COVID-19, Twitter, 8/16/2022 11:07:44 PM, 280181


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COVID-19_2022-08-16_00-00-02.xlsx
COVID-19_2022-08-16_00-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 16, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3QTimkh
@vtvcanal8
@pam33771
@somosrmnoticias
@f_philippot
@gnb_pueblo
@ramonavillar5
@gnb_tachira
@nicolasmaduro
@erick_bas1988
@jaof2390

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

Description:
Description
The graph represents a network of 8,676 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 Tuesday, 16 August 2022 at 07:15 UTC.

The requested start date was Tuesday, 16 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 3-day, 0-hour, 16-minute period from Friday, 12 August 2022 at 12:01 UTC to Monday, 15 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 : 8676
Unique Edges : 4139
Edges With Duplicates : 12676
Total Edges : 16815
Number of Edge Types : 5
Retweet : 5682
MentionsInRetweet : 6330
Replies to : 514
Tweet : 2486
Mentions : 1803
Self-Loops : 2578
Reciprocated Vertex Pair Ratio : 0.00627481111537969
Reciprocated Edge Ratio : 0.0124713667599898
Connected Components : 2194
Single-Vertex Connected Components : 857
Maximum Vertices in a Connected Component : 618
Maximum Edges in a Connected Component : 2983
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.440445
Graph Density : 0.000104405408673169
Modularity : 0.51559
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,676 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 Tuesday, 16 August 2022 at 07:15 UTC.

The requested start date was Tuesday, 16 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 3-day, 0-hour, 16-minute period from Friday, 12 August 2022 at 12:01 UTC to Monday, 15 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:
[92] https://imperialcollegelondon.github.io/orphanhood_calculator/#/country/Japan
[39] https://www.vtv.gob.ve/dia-882-lucha-covid-14082022/
[30] https://venezuela-news.com/a-881-dias-pandemia-venezuela-reportaron-373-casos-covid-19/
[22] https://www.vtv.gob.ve/dia-881-lucha-covid-13082022/
[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
[20] https://medicospelavidacovid19.com.br/noticias/estudo-de-harvard-comprova-eficacia-da-hidroxicloroquina-para-profilaxia-da-covid-19/
[18] https://revistaoeste.com/politica/eleicoes-2022/pt-podera-exigir-vacinacao-contra-covid-para-conceder-auxilio-brasil/
[17] https://www.gov.uk/government/news/first-bivalent-covid-19-booster-vaccine-approved-by-uk-medicines-regulator
[14] https://www.wsj.com/articles/u-k-approves-moderna-omicron-containing-covid-19-booster-vaccine-11660564620
[14] http://obamaschannel.blogspot.com/2022/03/a-mis-abuelos-los-cuatro.html?m=1

Top URLs in Tweet in G1:
[8] https://www.wsj.com/articles/u-k-approves-moderna-omicron-containing-covid-19-booster-vaccine-11660564620
[4] https://grandesmedios.com/hacer-ejercicio-covid-19/
[4] https://elcooperante.com/oms-dice-que-el-carvativir-es-un-medicamento-eficaz-contra-la-covid-19/
[3] https://www.gov.uk/foreign-travel-advice/south-korea
[3] https://tvjornal.ne10.uol.com.br/noticias/2022/08/15061812-auxiilio-brasil-quem-nao-tomou-vacina-da-covid-19-podera-perder-beneficio-a-partir-de-2023-entenda.html
[3] https://www.currentaffairs.org/2022/08/why-the-chair-of-the-lancets-covid-19-commission-thinks-the-us-government-is-preventing-a-real-investigation-into-the-pandemic
[3] https://naturesrealhealth.blogspot.com/2020/04/covid-19-created-stress-dietary-habits.html
[3] https://www.labroots.com/trending/immunology/23382/study-suggests-terminally-exhausted-cells-rejuvenated
[3] https://dailysceptic.org/2022/08/13/large-german-insurer-reports-staggering-rise-in-adverse-effects-from-covid-19-vaccines/
[3] https://www.gov.uk/government/news/first-bivalent-covid-19-booster-vaccine-approved-by-uk-medicines-regulator

Top URLs in Tweet in G2:
[39] https://www.vtv.gob.ve/dia-882-lucha-covid-14082022/
[28] https://venezuela-news.com/a-881-dias-pandemia-venezuela-reportaron-373-casos-covid-19/
[22] https://www.vtv.gob.ve/dia-881-lucha-covid-13082022/
[6] https://venezuela-news.com/pandemia-covid-19-venezuela-registro-120-nuevos-contagios/
[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/
[3] https://www.vtv.gob.ve/dia-880-lucha-covid-12082022/
[3] https://mazo4f.com/venezuela-reporta-373-casos-de-contagios-de-covid-19-y-dos-fallecidos
[2] https://www.youtube.com/watch?v=SL8tJw8VInE&feature=youtu.be

[2] https://www.youtube.com/watch?v=op5LHPiFspA&feature=youtu.be


Top URLs in Tweet in G3:
[4] https://www.20minutes.fr/sante/3336075-20220810-covid-19-agence-europeenne-medicaments-veut-approuver-vaccin-ciblant-omicron
[2] https://www.amazon.fr/scandale-Ivermectine-Comment-pourquoi-lanti-covid-19-ebook/dp/B09HSD1V3S
[2] https://www.currentaffairs.org/2022/08/why-the-chair-of-the-lancets-covid-19-commission-thinks-the-us-government-is-preventing-a-real-investigation-into-the-pandemic
[1] https://nclalegal.org/2022/08/ncla-clients-join-missouri-and-louisiana-suit-challenging-govt-directed-social-media-censorship/
[1] https://leparisien.fr/societe/covid-19-peut-on-se-passer-dessais-cliniques-pour-approuver-certains-vaccins-adaptes-a-omicron-14-08-2022-RLG7X277JRGN3JXFADYCMQGZNU.php?xtor=AD-366
[1] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions/coronavirus-vaccine-summary-of-yellow-card-reporting
[1] https://expose-news.com/2022/08/14/gov-reports-prove-hundreds-thousands-dying-covid-vaccine/
[1] https://www.sciencedirect.com/science/article/pii/S2666602222001082
[1] https://www.epochtimes.fr/exclusif-cdc-admettent-donne-de-fausses-informations-concernant-surveillance-securite-vaccins-covid-19-2088610.html
[1] https://www-blacklistednews-com.translate.goog/article/83152/denmark-bans-covid-vaccines-for.html?_x_tr_sl=auto&_x_tr_tl=fr&_x_tr_hl=fr

Top URLs in Tweet in G4:
[92] https://imperialcollegelondon.github.io/orphanhood_calculator/#/country/Japan
[4] https://www.mhlw.go.jp/stf/seisakunitsuite/bunya/kenkou_iryou/dengue_fever_qa_00018.html#Q6-1
[4] https://www.fukushihoken.metro.tokyo.lg.jp/waitperiod/waitperiod.html
[3] https://www.fukushihoken.metro.tokyo.lg.jp/iryo/kansen/corona_portal/shien/zitakuryouyou.files/meyasu.pdf
[3] https://www.mhlw.go.jp/content/000698300.pdf
[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.mhlw.go.jp/content/10906000/000975417.pdf
[2] https://www.thestar.com.my/aseanplus/aseanplus-news/2022/08/14/panadol-cough--cold-decolgen-in-short-supply-in-singapore-as-more-covid-19-patients-self-medicate
[1] https://twitter.com/BBCBreaking/status/1559133084552937472

Top URLs in Tweet in G5:
[4] https://premint.xyz/viral/

Top URLs in Tweet in G6:
[6] https://noticiasbarlovento.wordpress.com/2022/08/12/oms-acepto-el-carvativir-como-medicamento-eficaz-contra-el-covid-19/
[2] http://www.psuv.org.ve/temas/noticias/ministra-jimenez-asumir-que-covid-19-es-como-una-gripe-es-una-vision-errada/
[1] https://twitter.com/gabrielasjr/status/1558845395429724161
[1] https://twitter.com/drelidavid/status/1548376159166943233
[1] https://sapi.gob.ve/oms-acepto-el-carvativir-como-medicamento-eficaz-contra-el-covid-19/

Top URLs in Tweet in G7:
[1] https://www.canada.ca/fr/sante-publique/nouvelles/2022/08/declaration-de-ladministratrice-en-chef-de-la-sante-publique-du-canada-le-12-aout-2022.html
[1] https://canada.ca/fr/sante-publique/services/publications/maladies-et-affections/contribuez-reduire-propagation-covid-19.html
[1] https://canada.ca/en/public-health/services/publications/diseases-conditions/help-reduce-spread-covid-19.html
[1] https://health-desk.org/articles/is-there-any-evidence-of-vaccine-acquired-immunodeficiency-in-relation-to-covid-19-vaccines-and-booster-shots
[1] https://www.who.int/data/stories/the-true-death-toll-of-covid-19-estimating-global-excess-mortality
[1] https://usafacts.org/visualizations/coronavirus-covid-19-spread-map/

Top URLs in Tweet in G8:
[3] https://www.cbc.ca/news/canada/toronto/covid-19-ontario-aug-11-2022-7th-wave-1.6548654?__vfz=medium%3Dsharebar
[2] https://www.guampdn.com/news/6-month-old-baby-latest-to-die-from-covid-19/article_d3f6c23e-1c6f-11ed-90d0-fb0137ff637f.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[2] https://www.news-medical.net/news/20220811/Children-hospitalized-with-COVID-19-commonly-experience-neurologic-complications.aspx
[1] https://www.healthline.com/health-news/children-hospitalized-with-covid-19-can-have-lingering-health-issues-months-later
[1] https://twitter.com/lazaruslong13/status/1507978377868689409
[1] Https://www.nature.com/articles/s41599-022-01097-5
[1] https://pharmacyvnb.ableassess.com/vnb/Register
[1] https://static1.squarespace.com/static/60340d12be1db058065cdc10/t/62619308f7545c19e772768e/1650561801836/COVID-19+Recommendations.pdf
[1] https://www.saltwire.com/nova-scotia/opinion/susan-joudrey-nova-scotians-drowning-in-a-sea-of-covid-19-100762518/
[1] https://twitter.com/dalhousieu/status/1557783213698842624

Top URLs in Tweet in G9:
[4] https://www.zerohedge.com/covid-19/dr-birx-admits-she-and-fauci-made-science-lockdowns-social-distancing
[3] https://www.infodocket.com/2022/08/14/journal-article-misinformation-about-covid-19-vaccines-on-social-media-rapid-review/
[2] https://trib.al/hkxM7zH
[2] https://www.firstpost.com/india/antibodies-that-may-lead-to-next-gen-vaccines-for-all-covid-19-strains-found-11049341.html
[2] https://nicksstories.medium.com/the-retirement-newsletter-18-months-left-until-i-retire-3e4f24217c7f
[2] https://www.cnn.com/2022/08/11/health/cdc-covid-guidance-update/index.html
[2] https://www.cdc.gov/media/releases/2022/p0811-covid-guidance.html
[2] https://www.timesnownews.com/india/india-sees-slight-dip-in-covid-19-tally-with-14092-new-cases-in-last-24-hours-article-93554796
[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

Top URLs in Tweet in G10:
[2] https://time.com/6201267/pcr-test-long-covid/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=176910266
[2] https://time.com/6205355/paxlovid-rebound-longer-courses-covid-19/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=176909968
[2] https://covid19.place/MY/?1660492939
[2] https://journals.lww.com/jaapa/Fulltext/9900/Post_COVID_19_neurologic_syndrome__Another_legacy.18.aspx
[1] https://www.unicef.org/rosa/stories/children-and-covid-19-vaccines
[1] https://abcn.ws/3QpmgRO
[1] https://abcn.ws/3QEOmIu
[1] https://www.managedhealthcareexecutive.com/view/covid-19-antibodies-found-in-non-immune-blood-cancer-patients-after-receiving-booster
[1] https://onlinelibrary.wiley.com/doi/abs/10.1111/cch.13043
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Farticle%2FPIIS2214-109X%2822%2900323-0%2Ffulltext&rc=0

Top Domains
Top Domains in Tweet in Entire Graph:
[187] twitter.com
[107] blogspot.com
[92] github.io
[72] gob.ve
[68] com.br
[55] nih.gov
[47] co.uk
[45] venezuela-news.com
[42] youtube.com
[30] bit.ly

Top Domains in Tweet in G1:
[43] twitter.com
[35] nih.gov
[21] com.br
[21] blogspot.com
[13] theepochtimes.com
[11] co.uk
[11] wsj.com
[8] geniouxfacts.com
[7] msn.com
[6] co.jp

Top Domains in Tweet in G2:
[70] gob.ve
[37] venezuela-news.com
[8] mazo4f.com
[6] twitter.com
[5] youtube.com
[3] dailymotion.com
[1] wordpress.com
[1] mdn.tv
[1] t.me

Top Domains in Tweet in G3:
[5] 20minutes.fr
[2] francesoir.fr
[2] amazon.fr
[2] currentaffairs.org
[1] nclalegal.org
[1] leparisien.fr
[1] gov.uk
[1] expose-news.com
[1] sciencedirect.com
[1] epochtimes.fr

Top Domains in Tweet in G4:
[92] github.io
[11] go.jp
[10] lg.jp
[6] twitter.com
[2] buzzfeed.com
[2] com.my
[1] jamanetwork.com
[1] bmj.com
[1] jiac-j.com
[1] nih.gov

Top Domains in Tweet in G5:
[4] premint.xyz

Top Domains in Tweet in G6:
[6] wordpress.com
[2] twitter.com
[2] org.ve
[1] gob.ve

Top Domains in Tweet in G7:
[3] canada.ca
[1] health-desk.org
[1] who.int
[1] usafacts.org

Top Domains in Tweet in G8:
[3] cbc.ca
[2] guampdn.com
[2] twitter.com
[2] news-medical.net
[1] healthline.com
[1] nature.com
[1] ableassess.com
[1] squarespace.com
[1] saltwire.com
[1] covid19resources.ca

Top Domains in Tweet in G9:
[5] twitter.com
[4] zerohedge.com
[3] trib.al
[3] infodocket.com
[3] gmanetwork.com
[2] firstpost.com
[2] medium.com
[2] cnn.com
[2] cdc.gov
[2] timesnownews.com

Top Domains in Tweet in G10:
[4] time.com
[2] abcn.ws
[2] covid19.place
[2] lww.com
[1] unicef.org
[1] managedhealthcareexecutive.com
[1] wiley.com
[1] elsevierhealth.com
[1] gov.uk
[1] leparisien.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[379] covid19
[362] covid_19
[318] covidnoesgripe
[261] 14ago
[216] covid
[207] prevención
[146] 15ago
[100] enterate
[84] pensarcomopaís
[81] covidー19



Top Hashtags in Tweet in G1:
[60] covid19
[36] covid_19
[20] covid
[19] partitodemocratico
[19] pd
[19] enricoletta
[19] meloni
[19] fratelliditalia
[19] giorgiameloni
[13] pfizer

Top Hashtags in Tweet in G2:
[308] covidnoesgripe
[252] 14ago
[201] prevención
[102] 15ago
[98] enterate
[79] pensarcomopaís
[71] entérate
[69] covid_19
[59] venezuela
[46] 12ago

Top Hashtags in Tweet in G4:
[2] covid19

Top Hashtags in Tweet in G5:
[4] covid
[4] freemint
[3] nft
[2] nfts
[1] whitelist
[1] premint

Top Hashtags in Tweet in G6:
[16] oms
[7] entérate
[5] ultimahora
[4] covidnoesgripe
[3] 13ago
[3] ultimominuto
[2] juntosporcadalatido
[2] prevención
[1] covid_19
[1] 15agosto

Top Hashtags in Tweet in G7:
[5] covid19
[2] vaccinsplus
[2] vaccinesplus
[1] vaccinscovid19
[1] mainsmasqueespace
[1] covid19vaccines
[1] washmaskspace
[1] covid

Top Hashtags in Tweet in G8:
[1] vaccination

Top Hashtags in Tweet in G9:
[73] covid
[9] covid19
[8] coronavirus
[7] covid_19
[6] hydroxychloroquine
[5] whatshappeninginmyanmar
[5] myanmar
[4] climat
[4] hcq
[4] ivermectine

Top Hashtags in Tweet in G10:
[6] omicron
[5] moderna
[2] covid
[1] covid_2019

Top Words
Top Words in Tweet in Entire Graph:
[6538] covid
[5952] 19
[650] contra
[500] virus
[496] white
[492] list
[443] vaccine
[379] #covid19
[373] mint
[362] #covid_19

Top Words in Tweet in G1:
[860] covid
[829] 19
[68] vaccine
[65] health
[60] #covid19
[57] 2022
[54] contra
[49] booster
[37] people
[36] more

Top Words in Tweet in G2:
[1025] covid
[999] 19
[325] contra
[308] #covidnoesgripe
[252] #14ago
[246] mascarilla
[244] medidas
[237] vtvcanal8
[228] evitar
[218] nuevos

Top Words in Tweet in G3:
[202] covid
[191] très
[126] 19
[96] plus
[95] bien
[94] dr
[94] peter
[94] mccullough
[94] passe
[94] quelque

Top Words in Tweet in G4:
[183] covid
[125] sukunabikona7
[92] 19によって親を失った子供の数の推計をインペリアル
[92] カレッジ
[92] ロンドンが公表しているのだけれど
[92] 日本では片親もしくは両親を亡くした子供は1600名に
[39] generection1
[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

Top Words in Tweet in G5:
[468] white
[468] list
[314] mint
[159] 19
[155] open
[155] registration
[155] name
[155] virus
[155] covid
[155] nft

Top Words in Tweet in G6:
[81] carvativir
[76] covid
[63] 19
[39] venezolano
[37] medicamento
[36] contra
[34] antiviral
[30] organización
[30] mundial
[28] eficaz

Top Words in Tweet in G7:
[5] #covid19
[5] covid
[5] 19
[4] cpho_canada
[4] breezergalway
[4] shocktraumarn
[4] andrewlazarus4
[4] skepticalmutant
[4] tonybaduy
[4] mcfunny

Top Words in Tweet in G8:
[45] many
[45] online
[44] chronically
[44] ill
[44] person
[44] sitting
[44] front
[44] computer
[44] frustrated
[44] hybrid

Top Words in Tweet in G9:
[107] 19
[73] #covid
[68] covid
[37] omicron
[33] first
[33] vaccine
[31] variant
[30] country
[22] wsj
[21] moderna

Top Words in Tweet in G10:
[90] covid
[87] 19
[56] yash25571056
[45] symptoms
[43] common
[43] neurologic
[43] syndrome
[43] reported
[41] 762
[41] participants

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5734] covid,19
[502] contra,covid
[482] white,list
[297] virus,covid
[228] 19,vaccine
[191] 19,vaccines
[183] open,registration
[183] registration,name
[183] name,virus
[183] total,6000

Top Word Pairs in Tweet in G1:
[792] covid,19
[43] 19,vaccine
[42] contra,covid
[25] 19,pandemic
[20] 19,vaccines
[19] li,rivoti
[19] rivoti,faranno
[19] faranno,ancora
[19] ancora,#partitodemocratico
[19] #partitodemocratico,#pd

Top Word Pairs in Tweet in G2:
[994] covid,19
[262] contra,covid
[148] 19,#covidnoesgripe
[146] vtvcanal8,#prevención
[135] uso,adecuado
[133] adecuado,mascarilla
[123] lucha,contra
[122] nuevos,casos
[120] métodos,preventivos
[120] preventivos,efectivos

Top Word Pairs in Tweet in G3:
[121] covid,19
[95] bien,plus
[94] dr,peter
[94] peter,mccullough
[94] mccullough,passe
[94] passe,quelque
[94] quelque,chose
[94] chose,très
[94] très,très
[94] plus,important

Top Word Pairs in Tweet in G4:
[102] sukunabikona7,covid
[92] 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
[92] 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
[92] カレッジ,ロンドンが公表しているのだけれど
[92] 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:
[468] white,list
[158] list,mint
[155] list,open
[155] open,registration
[155] registration,name
[155] name,virus
[155] virus,covid
[155] covid,19
[155] 19,nft
[155] nft,total

Top Word Pairs in Tweet in G6:
[63] covid,19
[33] venezolano,carvativir
[30] antiviral,venezolano
[30] organización,mundial
[23] carvativir,medicamento
[22] dosis,covid
[22] contra,covid
[20] mundial,salud
[19] salud,aceptó
[19] aceptó,antiviral

Top Word Pairs in Tweet in G7:
[5] covid,19
[2] grâce,#vaccinsplus
[2] #vaccinsplus,peut
[2] peut,vivre
[2] vivre,#covid19
[2] #covid19,sans
[2] sans,trop
[2] trop,perturbations
[2] perturbations,optimisant
[2] optimisant,avantages

Top Word Pairs in Tweet in G8:
[44] chronically,ill
[44] ill,person
[44] person,sitting
[44] sitting,front
[44] front,computer
[44] computer,frustrated
[44] frustrated,many
[44] many,online
[44] online,hybrid
[44] hybrid,events

Top Word Pairs in Tweet in G9:
[66] covid,19
[41] #covid,19
[33] 19,vaccine
[30] first,country
[30] omicron,variant
[18] became,first
[18] country,approve
[18] approve,moderna
[18] moderna,covid
[18] vaccine,targets

Top Word Pairs in Tweet in G10:
[87] covid,19
[43] 19,neurologic
[43] neurologic,syndrome
[41] common,symptoms
[41] symptoms,covid
[41] syndrome,reported
[41] reported,762
[41] 762,participants
[41] participants,follows
[41] follows,brain

Top Replied-To
Top Replied-To in Entire Graph:
@gvendacopy
@flecka419
@karl_lauterbach
@rapplerdotcom
@cmdtegnbsucre
@gnb_sucre
@xicosa
@jeanneonyme
@furybahamut
@covid_19_canada

Top Replied-To in G2:
@gnb_pueblo
@mippcivzla

Top Replied-To in G3:
@dcornichet
@jentanrien

Top Replied-To in G4:
@hironobusuzuki

Top Replied-To in G6:
@nicolasmaduro
@ebvzla

Top Replied-To in G7:
@mpc_xetts
@zeetubes
@dann58638436
@bitcoinbum2
@cpho_canada

Top Replied-To in G8:
@covid_19_canada
@jennbr6
@lazaruslong13
@dominiccardy
@moriartylab

Top Replied-To in G9:
@ektwit1
@ohiou
@lapublichealth
@cdcdirector
@samanthamarika1
@wsj

Top Replied-To in G10:
@flahault

Top Mentioned
Top Mentioned in Entire Graph:
@vtvcanal8
@sukunabikona7
@jaof2390
@realmoneyape
@pam33771
@josecar12483130
@umarbzv
@f_philippot
@toadmeister
@somosrmnoticias

Top Mentioned in G1:
@erica43581765
@dai_jiro
@masao_sakuraba
@tachyon_1225
@simes77790734
@eldiario_net
@agathoniamedia
@diariodegoias

Top Mentioned in G2:
@vtvcanal8
@jaof2390
@josecar12483130
@somosrmnoticias
@gnb_tachira
@ciaapoyo_41
@gnb_pueblo
@gnbd412
@avils43378519
@gnb41_carabobo

Top Mentioned in G3:
@pam33771
@f_philippot
@lmucchielli
@pasdhypocrisie
@nimwegenlab
@banounhelene
@dover63a
@france_soir
@narashi13876794
@ivarsigurdson

Top Mentioned in G4:
@sukunabikona7
@generection1
@ped_allergy
@carpe_diem0820
@aki_ohchan
@hironobusuzuki
@kdmcycpefgybuq7
@chinadailyasia
@staronline

Top Mentioned in G5:
@realmoneyape
@crypto_hawkk
@cryptocallista
@crypto_bearr

Top Mentioned in G6:
@totono56
@nicolasmaduro
@erikaosanoja
@lorenzocal14
@adanpacheco20
@jazerpa
@1412yolis
@chistosito1
@noti_barlovent0
@multibosscargo

Top Mentioned in G7:
@breezergalway
@shocktraumarn
@andrewlazarus4
@skepticalmutant
@tonybaduy
@mcfunny
@jonathanhannah
@richykirsh
@andylumm
@jimeeliberty

Top Mentioned in G8:
@metraux_julia
@stephtaitwrites
@statcan_eng
@covid_19_canada
@dfisman
@cdavidnaylor
@ashtuite
@katepri14608408
@lazaruslong13
@mls_dave

Top Mentioned in G9:
@wsj
@financialtimes
@madeinchinaoff
@umich
@elhadjham
@hwwarrington
@koppitz
@virusudate
@libraryjournal
@peter01166655

Top Mentioned in G10:
@yash25571056
@unicefrosa
@manlius84
@nicolasberrod
@time
@abc
@who
@lesnews24
@novartisfdn
@theeconomist

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@el_cooperante
@filafresh
@ptjasamarga
@uber_support
@yoshiki7111
@kompascom
@detikcom
@chidambara09
@postematico

Top Tweeters in G1:
@el_cooperante
@ptjasamarga
@yoshiki7111
@postematico
@reporteactivo
@laredrevela
@supertrinos
@jcc_news
@efectocognitivo
@newsoneplace

Top Tweeters in G2:
@vtvcanal8
@luiscarrillo66
@nellypsuvya
@jonatha718
@jguedez29
@mippcivzla
@gnb_tachira
@rafaelgarcialaf
@mrmarkoanto
@marcialm2

Top Tweeters in G3:
@m2bliquis
@lagrosta
@lopezdominique2
@dufailly1
@alain_83740
@bleuet1091
@daniesteimer
@007dijon
@anny690
@cestalain

Top Tweeters in G4:
@machi_usagi
@otakutokkai
@sige1225
@nagatoyukito5
@eimc3z
@amane1735
@wakakusa_midori
@granat_san
@staronline
@68_iw

Top Tweeters in G5:
@0xnamjoon
@mend0anget
@cheerrychoco
@phuw1ntang
@mengejarbigwin
@renbigwinn
@qtddey1
@minahpamungkas
@luvieseulg
@rejekimahadaaja

Top Tweeters in G6:
@conelmazodando
@partidopsuv
@quiskillosa
@oteb1000
@carmencita55b
@monickred
@chistosito1
@richardgamboa
@m1r1amest3lamor
@1412yolis

Top Tweeters in G7:
@doritmi
@rolo_tamasi
@scepticalaussie
@monstercoyliar
@fillmorewhite
@mcfunny
@breezergalway
@chimera414
@zubymusic
@angryfleas

Top Tweeters in G8:
@roblwilson
@4evrstardancer
@marypcbuk
@deus_ex_human
@curlyclaretoo
@nomorebooks
@kim_crawley
@bdk1521
@stutterloudly
@teffie_bell

Top Tweeters in G9:
@falconhamada_90
@ansisegle
@timesnow
@gmanews
@wsj
@hephaistos_ai
@financialtimes
@_drfrusci
@sir_alex52
@whokilledisac

Top Tweeters in G10:
@time
@abc
@playmogeek
@ikhwansolveig
@aasaraiko
@giuliog
@theeconomist
@pablotopo
@phbaumann
@imelda_mairead