulousain.fr/sante/toulouse-vaccins-covid-declarations-effets-indesirables-explosent-121343/
[2] https://www.lefigaro.fr/conjoncture/comment-la-crise-du-covid-a-fait-la-fortune-des-pharmacies-francaises-20220523
[2] https://frenchdailynews.com/education/4823-vaccines-fact-checking-with-a-pfizer-twist
[2] https://twitter.com/i/broadcasts/1djxXPpvVMVxZ
[2] https://www.leparisien.fr/societe/sante/covid-19-pfizer-affirme-que-son-vaccin-pour-les-moins-de-5-ans-est-efficace-avec-trois-doses-23-05-2022-YXVYQTEKCFHR3DN2TAIE3FPSI4.php
[1] https://twitter.com/BFMTV/status/1529342409838051328
[1] https://www.leparisien.fr/societe/sante/covid-19-alain-fischer-regrette-quil-faille-laccord-des-deux-parents-pour-vacciner-les-enfants-07-01-2022-LTPFRKTBD5GJBB4LOTSFF6PYHM.php
[1] https://twitter.com/pinsollet/status/1529189670222974986
[1] https://www.mediacites.fr/enquete/lyon/2022/05/24/en-haute-savoie-la-manne-de-france-relance-sest-transformee-en-pompe-a-fric-dun-cabinet-de-conseil/

Top URLs in Tweet in G5:
[2] https://www.theguardian.com/politics/2021/mar/12/no-10-plague-pit-how-covid-brought-westminster-to-its-knees
[1] https://www.keele.ac.uk/about/news/2022/march/keeleresearchersstudyingimpactoflongcovidamongethnicminoritycommunities/covid-ethnic-minority-impact-keele.php
[1] https://www.jobs.ac.uk/job/CPP586/research-fellow-hi-cove-project
[1] https://twitter.com/arc_em/status/1530111570436444161
[1] https://www.bma.org.uk/bma-media-centre/gp-data-testament-to-staff-but-clock-is-ticking-on-addressing-workforce-crisis-says-bma
[1] https://www.uk-reach.org/main/coronabee/pis

Top URLs in Tweet in G6:
[2] https://www.vaccines.gov/
[2] https://www.marketwatch.com/story/the-fdas-decision-on-novavaxs-covid-19-vaccine-could-come-in-weeks-11653578153
[2] https://www.nytimes.com/2022/05/24/health/long-covid-infections.html
[2] https://www.oxfam.org/en/research/profiting-pain
[1] https://www.washingtonpost.com/health/2022/05/25/long-covid-vaccines-slight-protection/
[1] https://sciencenews.dk/en/microclots-explain-why-1-in-10-people-continue-having-long-covid-symptoms
[1] https://www.nytimes.com/2022/05/24/health/long-covid-infections.html?referringSource=articleShare
[1] https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[1] https://www.researchsquare.com/article/rs-1522990/v1

Top URLs in Tweet in G7:
[2] https://twitter.com/gmlawcentre/status/1530154799777325057
[2] https://www.washingtonpost.com/health/2022/05/25/long-covid-vaccines-slight-protection/
[1] https://www.thetimes.co.uk/article/nicola-sturgeon-knocked-for-six-by-covid-pp5qsjn0l?utm_medium=Social&utm_source=Twitter#Echobox=1653304413
[1] https://twitter.com/GwynneMP/status/1529794140543893504
[1] https://www.wired.com/story/the-teeny-tiny-scientific-screwup-that-helped-covid-kill/
[1] https://twitter.com/CDCgov/status/1529147728068063232

Top URLs in Tweet in G8:
[9] https://www.theepochtimes.com/mkt_app/18-major-airlines-faa-and-dot-to-be-sued-over-covid-vaccine-mandates_4484295.html?slsuccess=1
[4] https://www.theepochtimes.com/18-major-airlines-faa-and-dot-to-be-sued-over-covid-vaccine-mandates_4484295.html
[3] https://m.theepochtimes.com/mkt_app/18-major-airlines-faa-and-dot-to-be-sued-over-covid-vaccine-mandates_4484295.html?utm_source=andshare
[2] https://www.dailymail.co.uk/health/article-10856471/Experts-insist-Covid-infected-people-without-symptoms-TWO-THIRDS-likely-pass-virus-on.html
[2] https://www.reuters.com/business/aerospace-defense/new-jet-set-how-covid-driven-boom-private-jets-is-still-flying-high-2022-05-02/
[2] https://expose-news.com/2022/05/25/monkeypox-used-cover-up-covid-vaccines-cause-a-id-s/
[1] https://www.rebelnews.com/tags/world_economic_forum
[1] https://brownstone.org/articles/swedens-strategy-once-again-proven-correct/
[1] https://ianmsc.substack.com/p/new-research-confirms-interventions?r=kt9k9&s=w&utm_campaign=post&utm_medium=web&utm_source=direct
[1] https://ianmsc.substack.com/p/new-research-confirms-interventions?sd=fs

Top URLs in Tweet in G10:
[3] https://www.thestar.com/news/investigations/2022/05/27/doug-ford-is-spending-billions-to-expand-nursing-home-chains-with-some-of-the-worst-covid-19-death-rates.html
[2] https://www.technocracy.news/
[2] https://www.reuters.com/world/asia-pacific/taiwans-covid-19-cases-reach-plateau-government-2022-05-27/?taid=6290a82d35dfdc0001d25eaf&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://tnc.news/2022/05/25/nurse-fired-over-vax-mandates-urges-canadians-to-hold-the-line-in-truth/
[1] https://twitter.com/andrewbostom/status/1529567173701779457
[1] https://www.theepochtimes.com/moderna-throwing-30-million-doses-in-the-garbage-over-dwindling-vaccine-demand-ceo_4489393.html
[1] https://www.documentcloud.org/documents/22035148-usff-v-atlas-air-complaint-final
[1] https://gh.bmj.com/content/bmjgh/7/5/e008684.full.pdf
[1] https://reut.rs/3lO5HkZ
[1] https://www.ft.com/content/9e4c6758-c33f-4305-90d8-4cc122217fad

Top Domains
Top Domains in Tweet in Entire Graph:
[374] twitter.com
[87] co.uk
[42] theepochtimes.com
[36] theguardian.com
[27] nature.com
[24] bit.ly
[24] youtube.com
[22] trib.al
[20] lavanguardia.com
[19] euroweeklynews.com

Top Domains in Tweet in G1:
[132] twitter.com
[18] co.uk
[10] medicalxpress.com
[10] breakingtravelnews.com
[8] com.ar
[8] blogspot.com
[7] com.br
[6] cnn.com
[6] theguardian.com
[5] statnews.com

Top Domains in Tweet in G2:
[9] euroweeklynews.com
[8] francesoir.fr
[7] twitter.com
[6] planetes360.fr
[4] aimsib.org
[3] lecourrierdesstrateges.fr
[3] medias-presse.info
[2] cogiito.com
[2] has-sante.fr
[2] covid-factuel.fr

Top Domains in Tweet in G3:
[4] twitter.com
[4] co.uk
[3] tes.com
[3] theguardian.com
[2] bit.ly
[1] substack.com
[1] msn.com

Top Domains in Tweet in G4:
[13] twitter.com
[4] leparisien.fr
[3] liberation.fr
[3] lejournaltoulousain.fr
[2] lefigaro.fr
[2] frenchdailynews.com
[1] mediacites.fr
[1] euroweeklynews.com
[1] msn.com
[1] lesechos.fr

Top Domains in Tweet in G5:
[2] ac.uk
[2] theguardian.com
[1] twitter.com
[1] org.uk
[1] uk-reach.org

Top Domains in Tweet in G6:
[5] cdc.gov
[3] nytimes.com
[3] twitter.com
[2] vaccines.gov
[2] marketwatch.com
[2] cnn.com
[2] oxfam.org
[1] washingtonpost.com
[1] sciencenews.dk
[1] researchsquare.com

Top Domains in Tweet in G7:
[4] twitter.com
[2] washingtonpost.com
[1] co.uk
[1] wired.com

Top Domains in Tweet in G8:
[18] theepochtimes.com
[3] substack.com
[3] expose-news.com
[2] co.uk
[2] reuters.com
[2] twitter.com
[1] rebelnews.com
[1] brownstone.org
[1] itv.com
[1] tnc.news

Top Domains in Tweet in G10:
[4] tnc.news
[3] twitter.com
[3] thestar.com
[2] theepochtimes.com
[2] technocracy.news
[2] reuters.com
[2] dailysceptic.org
[1] documentcloud.org
[1] bmj.com
[1] reut.rs

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[219] covid
[131] covid19
[58] covid_19
[57] longcovid
[45] suegrayreport
[37] suegray
[32] 44708
[31] miclapproductivo
[30] pfizer
[24] borisjohnson



Top Hashtags in Tweet in G1:
[50] covid
[12] covid19
[8] 5/25/2022 12:00:00 AM
[8] cz43capital
[7] covid_19
[6] d431
[6] 5/26/2022 12:00:00 AM
[5] estaeslanotadeahora
[5] coronavirus
[5] protectoresdelapatria

Top Hashtags in Tweet in G2:
[7] soignantssuspendus
[5] monkeypox
[3] covid
[3] pharmamarr
[3] effetsecondaires
[2] pfizer
[2] hopitaux
[2] covid_19
[1] sudradio
[1] zona

Top Hashtags in Tweet in G3:
[33] suegrayreport
[33] suegray
[4] partygate
[3] covid
[2] liarjohnson
[2] dominiccummings
[1] owenpaterson
[1] brexit
[1] cronyism
[1] russiareport

Top Hashtags in Tweet in G4:
[14] pfizer
[14] covid
[9] davos
[4] bourla
[3] mauricette
[2] monkeypox
[2] eu
[2] foutagedegueule
[1] maximebeltra
[1] covidismeetmessianisme

Top Hashtags in Tweet in G5:
[2] r4today
[2] johnsonout121
[2] suegrayreport
[2] covid
[1] johnsonliedpeopledied
[1] ripemmanuelgomez
[1] fbnhs

Top Hashtags in Tweet in G6:
[29] longcovid
[14] covid19
[4] oxfam
[3] davos
[3] covid
[2] microclots
[2] usa
[2] billionaire
[2] profitingfrompain
[2] sciencewillwin

Top Hashtags in Tweet in G7:
[5] disabledbylongcovid
[5] pwlc
[2] longcovid
[1] suegrayreport
[1] borisjohnsonmustresign
[1] covid19

Top Hashtags in Tweet in G8:
[1] focusedprotection
[1] costoflivingcrisis
[1] cdnpoli
[1] onpoli
[1] airlines
[1] faa
[1] covid
[1] vaccinemandates
[1] constitution
[1] freedom

Top Hashtags in Tweet in G9:
[15] noolvidamos

Top Hashtags in Tweet in G10:
[6] ltc
[5] forprofit
[3] wef2022
[2] onpoli
[2] cdnpoli
[2] vaxthelittles
[1] northkorea
[1] covid19
[1] thechoiceisyours
[1] bcpoli

Top Words
Top Words in Tweet in Entire Graph:
[7465] covid
[1722] 19
[665] people
[408] more
[403] vaccine
[394] during
[371] one
[350] over
[349] long
[302] 000

Top Words in Tweet in G1:
[1072] covid
[313] 19
[59] puan
[58] people
[54] more
[50] #covid
[45] não
[44] long
[40] pm
[36] during

Top Words in Tweet in G2:
[165] covid
[73] contre
[71] plus
[66] 2200
[66] personnalités
[66] espagnoles
[48] aucun
[45] vaccination
[43] médias
[42] borowskimike

Top Words in Tweet in G3:
[100] covid
[73] borisjohnson
[59] guidance
[59] followed
[50] one
[42] johnson
[41] covidjusticeuk
[37] country
[36] rules
[36] parliament

Top Words in Tweet in G4:
[110] covid
[56] ce
[45] voir
[41] mai
[40] île
[40] réunion
[40] grosse
[40] surprise
[40] matin
[40] journal

Top Words in Tweet in G5:
[136] downing
[132] cleaner
[132] street
[119] ftkzimula
[119] cleaning
[119] team
[119] during
[118] revelation
[118] part
[118] cleaned

Top Words in Tweet in G6:
[96] covid
[44] cdcgov
[44] people
[37] health
[29] #longcovid
[28] loscharlos
[27] condition
[23] develop
[21] recap
[21] yesterday

Top Words in Tweet in G7:
[51] covid
[19] long
[13] one
[12] know
[11] tigresseleanor
[10] health
[9] affects
[9] maybe
[9] kids
[8] responses

Top Words in Tweet in G8:
[148] covid
[64] over
[58] mandates
[56] vaccine
[48] breaking
[47] 18
[45] sued
[44] airlines
[41] faa
[36] 000

Top Words in Tweet in G9:
[192] hoy
[192] días
[177] manuelrico
[144] hospital
[139] gobierno
[139] residentes
[136] ayuso
[136] aprobó
[136] protocolo
[136] impedía

Top Words in Tweet in G10:
[112] covid
[66] 19
[39] vaccine
[34] mandates
[27] andrewbostom
[23] ford
[21] policy
[21] doug
[20] consequences
[19] air

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1628] covid,19
[242] long,covid
[186] downing,street
[177] manuelrico,hoy
[157] during,covid
[140] covid,vaccine
[136] días,gobierno
[136] gobierno,ayuso
[136] ayuso,aprobó
[136] aprobó,protocolo

Top Word Pairs in Tweet in G1:
[299] covid,19
[29] puan,pm
[25] pandemi,covid
[25] long,covid
[24] during,covid
[20] contra,covid
[19] zero,covid
[17] teste,covid
[15] puan,maharani
[14] covid,policy

Top Word Pairs in Tweet in G2:
[66] 2200,personnalités
[66] personnalités,espagnoles
[38] d'après,médias
[38] médias,anglais
[38] anglais,plus
[38] plus,2200
[38] espagnoles,type
[38] type,artistes
[38] artistes,stars
[38] stars,foot

Top Word Pairs in Tweet in G3:
[58] guidance,followed
[35] whilst,country
[35] country,one
[35] one,highest
[35] highest,death
[35] death,rates
[33] carolinelucas,borisjohnson
[32] borisjohnson,officially
[32] officially,lied
[32] lied,parliament

Top Word Pairs in Tweet in G4:
[40] île,réunion
[40] réunion,grosse
[40] grosse,surprise
[40] surprise,ce
[40] ce,matin
[40] matin,voir
[40] voir,journal
[40] journal,quotidien
[40] quotidien,27
[40] 27,mai

Top Word Pairs in Tweet in G5:
[132] downing,street
[118] revelation,cleaner
[118] cleaner,part
[118] part,downing
[118] street,cleaning
[118] cleaning,team
[118] team,cleaned
[118] cleaned,human
[118] human,spills
[118] spills,including

Top Word Pairs in Tweet in G6:
[26] health,condition
[21] recap,yesterday
[21] yesterday,cdcgov
[21] cdcgov,acknowledged
[21] acknowledged,people
[21] people,develop
[21] develop,health
[21] condition,#longcovid
[20] loscharlos,recap
[20] #longcovid,af

Top Word Pairs in Tweet in G7:
[18] long,covid
[6] cdc,finally
[6] finally,admits
[6] admits,long
[6] covid,exists
[6] exists,affects
[6] affects,adults
[6] adults,maybe
[6] maybe,next
[6] next,week

Top Word Pairs in Tweet in G8:
[48] over,covid
[47] covid,vaccine
[45] sued,over
[36] 18,major
[36] dot,sued
[35] major,airlines
[35] airlines,faa
[35] faa,dot
[35] vaccine,mandates
[32] breaking,report

Top Word Pairs in Tweet in G9:
[177] manuelrico,hoy
[136] días,gobierno
[136] gobierno,ayuso
[136] ayuso,aprobó
[136] aprobó,protocolo
[136] protocolo,impedía
[136] impedía,trasladar
[136] trasladar,hospital
[136] hospital,residentes
[132] residentes,vulnerab

Top Word Pairs in Tweet in G10:
[66] covid,19
[21] doug,ford
[17] paper,covid
[17] 19,vaccine
[17] vaccine,policy
[17] policy,published
[17] published,discuss
[17] discuss,12
[17] 12,unintended
[17] unintended,consequences

Top Replied-To
Top Replied-To in Entire Graph:
@profmbassetti
@le_parisien
@diazcanelb
@2closetocall
@michaelsfuhrer
@sturdyalex
@tigresseleanor
@karl_lauterbach
@aitcofficial
@veykas

Top Replied-To in G2:
@borowskimike
@alainhoupert
@sparris20
@verity_france
@lerouxarthur10
@blemontd
@idrissaberkane
@tambtom
@4ouranos
@kevehilfi

Top Replied-To in G3:
@covidjusticeuk
@borisjohnson
@carolinelucas
@deity_earth
@madgie1941
@mattchorley
@furbabygirl
@ladyblues666
@holliethecard
@davidlammy

Top Replied-To in G4:
@thibaultpillet
@marc_doyer
@bfmtv
@brigbourguignon
@verity_france
@zenon71647295
@chriscottonstat
@blouseblanche75
@monique_barret
@arriettydubronx

Top Replied-To in G5:
@ftkzimula
@theashrb
@ggriffithsbrown
@dianecharlton11
@bmay
@danielanadj

Top Replied-To in G6:
@mpc_xetts
@govkathyhochul
@awgaffney
@mamatigress22
@loscharlos
@celinegounder
@cdcgov
@liecatcher1
@lynne06218988
@cespinos72

Top Replied-To in G7:
@tigresseleanor
@mrsmcnicol19
@nhsmillion
@gwynnemp
@jneill
@peterarcher37
@paramaniac9
@janisgonzalesmd
@andrew_voisin
@annalisa840917

Top Replied-To in G8:
@jamesmelville
@meeekmelly

Top Replied-To in G10:
@reuters
@gpp475
@willboumabrant
@fordnation
@ontariohealthc
@avidascalu

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@ftkzimula
@borisjohnson
@quicktake
@chrischirp
@cdcgov
@borowskimike
@covidjusticeuk
@erikgruchet
@mariolysosap

Top Mentioned in G1:
@monicaj_jurado
@aquino4congress
@ilcoperchio
@oceanprotectl
@scivisionpub
@jordisecallfoto
@juanman58705679
@yvimas1doniel
@chrisfradkin

Top Mentioned in G2:
@borowskimike
@idrissaberkane
@alainhoupert
@banounhelene
@divizio1
@papanours60
@blemontd
@amine_umlil
@yvespdb
@jgalt485

Top Mentioned in G3:
@borisjohnson
@covidjusticeuk
@carolinelucas
@richardjmurphy
@ianblackford_mp
@thesnp
@kevinpascoe
@russincheshire
@fishgirls23
@paulbranditv

Top Mentioned in G4:
@erikgruchet
@verity_france
@marc_doyer
@chriscottonstat
@medic4allhuman
@sofie_merckx
@brigbourguignon
@v_joron
@zenon71647295
@opecst_

Top Mentioned in G5:
@ftkzimula
@andychisholmuk
@bmay
@mikeysmith
@ukreachstudy
@kathwoolf
@bma_gp
@dipeshgopal
@elhopkins
@danielanadj

Top Mentioned in G6:
@cdcgov
@loscharlos
@itsashlyperez
@us_fda
@drtedros
@gerarddelaney39
@abraarkaran
@sue31379894
@9898guitar
@fieldofgreeninc

Top Mentioned in G7:
@long_covid
@tigresseleanor
@janisgonzalesmd
@doneford
@longcovidwork
@clarerayner6
@scribblerpen
@commonsleader
@hazardscampaign
@nhsmillion

Top Mentioned in G8:
@chuckcallesto
@thordeplorable
@martinkulldorff
@loffredojeremy
@jamesmelville
@gillianbateman5
@excensorshipose
@deanallisonmp
@monicaonairtalk
@ianmsc

Top Mentioned in G9:
@manuelrico
@fiscal_es
@julenbollain
@thais1986_
@siempresanidad

Top Mentioned in G10:
@andrewbostom
@kevinbardosh
@stevendelduca
@fordnation
@truenorthcentre
@gusmcrae5
@esccalante1977
@julija9j
@drnancyolivieri
@ontariohealthc

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@infoitinterno
@jornalistavitor
@recentlatestvia
@temaglobal
@laredrevela
@interdifusion
@medicinehelp
@andyvermaut
@rk70534

Top Tweeters in G1:
@elnacionalweb
@infoitinterno
@recentlatestvia
@temaglobal
@laredrevela
@interdifusion
@medicinehelp
@andyvermaut
@nasser__mo3gza
@moonbootica

Top Tweeters in G2:
@thalassa2008
@le_figaro
@brunedrot
@teppdude
@yvespdb
@patureaumarie
@marcchastillon
@chambssy
@animaux07
@daniesteimer

Top Tweeters in G3:
@tshep42
@dr_shibley
@golwgymor
@carolehope2
@paulrogers002
@strengthtodream
@kevinpascoe
@ladyjules_cath
@ravi2010mary
@jazzysid

Top Tweeters in G4:
@bfmtv
@delalande72
@sandrafellous_
@debrouille92
@abou_portant07
@break08stephane
@mandrinvienne
@ebenyaakov
@dlfparis16
@tro_breiz

Top Tweeters in G5:
@mckinlay_liz
@meallyhen
@jkldnmad
@lordofintent
@jefersonfrepres
@22_gilly
@blueingreenemo
@artemis0801
@ggriffithsbrown
@evilgenius222

Top Tweeters in G6:
@sddphoto
@dev_discourse
@bjcrochet
@snarky_op
@usatoday
@dallas4bernie
@an_mukherjee
@tressick
@rweingarten
@blkmymorris

Top Tweeters in G7:
@starterpat
@springsteps
@takethatct
@kath2cats
@mcfunny
@chimera414
@breezergalway
@malo_j
@heisse13
@maccspider

Top Tweeters in G8:
@havenaar64
@steveg06322664
@cobbstevenj
@ss99mbs
@epochtimes
@kimber_1959
@carldevitt
@burnout_pt
@simonort3
@mamacee7

Top Tweeters in G9:
@kizkikiz
@jabbastation
@guillemcristo
@jrealjavireal
@pedro6lugones96
@generalmorague2
@pepito_grillo55
@riorojogil
@capitanvallo
@fondonegro61

Top Tweeters in G10:
@reuters
@buntewelt1966
@mariannesansum
@donnadon9
@johndotbastable
@djrothkopf
@marbeniat
@bluegrasspundit
@fromthevalley63
@americabeckyb