COVID-19, Twitter, 8/17/2022 1:17:08 PM, 280217


FAQ | Problem?

COVID-19_2022-08-17_00-00-01.xlsx
COVID-19_2022-08-17_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3JYmQUo
@hephaistos_ai
@pam33771
@f_philippot
@madeinchinaoff
@who
@delemercier
@yash25571056
@sergejbteam
@covid19place
@tatiann69922625

Top hashtags:
#covid_19
#covid19
#covid
#covidnoesgripe
#14ago
#prevención
#15ago
#16ago

Description:
Description
The graph represents a network of 8,829 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 17 August 2022 at 07:15 UTC.

The requested start date was Wednesday, 17 August 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, 19-minute period from Sunday, 14 August 2022 at 11:58 UTC to Tuesday, 16 August 2022 at 12:17 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 8829
Unique Edges : 4333
Edges With Duplicates : 12462
Total Edges : 16795
Number of Edge Types : 5
Retweet : 5638
MentionsInRetweet : 6378
Tweet : 2517
Replies to : 510
Mentions : 1752
Self-Loops : 2642
Reciprocated Vertex Pair Ratio : 0.00738101298040214
Reciprocated Edge Ratio : 0.0146538655886812
Connected Components : 2247
Single-Vertex Connected Components : 880
Maximum Vertices in a Connected Component : 647
Maximum Edges in a Connected Component : 2759
Maximum Geodesic Distance (Diameter) : 35
Average Geodesic Distance : 8.003258
Graph Density : 0.000101562163613823
Modularity : 0.521076
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,829 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 17 August 2022 at 07:15 UTC.

The requested start date was Wednesday, 17 August 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, 19-minute period from Sunday, 14 August 2022 at 11:58 UTC to Tuesday, 16 August 2022 at 12:17 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : COVID-19
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[48] https://jp.wsj.com/articles/bcg-vaccine-for-tuberculosis-offers-covid-19-protection-study-suggests-11660579568
[44] https://imperialcollegelondon.github.io/orphanhood_calculator/#/country/Japan
[42] https://trib.al/C7siEmT
[41] https://www.vtv.gob.ve/dia-882-lucha-covid-14082022/
[35] https://sharylattkisson.com/2022/08/judge-orders-govt-to-turn-over-unredacted-docs-on-covid-19-data-deletions/
[22] https://www.gov.uk/government/news/first-bivalent-covid-19-booster-vaccine-approved-by-uk-medicines-regulator
[21] https://thenationalpulse.com/2022/02/25/pfizer-funds-facebook-fact-checking-partner-combatting-covid-19-misinformation/
[20] https://consents.prismamedia.com?redirectHost=https%3A%2F%2Fwww.femmeactuelle.fr&redirectUri=%2fsante%2fnews-sante%2fsyndrome-de-lanus-sans-repos-un-nouvel-effet-secondaire-du-covid-19-2120768
[15] https://disinformationchronicle.substack.com/p/cdc-now-says-covid-19-prior-infection?utm_source=substack&utm_medium=email
[15] https://venezuela-news.com/a-881-dias-pandemia-venezuela-reportaron-373-casos-covid-19/

Top URLs in Tweet in G1:
[8] https://www.wsj.com/articles/u-k-approves-moderna-omicron-containing-covid-19-booster-vaccine-11660564620
[6] https://grandesmedios.com/hacer-ejercicio-covid-19/
[4] https://www.gov.uk/government/news/first-bivalent-covid-19-booster-vaccine-approved-by-uk-medicines-regulator
[3] https://dailysceptic.org/2022/08/13/large-german-insurer-reports-staggering-rise-in-adverse-effects-from-covid-19-vaccines/
[3] https://elcooperante.com/oms-dice-que-el-carvativir-es-un-medicamento-eficaz-contra-la-covid-19/
[3] https://timesofindia.indiatimes.com/india/pm-narendra-modi-lauds-people-for-coming-together-to-fight-covid-19/articleshow/93566265.cms
[3] https://www.foxnews.com/opinion/covid-gain-function-research-dangerous-fauci-china
[3] https://www.yoursun.com/coronavirus/cdc-eases-covid-community-guidelines/article_36a3082c-1bf6-11ed-b000-476614d02cad.html?utm_campaign=blox&utm_source=twitter&utm_medium=social
[3] https://elpregonerord.com/carteros-dominicanos-acusados-por-fraude-de-us16mm-en-peticiones-para-desempleo-covid-19/
[3] https://lecontinentafricain.com/covid-19-apres-ses-4-doses-de-vaccin-albert-bourla-patron-de-pfizer-teste-positif/

Top URLs in Tweet in G2:
[41] https://www.vtv.gob.ve/dia-882-lucha-covid-14082022/
[15] https://venezuela-news.com/a-881-dias-pandemia-venezuela-reportaron-373-casos-covid-19/
[12] https://www.vtv.gob.ve/dia-881-lucha-covid-13082022/
[8] https://www.vtv.gob.ve/dia-883-lucha-covid-15082022/
[5] https://mazo4f.com/venezuela-registra-120-nuevos-contagios-por-covid-19-en-las-ultimas-24-horas
[4] https://www.vtv.gob.ve/ministra-jimenez-covid19-gripe-vision-errada/
[4] http://www.psuv.org.ve/temas/noticias/ministra-jimenez-asumir-que-covid-19-es-como-una-gripe-es-una-vision-errada/
[4] https://venezuela-news.com/pandemia-covid-19-venezuela-registro-120-nuevos-contagios/
[3] https://www.vtv.gob.ve/dia-880-lucha-covid-12082022/
[3] https://www.youtube.com/watch?v=op5LHPiFspA&feature=youtu.be


Top URLs in Tweet in G3:
[19] https://consents.prismamedia.com?redirectHost=https%3A%2F%2Fwww.femmeactuelle.fr&redirectUri=%2fsante%2fnews-sante%2fsyndrome-de-lanus-sans-repos-un-nouvel-effet-secondaire-du-covid-19-2120768
[3] https://www.leparisien.fr/societe/covid-19-peut-on-se-passer-dessais-cliniques-pour-approuver-certains-vaccins-adaptes-a-omicron-14-08-2022-RLG7X277JRGN3JXFADYCMQGZNU.php
[2] https://www.ladepeche.fr/2022/08/15/covid-19-vaccine-quatre-fois-contre-le-virus-le-patron-des-laboratoires-pfizer-teste-positif-10490071.php
[2] https://www.judicialwatch.org/
[2] https://www.lapresse.ca/covid-19/2022-08-15/nouvelle-campagne-de-vaccination/il-ne-faut-pas-attendre-d-etre-dans-une-vague-pour-aller-se-faire-vacciner.php
[2] https://www.researchgate.net/publication/362154526_Adaptation_des_vaccins_COVID-19_pour_l'automne_2022
[1] https://quadrant-org-au.translate.goog/opinion/public-health/2022/08/the-suppression-of-useful-covid-19-treatments/?_x_tr_sl=auto&_x_tr_tl=fr&_x_tr_hl=en
[1] https://www-zerohedge-com.translate.goog/medical/cdc-admits-it-gave-false-information-about-covid-19-vaccine-surveillance?utm_source=wnd&utm_medium=wnd&utm_campaign=syndicated&_x_tr_sl=auto&_x_tr_tl=fr&_x_tr_hl=en
[1] https://www.vidal.fr/actualites/27163-vaccin-comirnaty-contre-la-covid-19-quelle-efficacite-contre-les-formes-severes-des-personnes-agees.html
[1] https://www.europeanscientist.com/en/features/being-pro-covid-19-vaccines-and-pro-transparency-are-not-mutually-exclusive-ending-all-mandates-globally-and-accessing-the-raw-data-is-now-essential-to-restore-trust/

Top URLs in Tweet in G4:
[44] https://imperialcollegelondon.github.io/orphanhood_calculator/#/country/Japan
[4] https://www.fukushihoken.metro.tokyo.lg.jp/waitperiod/waitperiod.html
[3] https://www.mhlw.go.jp/content/000698300.pdf
[3] https://www.mhlw.go.jp/stf/seisakunitsuite/bunya/kenkou_iryou/dengue_fever_qa_00018.html#Q6-1
[2] https://www.fukushihoken.metro.tokyo.lg.jp/iryo/kansen/corona_portal/shien/zitakuryouyouhandbook.files/zitakuryouyouhandbook02.pdf
[2] https://www.ncchd.go.jp/news/2021/210817.html
[2] https://www.fukushihoken.metro.tokyo.lg.jp/iryo/kansen/corona_portal/shien/zitakuryouyou.files/meyasu.pdf
[2] https://www.mhlw.go.jp/content/10906000/000975417.pdf
[1] https://twitter.com/BBCBreaking/status/1559133084552937472
[1] https://twitter.com/SukunaBikona7/status/1556906843376861184

Top URLs in Tweet in G5:
[3] https://www.infodocket.com/2022/08/14/journal-article-misinformation-about-covid-19-vaccines-on-social-media-rapid-review/
[2] https://cannabis.net/blog/medical/get-covid-start-using-cannabis-immediately-new-study-shows-how-well-cannabis-fights-covid19
[2] https://www.masantefacile.com/le-mag-covid-19-version-vaccin-moderna-ciblant-omicron-approuvee-royaume-uni.php
[2] https://www.20minutes.fr/sante/3336759-20220812-covid-19-vaccins-arn-messager-danger-pendant-grossesse-selon-etude-canadienne?utm_source=upday&utm_medium=referral
[2] https://www.bbc.co.uk/news/health-62548336?at_medium=RSS&at_campaign=KARANGA
[2] https://www.bbc.co.uk/news/health-62286093?at_medium=RSS&at_campaign=KARANGA
[2] https://www.cidrap.umn.edu/news-perspective/2022/08/complications-death-pregnancy-rose-during-covid-19
[2] https://www.wsj.com/articles/u-k-approves-moderna-omicron-containing-covid-19-booster-vaccine-11660564620
[2] https://infosheet.org.mm/node/3100
[2] https://trib.al/hkxM7zH

Top URLs in Tweet in G6:
[2] https://uol.page.link/ZUsXq
[2] https://uol.page.link/Bk78S
[1] https://oglobo.globo.com/saude/noticia/2022/08/covid-19-governo-nao-compra-vacinas-e-ja-faltam-doses-a-criancas-de-3-e-4-anos.ghtml
[1] https://oglobo.globo.com/saude/noticia/2022/08/variola-dos-macacos-ministro-da-saude-descarta-declarar-emergencia-em-saude-publica-para-a-doenca.ghtml
[1] https://youtube.com/NTDPortugu%C3%AAs
[1] https://cultura.uol.com.br/noticias/51538_vacinacao-de-criancas-de-tres-e-quatro-anos-contra-a-covid-19-segue-suspensa-no-rio.html
[1] https://cultura.uol.com.br/noticias/51496_vacinacao-de-criancas-de-tres-e-quatro-anos-contra-a-covid-19-segue-suspensa-no-rio.html
[1] https://g1.globo.com/globonews/globonews-em-ponto/video/reino-unido-aprova-vacina-dupla-contra-covid-19-10851912.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=gnews
[1] https://g1.globo.com/globonews/jornal-globonews-edicao-das-16/video/barroso-envia-a-pgr-acusacao-contra-bolsonaro-sobre-pandemia-e-queixa-crime-lista-9-crimes-10844225.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=gnews&utm_content=post
[1] https://g1.globo.com/google/amp/sp/campinas-regiao/noticia/2022/08/15/covid-19-em-sete-meses-campinas-registra-perda-de-46-mil-doses-de-vacina-para-criancas-de-5-a-11-anos.ghtml

Top URLs in Tweet in G7:
[15] https://disinformationchronicle.substack.com/p/cdc-now-says-covid-19-prior-infection?utm_source=substack&utm_medium=email
[4] https://www.europeanscientist.com/en/features/being-pro-covid-19-vaccines-and-pro-transparency-are-not-mutually-exclusive-ending-all-mandates-globally-and-accessing-the-raw-data-is-now-essential-to-restore-trust/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.europeanscientist.com/en/features/being-pro-covid-19-vaccines-and-pro-transparency-are-not-mutually-exclusive-ending-all-mandates-globally-and-accessing-the-raw-data-is-now-essential-to-restore-trust/
[1] https://twitter.com/matthancock/status/1559189319079845892
[1] https://www.express.co.uk/news/uk/1655768/covid-jab-vaccine-mandates-medics-antivax-support-coronavirus
[1] http://npaq-8630368.hs-sites.com/covid-19-an-update-of-evidence-based-information
[1] https://twitter.com/paduffylaw/status/1559181213700685828
[1] https://twitter.com/DerryFerguson/status/1559497951377993728
[1] https://express.co.uk/news/uk/165576
[1] https://twitter.com/draseemmalhotra/status/1559476442316111874

Top URLs in Tweet in G8:
[4] https://beckernews.com/breaking-the-cdc-is-throwing-the-white-flag-on-covid-19-regulations-46299/
[3] https://disinformationchronicle.substack.com/p/cdc-now-says-covid-19-prior-infection
[2] https://thefirstlightreport.com/2022/08/13/democrat-mega-donor-to-ditch-party-after-they-lied-about-covid-19-jab-the-covid-mrna-vaccines-are-the-most-dangerous-vaccine-ever-created-by-man/
[2] https://fortune.com/2021/08/14/fema-funeral-assistance-covid-19/
[1] https://twitter.com/RxISK/status/1246089003876651014?t=y_qQYGTzJeSDzzyP-ZUJuQ&s=19
[1] https://jrnl.ie:443/5841803t
[1] https://www.thejournal.ie/?p=5841803&utm_source=shortlink
[1] https://www.fema.gov/press-release/20220606/fema-covid-19-funeral-assistance-state-state-breakdown
[1] https://www.theepochtimes.com/new-cdc-covid-19-guidance-is-agency-admitting-it-was-wrong-epidemiologist_4662417.html
[1] https://www.theguardian.com/world/2022/aug/13/angela-rasmussen-on-covid-19-this-origins-discussion-is-the-worst-thing-about-twitter

Top URLs in Tweet in G9:
[1] https://dailysceptic.org/2022/08/15/new-icelandic-study-shows-covid-reinfection-rates-rise-with-number-of-vaccine-doses/
[1] https://dailysceptic.org/2022/08/13/large-german-insurer-reports-staggering-rise-in-adverse-effects-from-covid-19-vaccines/
[1] https://disinformationchronicle.substack.com/p/cdc-now-says-covid-19-prior-infection
[1] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions/coronavirus-vaccine-summary-of-yellow-card-reporting#analysis-of-data
[1] https://twitter.com/ubcnews/status/1558144785722101761
[1] https://www.abc.net.au/radio/newcastle/programs/drive/ivermectin-covid-19/13418066

Top URLs in Tweet in G10:
[2] https://www.smh.com.au/national/covid-19-data-centre-coronavirus-by-the-numbers-20200401-p54g4w.html?permanent_redirect=true
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=3fc81808-1c24-11ed-9398-5450624f4f70&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMi0wOC0xNC9jb3ZpZC1wb2xpby1tb25rZXlwb3gtbGFuZ3lhLWFyZS1hLXdhcm5pbmctb24tZGlzZWFzZS1zcHJlYWQtbDZ0OXp4cWo=
[1] https://www.sbs.com.au/news/article/a-pandemic-worse-than-covid-19-could-strike-within-a-decade-these-steps-would-help-us-cope/t0xvb0hmt
[1] https://www.healthline.com/health-news/children-hospitalized-with-covid-19-can-have-lingering-health-issues-months-later
[1] https://twitter.com/alexmeshkin/status/1467189675047768069
[1] https://www.wsj.com/articles/u-k-approves-moderna-omicron-containing-covid-19-booster-vaccine-11660564620
[1] https://health.gov.au/health-alerts/covid-19/case-numbers-and-statistics#cases-and-deaths-by-age-and-sex
[1] https://www.theguardian.com/business/2022/feb/08/pfizer-covid-vaccine-pill-profits-sales

Top Domains
Top Domains in Tweet in Entire Graph:
[167] blogspot.com
[161] twitter.com
[84] wsj.com
[72] gob.ve
[69] trib.al
[54] lindasdatelist.com
[53] com.br
[49] co.uk
[47] nih.gov
[44] github.io

Top Domains in Tweet in G1:
[54] lindasdatelist.com
[31] twitter.com
[29] nih.gov
[20] com.br
[13] wsj.com
[11] co.uk
[10] msn.com
[10] grandesmedios.com
[8] geniouxfacts.com
[7] theepochtimes.com

Top Domains in Tweet in G2:
[70] gob.ve
[22] venezuela-news.com
[8] youtube.com
[8] mazo4f.com
[6] twitter.com
[4] org.ve
[2] dailymotion.com
[1] com.ve
[1] bit.ly
[1] mdn.tv

Top Domains in Tweet in G3:
[19] prismamedia.com
[4] translate.goog
[4] twitter.com
[3] leparisien.fr
[3] planetes360.fr
[2] ladepeche.fr
[2] judicialwatch.org
[2] lapresse.ca
[2] francesoir.fr
[2] researchgate.net

Top Domains in Tweet in G4:
[44] github.io
[10] go.jp
[9] lg.jp
[7] twitter.com
[2] jamanetwork.com
[1] tokyo-onsettestkit.jp
[1] buzzfeed.com
[1] bmj.com
[1] jiac-j.com

Top Domains in Tweet in G5:
[4] co.uk
[4] wsj.com
[4] trib.al
[3] infodocket.com
[3] gmanetwork.com
[2] cannabis.net
[2] masantefacile.com
[2] 20minutes.fr
[2] umn.edu
[2] bit.ly

Top Domains in Tweet in G6:
[5] globo.com
[4] com.br
[4] page.link
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G7:
[15] substack.com
[7] europeanscientist.com
[4] twitter.com
[2] co.uk
[1] hs-sites.com

Top Domains in Tweet in G8:
[4] beckernews.com
[3] substack.com
[2] thefirstlightreport.com
[2] twitter.com
[2] fortune.com
[1] jrnl.ie
[1] thejournal.ie
[1] fema.gov
[1] theepochtimes.com
[1] theguardian.com

Top Domains in Tweet in G9:
[2] dailysceptic.org
[1] substack.com
[1] gov.uk
[1] twitter.com
[1] net.au

Top Domains in Tweet in G10:
[3] com.au
[1] bloomberg.com
[1] healthline.com
[1] twitter.com
[1] wsj.com
[1] gov.au
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[497] covid_19
[431] covid19
[251] covid
[204] covidnoesgripe
[157] 14ago
[157] prevención
[153] 15ago
[145] 16ago
[131] covidー19
[109] coronavirus



Top Hashtags in Tweet in G1:
[53] covid19
[32] covid_19
[14] covid
[10] coronavirus
[9] pidatopresiden2022
[7] 15ago
[5] vaccine
[5] pulihlebihcepat
[4] covidisnotover
[4] 新型コロナウイルス感染症

Top Hashtags in Tweet in G2:
[196] covidnoesgripe
[155] prevención
[149] 14ago
[133] 16ago
[108] 15ago
[95] envideo
[87] pensarcomopaís
[75] covid_19
[70] maestrosyobrerosdelapatria
[61] entérate

Top Hashtags in Tweet in G3:
[8] covid_19
[6] pfizer
[3] veran
[2] covid19
[2] positif
[2] doses
[2] vaccin
[1] vaccination
[1] macronlahonte
[1] covid

Top Hashtags in Tweet in G5:
[60] covid
[9] coronavirus
[6] shanghai
[6] covid_19
[5] whatshappeninginmyanmar
[5] myanmar
[4] climat
[4] information
[3] uae
[3] misinformation

Top Hashtags in Tweet in G6:
[2] vacinação
[2] rj
[2] tvcultura
[2] globonews
[1] china
[1] globonewsemponto
[1] edição16

Top Hashtags in Tweet in G7:
[2] covid_19
[1] bereaved
[1] families
[1] publicinquiry
[1] signup

Top Hashtags in Tweet in G8:
[5] cdc
[2] covid19

Top Words
Top Words in Tweet in Entire Graph:
[6208] covid
[5721] 19
[604] contra
[522] vaccine
[497] #covid_19
[431] #covid19
[369] more
[315] casos
[312] vaccines
[304] venezuela

Top Words in Tweet in G1:
[933] covid
[900] 19
[80] vaccine
[60] safe
[58] 2022
[56] date
[55] contra
[54] linda
[53] #covid19
[51] booster

Top Words in Tweet in G2:
[974] covid
[940] 19
[337] contra
[269] venezuela
[256] vtvcanal8
[231] casos
[217] nuevos
[215] medidas
[196] #covidnoesgripe
[195] mascarilla

Top Words in Tweet in G3:
[98] covid
[78] 19
[51] vaccins
[37] pfizer
[26] doses
[25] vaccination
[24] avoir
[22] medicalfollower
[22] fait
[21] essais

Top Words in Tweet in G4:
[117] covid
[94] sukunabikona7
[44] 19によって親を失った子供の数の推計をインペリアル
[44] カレッジ
[44] ロンドンが公表しているのだけれど
[44] 日本では片親もしくは両親を亡くした子供は1600名に
[22] 感染して学校を休みたくないというお子さんや
[22] 旅行に行きたい
[22] 入試を無事過ごしたい
[22] もちろん重症化は避けたいというなら受けた方がいい

Top Words in Tweet in G5:
[143] 19
[127] covid
[60] #covid
[38] omicron
[37] vaccine
[34] first
[32] variant
[31] country
[29] vaccins
[26] f_philippot

Top Words in Tweet in G6:
[103] covid
[88] mais
[68] bolsonaro
[68] 19
[52] pfizer
[51] contra
[46] admitiu
[46] hoje
[46] recebeu
[46] ofertas

Top Words in Tweet in G7:
[56] covid
[46] draseemmalhotra
[42] mandates
[42] raw
[42] data
[41] vaccine
[41] restore
[41] trust
[40] end
[40] global

Top Words in Tweet in G8:
[72] covid
[64] 19
[49] thackerpd
[46] cdc
[45] misremembering
[44] prior
[44] infection
[44] same
[44] vaccination
[44] commence

Top Words in Tweet in G9:
[108] more
[72] covid
[70] 19
[64] toadmeister
[55] vaccines
[54] study
[54] iceland
[54] seems
[54] show
[54] age

Top Words in Tweet in G10:
[65] covid
[65] 19
[35] worse
[32] june
[32] thank
[32] god
[32] vaccinated
[32] much
[31] doctor_iver
[21] cdc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5487] covid,19
[455] contra,covid
[242] 19,vaccine
[220] 19,vaccines
[205] 19,venezuela
[142] lucha,contra
[142] #covid19,#covid_19
[138] nuevos,contagios
[134] 19,pandemic
[124] #covid_19,#covidー19

Top Word Pairs in Tweet in G1:
[871] covid,19
[54] safe,date
[54] date,covid
[54] 19,linda
[49] 19,vaccine
[45] contra,covid
[32] 19,pandemic
[27] lindasdatelist,safe
[18] 19,vaccines
[16] pandemia,covid

Top Word Pairs in Tweet in G2:
[934] covid,19
[271] contra,covid
[194] 19,venezuela
[135] lucha,contra
[127] nuevos,contagios
[119] uso,adecuado
[119] adecuado,mascarilla
[99] venezuela,registró
[97] venezuela,registra
[97] #prevención,uso

Top Word Pairs in Tweet in G3:
[75] covid,19
[20] essais,cliniques
[20] pdg,pfizer
[19] syndrome,l'anus
[19] l'anus,sans
[19] sans,repos
[19] repos,nouvel
[19] nouvel,effet
[19] effet,secondaire
[19] secondaire,covid

Top Word Pairs in Tweet in G4:
[53] sukunabikona7,covid
[44] covid,19によって親を失った子供の数の推計をインペリアル
[44] 19によって親を失った子供の数の推計をインペリアル,カレッジ
[44] カレッジ,ロンドンが公表しているのだけれど
[44] ロンドンが公表しているのだけれど,日本では片親もしくは両親を亡くした子供は1600名に
[22] 感染して学校を休みたくないというお子さんや,旅行に行きたい
[22] 旅行に行きたい,入試を無事過ごしたい
[22] 入試を無事過ごしたい,もちろん重症化は避けたいというなら受けた方がいい
[22] もちろん重症化は避けたいというなら受けた方がいい,個人を守るためです
[22] 個人を守るためです,個別のお話は必要ですが

Top Word Pairs in Tweet in G5:
[99] covid,19
[41] #covid,19
[35] 19,vaccine
[31] first,country
[31] omicron,variant
[26] besoin,essais
[26] essais,cliniques
[26] cliniques,autoriser
[26] autoriser,nouveaux
[26] nouveaux,vaccins

Top Word Pairs in Tweet in G6:
[68] covid,19
[50] contra,covid
[46] bolsonaro,admitiu
[46] recebeu,ofertas
[46] ofertas,pfizer
[46] pfizer,adquirir
[46] adquirir,vacinas
[46] vacinas,contra
[46] 19,preços
[46] preços,mais

Top Word Pairs in Tweet in G7:
[41] covid,vaccine
[41] restore,trust
[40] end,global
[40] global,covid
[40] vaccine,mandates
[40] mandates,publish
[40] publish,raw
[40] raw,jab
[40] jab,trial
[40] trial,data

Top Word Pairs in Tweet in G8:
[64] covid,19
[44] cdc,covid
[44] 19,prior
[44] prior,infection
[44] infection,same
[44] same,vaccination
[44] vaccination,commence
[44] commence,great
[44] great,misremembering
[42] thackerpd,cdc

Top Word Pairs in Tweet in G9:
[70] covid,19
[54] study,iceland
[54] iceland,seems
[54] seems,show
[54] show,age
[54] age,groups
[54] groups,more
[54] more,doses
[54] doses,covid
[54] 19,vaccines

Top Word Pairs in Tweet in G10:
[65] covid,19
[32] 19,june
[32] june,thank
[32] thank,god
[32] god,vaccinated
[32] vaccinated,much
[32] much,worse
[31] doctor_iver,covid
[17] increasingly,hard
[17] hard,ignore

Top Replied-To
Top Replied-To in Entire Graph:
@gvendacopy
@newstalkfm
@flecka419
@karl_lauterbach
@rapplerdotcom
@albomp
@edb3rg
@aus_drew
@covid__survivor
@nicolasmaduro

Top Replied-To in G2:
@nicolasmaduro
@gnb_pueblo
@mippcivzla

Top Replied-To in G3:
@pchaibriant
@marymbois
@bayleslydie
@idrissaberkane
@dcornichet
@c0vbait
@nodo23049099

Top Replied-To in G6:
@alex_e__s

Top Replied-To in G7:
@draseemmalhotra
@publichealthul
@mindamurphy

Top Replied-To in G8:
@vitt79209263
@a_meluzzi
@tuvoreal
@72pare
@temamarco60
@coramcnabb
@thejournal_ie

Top Replied-To in G9:
@mogan_sean

Top Replied-To in G10:
@albomp
@devijustice
@danielandrewsmp
@diezfabian

Top Mentioned
Top Mentioned in Entire Graph:
@vtvcanal8
@sukunabikona7
@gnb_pueblo
@traselvalle_obc
@jjaranaz94
@umarbzv
@toadmeister
@mhragovuk
@somosrmnoticias
@pam33771

Top Mentioned in G1:
@lindasdatelist
@diariodegoias
@sdusport
@mevzusaglik
@ptboexaminer
@ereportaz
@nomadicmscott
@stop_trump20
@atividadedgt
@mimijaz11

Top Mentioned in G2:
@vtvcanal8
@gnb_pueblo
@somosrmnoticias
@josecar12483130
@gnb_tachira
@jaof2390
@gnbd412
@avils43378519
@ciaapoyo_41
@4ta_desurcz41

Top Mentioned in G3:
@medicalfollower
@gabinjean3
@verity_france
@upr_asselineau
@tatiann69922625
@fcouilbault1
@judicialwatch
@pasdhypocrisie
@bondanesel
@jypensait1

Top Mentioned in G4:
@sukunabikona7
@ped_allergy
@generection1
@drpsychosomatic
@carpe_diem0820

Top Mentioned in G5:
@f_philippot
@wsj
@financialtimes
@unicefrosa
@who
@manlius84
@madeinchinaoff
@elhadjham
@pandemiasurvive
@gmanews

Top Mentioned in G6:
@artevillar1
@oatila
@direitasiqueira
@quebrandootabu
@binerighetti
@reporterenato
@uol
@uolnoticias
@globonews
@tvcultura

Top Mentioned in G7:
@draseemmalhotra
@fatemperor
@wrecklessgamer
@europescientist
@publichealthni
@robertd85962257
@awakeinbelfast
@citizenjournos_
@rqianews
@nipso_comms

Top Mentioned in G8:
@thackerpd
@mentebionda
@drjbhattacharya
@jamiemetzl
@thejournal_ie
@trincherov
@janjekielek
@vitt79209263
@tazalot1981
@chancegardiner

Top Mentioned in G9:
@toadmeister
@paulrtrotman
@johncunnington5
@realandyleeshow
@heidiec5
@covid19critical

Top Mentioned in G10:
@doctor_iver
@therealrukshan
@meetjess
@alexmeshkin
@albomp
@danielandrewsmp
@melidgrace
@yash25571056
@inducekarmaaa
@toadmeister

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@el_cooperante
@filafresh
@ptjasamarga
@contrapuntovzla
@uber_support
@yoshiki7111
@difusion365
@detikcom
@postematico

Top Tweeters in G1:
@el_cooperante
@ptjasamarga
@yoshiki7111
@difusion365
@postematico
@reporteactivo
@reportes24h
@proeditores
@supertrinos
@hiperenlazados

Top Tweeters in G2:
@vtvcanal8
@laradiodelsur
@partidopsuv
@edalge
@luiscarrillo66
@nellypsuvya
@jonatha718
@jguedez29
@mippcivzla
@gnb_tachira

Top Tweeters in G3:
@delalande72
@sarah41659531
@drolette11
@andre002nicolas
@defredfred
@petitoursonnes
@loulali8
@francis36961488
@sev14423512
@planetes360

Top Tweeters in G4:
@otakutokkai
@sige1225
@nagatoyukito5
@amane1735
@wakakusa_midori
@granat_san
@ikotto
@68_iw
@hnmsr_03
@tatopon5

Top Tweeters in G5:
@falconhamada_90
@ansisegle
@gmanews
@net2ayurveda
@shahzebalvi4
@usatoday
@wsj
@hephaistos_ai
@financialtimes
@theeconomist

Top Tweeters in G6:
@tadeu_alves
@silvrib
@dieviviarruda
@uolnoticias
@uol
@prissguerrero1
@ringoulart
@sangalodahoui
@pernetinha1
@tiflografia

Top Tweeters in G7:
@susanbe36094276
@rigmatthew
@evenoxmyx
@sdg2030
@kungfu_mandarin
@liamrebel2
@seasands_nic
@gratsi4
@treego14
@peterrussell02

Top Tweeters in G8:
@a_meluzzi
@luigi_warren
@thejournal_ie
@maryspes
@saraart4
@tiber_h
@dopaminergic13
@trincherov
@cotrozzi_lisa
@erlik

Top Tweeters in G9:
@heidiec5
@mutalabala
@alwaysthemama
@criostoir_bmore
@swordandhatchet
@johnsmi91244570
@dirkholsomback
@newshidden
@trishmac20
@lewismarshes

Top Tweeters in G10:
@fraudoktor11
@tan123
@lacunalingua_3
@micheal_olainn
@wv_kelley
@barbariancap
@cordeliaappleb1
@northonsixty1
@paulaallentaylo
@msniklaus