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COVID-19_2022-08-13_00-00-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3PnXd06
@flaviocadegiani
@brom_elisa
@mpvcovid19
@vtvcanal8
@brazilfight
@jornalbsm
@realmoneyape
@epimeme
@revistaoeste
@gnb_pueblo

Top hashtags:
#covid
#prevención
#covid19
#11ago
#covid_19
#venezuelaendesarrollo
#12ago

Description:
Description
The graph represents a network of 8,996 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 Saturday, 13 August 2022 at 07:14 UTC.

The requested start date was Saturday, 13 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, 15-minute period from Wednesday, 10 August 2022 at 12:02 UTC to Friday, 12 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 : 8996
Unique Edges : 4199
Edges With Duplicates : 12676
Total Edges : 16875
Number of Edge Types : 5
Retweet : 5646
MentionsInRetweet : 6459
Tweet : 2585
Mentions : 1737
Replies to : 448
Self-Loops : 2634
Reciprocated Vertex Pair Ratio : 0.00472420837589377
Reciprocated Edge Ratio : 0.00940399034184776
Connected Components : 2323
Single-Vertex Connected Components : 882
Maximum Vertices in a Connected Component : 560
Maximum Edges in a Connected Component : 1809
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.211343
Graph Density : 9.72453695064523E-05
Modularity : 0.518908
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 8,996 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 Saturday, 13 August 2022 at 07:14 UTC.

The requested start date was Saturday, 13 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, 15-minute period from Wednesday, 10 August 2022 at 12:02 UTC to Friday, 12 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:
[51] https://medicospelavidacovid19.com.br/noticias/estudo-de-harvard-comprova-eficacia-da-hidroxicloroquina-para-profilaxia-da-covid-19/
[38] https://revistaoeste.com/politica/eleicoes-2022/pt-podera-exigir-vacinacao-contra-covid-para-conceder-auxilio-brasil/
[22] https://venezuela-news.com/dia-878-pandemia-venezuela-328-nuevos-casos-y-2-fallecimientos-covid-19/
[22] https://www.mhlw.go.jp/stf/seisakunitsuite/bunya/kenkou_iryou/dengue_fever_qa_00018.html#Q6-1
[19] https://www.fukushihoken.metro.tokyo.lg.jp/iryo/kansen/corona_portal/shien/zitakuryouyou.files/meyasu.pdf
[17] https://www.scmp.com/news/asia/article/3188242/coronavirus-thailand-downgrades-covid-19-same-category-flu-japan-roll-out?utm_source=rss_feed
[15] https://thelinknewspaper.ca/article/feature/minimal-covid-19-protocols-on-campus-reasonable-or-blatant-disregard
[14] https://www.lefigaro.fr/international/le-leader-nord-coreen-proclame-une-victoire-eclatante-contre-le-covid-20220811
[13] https://www.diariodocentrodomundo.com.br/777926-2/amp/
[11] https://www.city.hamamatsu.shizuoka.jp/koho2/emergency/covid-19/index.html

Top URLs in Tweet in G1:
[8] https://naturesrealhealth.blogspot.com/2022/08/a-closer-look-at-japanese-american.html
[6] https://www.cbsnews.com/news/cdc-covid-19-guidelines-updated-recommendations/
[4] https://grandesmedios.com/vitamina-c-en-covid-19/
[4] https://medicospelavidacovid19.com.br/noticias/estudo-de-harvard-comprova-eficacia-da-hidroxicloroquina-para-profilaxia-da-covid-19/
[3] https://www.wsj.com/articles/is-congress-getting-over-covid-19-proxy-voting-senate-house-nancy-pelosi-11660083185
[3] https://www.zerohedge.com/covid-19/head-lancets-covid-19-investigation-convinced-it-came-out-lab
[3] https://venezuela-news.com/dia-878-pandemia-venezuela-328-nuevos-casos-y-2-fallecimientos-covid-19/
[3] https://kerjha.com/kadar-antibodi-penduduk-indonesia-meningkat-empat-kali-lipat/
[3] https://elcooperante.com/hermana-de-kim-jong-un-amenazo-con-exterminar-a-corea-del-sur-por-propagar-la-covid-19/
[3] https://naturesrealhealth.blogspot.com/2020/04/covid-19-created-stress-dietary-habits.html

Top URLs in Tweet in G2:
[26] https://medicospelavidacovid19.com.br/noticias/estudo-de-harvard-comprova-eficacia-da-hidroxicloroquina-para-profilaxia-da-covid-19/
[6] https://gazetabrasil.com.br/brasil/2022/08/10/atila-iamarino-esta-com-covid-19-tem-4-doses-pra-me-proteger/
[4] https://www.cureus.com/articles/110419-catecholamines-are-the-key-trigger-of-covid-19-mrna-vaccine-induced-myocarditis-a-compelling-hypothesis-supported-by-epidemiological-anatomopathological-molecular-and-physiological-findings
[2] https://www.msembrasilia.com/2022/08/10/estudo-de-harvard-comprova-eficacia-da-hidroxicloroquina-para-covid-19/
[1] https://www.epochtimes.com.br/exclusivo-cdc-admite-que-forneceu-informacoes-falsas-sobre-a-fiscalizacao-das-vacinas-de-covid-19/
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs10654-022-00891-4

Top URLs in Tweet in G3:
[16] https://venezuela-news.com/dia-878-pandemia-venezuela-328-nuevos-casos-y-2-fallecimientos-covid-19/
[7] https://www.vtv.gob.ve/dia-878-lucha-covid-10082022/
[7] https://venezuela-news.com/dia-877-pandemia-venezuela-246-nuevos-contagios-covid-19/
[5] https://www.vtv.gob.ve/dia-877-lucha-covid-09082022/
[3] https://www.telesurtv.net/news/costa-rica-levanta-estado-emergencia-covid-20220810-0032.html
[3] https://misionverdad.com/globalistan/biolaboratorios-de-eeuu-en-el-foco-de-las-actuales-amenazas-globales
[2] https://www.youtube.com/watch?v=n3D_SQ6ZIIY&feature=youtu.be

[2] https://www.mincyt.gob.ve/investigadora-llama-a-no-bajar-la-guardia-contra-la-covid-19-ante-nuevos-casos-positivos/
[2] https://www.laiguana.tv/articulos/1071264-venezuela-246-casos-covid-19/
[1] https://www.youtube.com/watch?v=b7_1RI7yHkY&feature=youtu.be


Top URLs in Tweet in G4:
[2] https://premint.xyz/viral/

Top URLs in Tweet in G5:
[17] https://www.scmp.com/news/asia/article/3188242/coronavirus-thailand-downgrades-covid-19-same-category-flu-japan-roll-out?utm_source=rss_feed
[2] https://www.city.hamamatsu.shizuoka.jp/koho2/emergency/covid-19/index.html
[1] https://www.news24.com/fin24/Companies/aspen-to-halt-covid-19-vaccine-production-as-jj-orders-dry-up-20220810
[1] https://www.adrreports.eu/en/search_subst.html
[1] https://loginpublic.ema.europa.eu:443/oam/server/obrareq.cgi?encquery%3DCatUI5PVGJWhRCx26DkSbYlQrUCiFc441G6hHQ0g7uYNtb8M65UP4uMh23zx6jUdXPJSNi2iqtH4UN4kR5fkw%2F4HdSuq%2F6F1mO6TrB3P%2FKxBX4xBzD4OIBL79zB%2BJTQs%2FDBewWZWtLR0WLFolI0mqSMRLXKh3rzBE11vvaSRYDIHyuy090aMFJ%2BvlyAp3qI7qwtXOJNzmIkMXxfYVmQBY5HtHIif31mUyNhIemI6Uply1x7j8JY4rFM%2FOU3pyh9NtNZ7pc6MwUlAM8RIniA15tCNhIJvuA8cXud16QGXLDNF%2BIT9W1exiVnCcdD3ruyQUH6x7Q5v%2BhPSLG5JRQ0vcVagWC8M8GxAh6nupqfcruUE5G63upntAZK6ePOpLhHAhQVlwvyD%2FwfzeYjWMrUF5lz%2B%2FsAufWG9SC2elrQJa2ijBTh6kRrh84Bc34SbJPbCoxxRYKoHTrt0bwuLKn3mJxkOCC0ZMv99cP%2FLNCK2boaTiCAMi0f4sfkBhp6nxiDH%2FzgN10jYd4hvcd%2B%2FcyXQV6lYbi5xe8JWRWl6045iiZL5US6CFfNu82OhoMGoY9DCRNyY%2Fh9k0mnc%2B1US0q5zCYwhQRC0RPNFRlAb5xrJnN1x9aBeWvAF8Nq9IZoVKdK7gYwIw7vykwtfzzvfL3EFtCJgRBYIBIB09kq1AQurWrqGUmrV5lV7IUPiE1J%2FwloxGReElXQd3dtQ4hrvNTyuqYZlpVfYnL8i84Sk%2FZM%2Bsz39fmG%2BqGWSviOU%2F7iwPgzeRzbA2tR1FWphKf%2FBV89UJMCrlyf5WZxhXcV5zIcZj%2F4a2xK%2FKIdiS7QitPZxgZWGIdCFgtc0tdJZ8X8pLodwdRNpRJWiDtHwndMeJZU0OzXO1a9ce2DK%2FgI4Y018Nk979NZ4UHF1OPWnCMp%2Bjp0iSRLOwq0nbLnAU%2Fwj5K0ogvA%3D%20agentid%3Dohs_webgate12c%20ver%3D1%20crmethod%3D2%26cksum%3Dd98ef11fd3a9411d24aa5827561157e27e9e28ba&ECID-Context=1.005tXcRieRR7u1GayxaeMG00059P001KGL%3BkXjE
[1] https://www.wsj.com/articles/most-parents-are-saying-no-to-covid-19-vaccines-for-toddlers-11659887903

Top URLs in Tweet in G6:
[5] https://www.francesoir.fr/la-vaccination-contre-le-sars-cov-2-favorise-t-elle-le-developpement-du-cancer#.YvTIWHnm1PQ.twitter
[2] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions/coronavirus-vaccine-summary-of-yellow-card-reporting
[2] https://rumble.com/vm3kvi-dr.-peter-mccullough-full-lecture-on-covid-19-treatment-and-vaccines.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/les-vaccins-contre-le-covid-19-sont-sans-danger-pendant-la-grossesse-confirme-une-etude-canadienne_5304211.html
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs10654-022-00891-4
[2] https://ncrc.jhsph.edu/research/animal-sales-from-wuhan-wet-markets-immediately-prior-to-the-covid-19-pandemic/
[2] https://beckernews.com/breaking-the-cdc-is-throwing-the-white-flag-on-covid-19-regulations-46299/
[2] https://frenchdailynews.com/health/5049-can-acupuncture-treat-covid-19-diseases
[2] https://infodujour.fr/sante/58780-lacupuncture-peut-elle-traiter-des-maladies-covid-19
[2] https://frenchdailynews.com/health/5036-covid-19-the-limits-of-vaccination

Top URLs in Tweet in G7:
[22] https://www.mhlw.go.jp/stf/seisakunitsuite/bunya/kenkou_iryou/dengue_fever_qa_00018.html#Q6-1
[19] https://www.fukushihoken.metro.tokyo.lg.jp/iryo/kansen/corona_portal/shien/zitakuryouyou.files/meyasu.pdf
[11] https://www.fukushihoken.metro.tokyo.lg.jp/waitperiod/waitperiod.html
[10] https://www.mhlw.go.jp/content/000698300.pdf
[8] https://www.fukushihoken.metro.tokyo.lg.jp/iryo/kansen/corona_portal/shien/zitakuryouyouhandbook.files/zitakuryouyouhandbook02.pdf
[6] https://www.ncchd.go.jp/news/2021/210817.html

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.news-medical.net/news/20220811/Children-hospitalized-with-COVID-19-commonly-experience-neurologic-complications.aspx
[2] https://www.cidrap.umn.edu/news-perspective/2022/08/covid-19-neuro-complications-long-term-symptoms-kids
[2] https://calgary.ctvnews.ca/calgary-schools-businesses-improve-ventilation-to-stop-covid-19-spread-1.6020948
[1] https://www.independentsage.org/the-new-covid-19-safety-pledge/
[1] https://twitter.com/ReicherStephen/status/1552624414809899009
[1] https://covid19resources.ca/public/excess-mortality-tracker/
[1] https://twitter.com/dalhousieu/status/1557783213698842624
[1] https://www.saltwire.com/nova-scotia/opinion/susan-joudrey-nova-scotians-drowning-in-a-sea-of-covid-19-100762518/
[1] https://twitter.com/virusesimmunity/status/1557391752889307138

Top URLs in Tweet in G9:
[2] https://www.eventbrite.com/e/deep-dive-into-covid-19-vaccines-for-younger-children-and-infants-tickets-400257600257
[2] https://www.andrewbostom.org/2022/08/time-for-a-myopericarditis-induced-moratorium-on-covid-19-vaccination-in-healthy-children-2-3-of-thai-adolescent-schoolchildren-3-5-of-males-followed-serially-after-covid-19-mrna-vaccination-develo/
[1] https://www.vaccines.gov/
[1] https://bit.ly/3Gt4SaT
[1] https://www.theepochtimes.com/top-fda-officials-concerned-about-pressure-to-authorize-covid-19-vaccine-boosters-emails_4630913.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/fauci-decries-covid-19-distruths-claims-vaccines-dont-kill-people_4658282.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/exclusive-cdc-admits-it-gave-false-information-about-covid-19-vaccine-surveillance_4657836.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/exclusive-cdc-admits-it-gave-false-information-about-covid-19-vaccine-surveillance_4657836.html?utm_source=ref_share&utm_campaign=tw&rs=SHRDXZZD
[1] https://www.theepochtimes.com/exclusive-cdc-admits-it-gave-false-information-about-covid-19-vaccine-surveillance_4657836.html?utm_source=ref_share&utm_campaign=tw&rs=SHRMQGXF
[1] https://www.cnn.com/2022/08/11/health/cdc-covid-guidance-update/index.html

Top URLs in Tweet in G10:
[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.economist.com/graphic-detail/coronavirus-excess-deaths-tracker
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fthelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902796-3%2Ffulltext&rc=0
[1] https://cgdev.org/publication/three-new-estimates-indias-all-cause-excess-mortality-during-covid-19-pandemic
[1] https://ourworldindata.org/excess-mortality-covid
[1] https://www.nature.com/articles/d41586-022-01526-0
[1] https://arxiv.org/abs/2205.09081
[1] https://harvard2thebighouse.substack.com/p/understanding-covid-19-and-seasonal
[1] https://www.theepochtimes.com/new-science-multiple-reports-covid-19-vaccine-causes-lung-blockages_4654503.html

Top Domains
Top Domains in Tweet in Entire Graph:
[192] twitter.com
[106] com.br
[60] lg.jp
[49] go.jp
[46] blogspot.com
[38] revistaoeste.com
[38] bit.ly
[36] ctvnews.ca
[34] theepochtimes.com
[34] venezuela-news.com

Top Domains in Tweet in G1:
[56] twitter.com
[44] blogspot.com
[29] com.br
[19] nih.gov
[14] theepochtimes.com
[11] gov.uk
[8] grandesmedios.com
[7] cbsnews.com
[7] co.jp
[6] ctvnews.ca

Top Domains in Tweet in G2:
[33] com.br
[4] cureus.com
[2] msembrasilia.com
[1] springer.com

Top Domains in Tweet in G3:
[23] venezuela-news.com
[14] gob.ve
[3] youtube.com
[3] telesurtv.net
[3] misionverdad.com
[2] laiguana.tv
[1] dailymotion.com

Top Domains in Tweet in G4:
[2] premint.xyz

Top Domains in Tweet in G5:
[17] scmp.com
[2] shizuoka.jp
[1] news24.com
[1] adrreports.eu
[1] europa.eu
[1] wsj.com

Top Domains in Tweet in G6:
[22] infodujour.fr
[19] frenchdailynews.com
[9] francesoir.fr
[3] twitter.com
[3] francetvinfo.fr
[2] gov.uk
[2] rumble.com
[2] youtube.com
[2] yahoo.com
[2] translate.goog

Top Domains in Tweet in G7:
[38] go.jp
[38] lg.jp

Top Domains in Tweet in G8:
[5] cbc.ca
[5] twitter.com
[2] news-medical.net
[2] saltwire.com
[2] umn.edu
[2] ctvnews.ca
[1] independentsage.org
[1] covid19resources.ca
[1] ekathimerini.com
[1] newscientist.com

Top Domains in Tweet in G9:
[7] theepochtimes.com
[4] twitter.com
[2] eventbrite.com
[2] andrewbostom.org
[1] vaccines.gov
[1] bit.ly
[1] cnn.com
[1] yellowhammernews.com
[1] npr.org
[1] aucd.org

Top Domains in Tweet in G10:
[1] health-desk.org
[1] economist.com
[1] elsevierhealth.com
[1] cgdev.org
[1] ourworldindata.org
[1] nature.com
[1] arxiv.org
[1] substack.com
[1] theepochtimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[274] covid
[251] prevención
[238] covid19
[189] 11ago
[182] covid_19
[118] venezuelaendesarrollo
[84] 12ago
[60] vaccination
[57] 10ago
[55] pfizer



Top Hashtags in Tweet in G1:
[37] covid19
[33] covid_19
[10] 12ago
[9] covid
[9] wellness
[6] coronavirus
[6] womensmonth
[6] resilience
[4] traveladvice
[3] northkorea

Top Hashtags in Tweet in G3:
[243] prevención
[147] 11ago
[99] venezuelaendesarrollo
[54] 12ago
[47] 10ago
[40] granmarchasocialista
[35] juventudpresenteyfuturo
[27] miranda
[27] entérate
[26] aragua

Top Hashtags in Tweet in G4:
[2] covid
[2] freemint
[1] whitelist
[1] nft
[1] premint

Top Hashtags in Tweet in G6:
[101] covid
[48] vaccination
[39] sars
[35] vaccin
[35] sarscov2
[32] sars2
[29] vaccinesideeffects
[29] vaccines
[27] covid_19
[22] covid19

Top Hashtags in Tweet in G8:
[4] monkeypox
[1] covid
[1] yqg
[1] vaccination
[1] inflation
[1] cdnpoli
[1] coronavirus
[1] covid19
[1] sarscov2

Top Hashtags in Tweet in G9:
[9] covid19
[3] vaccines
[3] iceid2022
[2] monkeypox
[2] anthonyfauci
[2] alpolitics
[1] vaccine
[1] babyformula
[1] actearlythursday
[1] ltsae

Top Hashtags in Tweet in G10:
[1] covid19
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[6509] covid
[6082] 19
[775] list
[773] white
[510] mint
[438] virus
[408] contra
[351] total
[330] cdc
[306] vaccine

Top Words in Tweet in G1:
[903] covid
[854] 19
[89] health
[54] cases
[48] vaccine
[48] 2022
[48] pandemic
[48] contra
[46] more
[41] people

Top Words in Tweet in G2:
[273] covid
[272] 19
[248] harvard
[231] estudo
[222] comprova
[194] ora
[135] agora
[131] mrna
[128] flaviocadegiani
[128] profilaxia

Top Words in Tweet in G3:
[579] covid
[575] 19
[243] vtvcanal8
[243] #prevención
[235] mascarilla
[159] contra
[147] #11ago
[141] combate
[141] mejor
[140] cuídate

Top Words in Tweet in G4:
[487] white
[487] list
[326] mint
[164] 19
[162] open
[162] registration
[162] name
[162] virus
[162] covid
[162] nft

Top Words in Tweet in G5:
[74] 凄いデータ
[74] ワクチンの必要性が皆無と言える
[74] 政府やメディアもわかっているはず
[74] 副反応でたくさん亡くなっているのに
[74] 浜松市が令和4年1月1日
[74] 令和4年8月4日の陽性者のうち
[74] ワクチン接種の状況や陽性判明時点の症状が確認できた58
[73] nunotaku
[73] 328件につ
[57] covid

Top Words in Tweet in G6:
[156] 19
[134] covid
[101] #covid
[49] cov
[48] #vaccination
[47] sabatierjeanma1
[41] vaccination
[41] #sars
[37] #vaccin
[35] #sarscov2

Top Words in Tweet in G7:
[174] sukunabikona7
[61] covid
[61] 19自宅療養
[61] 自宅待機にあたって役立ちそうなものをスレッドでまとめておく
[61] 知って損はないと思うので適当に広めてくれると
[22] 仕事以外でcovid
[22] 19に感染した場合でも傷病手当金の対象にはなる
[22] これは申請しないと貰えない
[21] 面白い
[21] 学校におけるマスク着用義務を撤廃したことによるcovid

Top Words in Tweet in G8:
[81] covid
[78] 19
[25] made
[24] very
[23] big
[23] mistake
[23] gave
[23] trying
[23] control
[23] people

Top Words in Tweet in G9:
[50] covid
[50] 19
[23] cdcgov
[23] cdc
[17] people
[15] nbsaphiermd
[14] someone
[14] recommends
[12] longer
[12] quarantine

Top Words in Tweet in G10:
[4] mpc_xetts
[4] breezergalway
[4] covid
[4] 19
[3] zubymusic
[2] shocktraumarn
[2] djchicus
[2] itsybitsy944
[2] aburrallb
[2] caejak

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5862] covid,19
[761] white,list
[335] contra,covid
[279] virus,covid
[257] list,mint
[252] list,open
[252] open,registration
[252] registration,name
[252] name,virus
[252] 19,nft

Top Word Pairs in Tweet in G1:
[833] covid,19
[40] nature's,health
[39] 19,pandemic
[37] contra,covid
[34] 19,vaccine
[30] 19,cases
[23] kim,jong
[22] during,covid
[11] casos,covid
[11] pandemi,covid

Top Word Pairs in Tweet in G2:
[272] covid,19
[131] agora,harvard
[131] 19,mrna
[123] profilaxia,covid
[114] harvard,comprova
[114] comprova,eficácia
[114] eficácia,hidroxicloroquina
[108] vão,dizer
[108] dizer,agora
[108] meia,boca

Top Word Pairs in Tweet in G3:
[575] covid,19
[190] vtvcanal8,#prevención
[156] contra,covid
[125] combate,covid
[125] 19,mejor
[125] mejor,combinación
[125] combinación,mascarilla
[125] mascarilla,vacunas
[125] vacunas,sé
[125] sé,consciente

Top Word Pairs in Tweet in G4:
[487] white,list
[163] list,mint
[162] list,open
[162] open,registration
[162] registration,name
[162] name,virus
[162] virus,covid
[162] covid,19
[162] 19,nft
[162] nft,total

Top Word Pairs in Tweet in G5:
[74] 凄いデータ,ワクチンの必要性が皆無と言える
[74] ワクチンの必要性が皆無と言える,政府やメディアもわかっているはず
[74] 政府やメディアもわかっているはず,副反応でたくさん亡くなっているのに
[74] 副反応でたくさん亡くなっているのに,浜松市が令和4年1月1日
[74] 浜松市が令和4年1月1日,令和4年8月4日の陽性者のうち
[74] 令和4年8月4日の陽性者のうち,ワクチン接種の状況や陽性判明時点の症状が確認できた58
[73] nunotaku,凄いデータ
[73] ワクチン接種の状況や陽性判明時点の症状が確認できた58,328件につ
[57] covid,19
[35] スウェーデンでcovid,ワクチン

Top Word Pairs in Tweet in G6:
[113] covid,19
[42] #covid,19
[29] #sars,cov
[19] sars,cov
[17] anti,covid
[16] 19,#covid
[16] #sarscov2,#sars_cov_2
[15] #vaccination,#vaccin
[15] #vaccination,#vaccines
[14] #vaccin,#vaccines

Top Word Pairs in Tweet in G7:
[61] covid,19自宅療養
[61] 19自宅療養,自宅待機にあたって役立ちそうなものをスレッドでまとめておく
[61] 自宅待機にあたって役立ちそうなものをスレッドでまとめておく,知って損はないと思うので適当に広めてくれると
[60] sukunabikona7,covid
[22] 仕事以外でcovid,19に感染した場合でも傷病手当金の対象にはなる
[22] 19に感染した場合でも傷病手当金の対象にはなる,これは申請しないと貰えない
[21] sukunabikona7,仕事以外でcovid
[21] 面白い,学校におけるマスク着用義務を撤廃したことによるcovid
[21] 学校におけるマスク着用義務を撤廃したことによるcovid,19感染状況への影響
[21] 19感染状況への影響,preprint

Top Word Pairs in Tweet in G8:
[72] covid,19
[23] made,very
[23] very,big
[23] big,mistake
[23] mistake,gave
[23] gave,trying
[23] trying,control
[23] control,covid
[23] 19,people
[23] people,effects

Top Word Pairs in Tweet in G9:
[50] covid,19
[12] longer,recommends
[11] cdc,longer
[11] recommends,people
[11] people,quarantine
[11] quarantine,themselves
[11] themselves,following
[11] following,exposure
[11] exposure,someone
[11] someone,covid

Top Word Pairs in Tweet in G10:
[4] covid,19
[2] mpc_xetts,shocktraumarn
[2] shocktraumarn,djchicus
[2] djchicus,itsybitsy944
[2] itsybitsy944,aburrallb
[2] aburrallb,caejak
[2] caejak,getstocked44
[2] getstocked44,mstrixter
[2] mstrixter,breezergalway
[2] breezergalway,hbthbsar

Top Replied-To
Top Replied-To in Entire Graph:
@newstalkfm
@ctvnews
@mpc_xetts
@furybahamut
@shomburg
@covid_19_canada
@valdemings
@c_a_gustave
@pierrepoilievre
@loefflerb1

Top Replied-To in G2:
@leandroruschel
@schmittpaula

Top Replied-To in G3:
@karo_psuv
@guacamaroja
@vtvcanal8

Top Replied-To in G5:
@universalsoftw2

Top Replied-To in G6:
@r_h_ebright
@tatiann69922625
@twittefdp1
@ake2306
@macaron65891128
@s_manigold
@a1an_m
@enfantdabord2
@rasekrasek
@violettecrawley

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

Top Replied-To in G9:
@nbsaphiermd
@usmortality
@jeromeadamsmd
@vilearmadillo
@vprasadmdmph
@charlesbrew

Top Replied-To in G10:
@mpc_xetts
@bitcoinbum2
@stephen1e4
@kevinault

Top Mentioned
Top Mentioned in Entire Graph:
@vtvcanal8
@sukunabikona7
@flaviocadegiani
@realmoneyape
@mpvcovid19
@brom_elisa
@brazilfight
@nunotaku
@enanagorda1
@thammasatuftd

Top Mentioned in G1:
@dai_jiro
@varginha_online
@coriandre34
@masao_sakuraba
@wartakotalive

Top Mentioned in G2:
@flaviocadegiani
@mpvcovid19
@brom_elisa
@brazilfight
@lesixel38
@schmittpaula
@clauthompson
@lorenzoridolfi
@epimeme
@epochtimespt

Top Mentioned in G3:
@vtvcanal8
@enanagorda1
@gnb_pueblo
@gdp2dacia
@maurismarl
@riochicodgp
@gabrielasjr
@2daciariochicog
@somosrmnoticias
@gnbtrujillo_gdp

Top Mentioned in G4:
@realmoneyape
@cryptocallista

Top Mentioned in G5:
@nunotaku
@universalsoftw2
@jhmdrei
@funasejuku
@j_sato
@tkdomo

Top Mentioned in G6:
@sabatierjeanma1
@tatiann69922625
@a1an_m
@franceinfo
@gilleswell
@pasdhypocrisie
@ake2306
@dover63a
@narashi13876794
@ed_unwa

Top Mentioned in G7:
@sukunabikona7

Top Mentioned in G8:
@drzoehyde
@meetjess
@statcan_eng
@sujo_dree
@nsgov
@covid_19_canada
@dfisman
@cdavidnaylor
@ashtuite
@moriartylab

Top Mentioned in G9:
@cdcgov
@nbsaphiermd
@epochtimes
@us_fda
@potus
@whitehouse
@joelmpetlin
@covidvxproject
@aafp
@busph

Top Mentioned in G10:
@breezergalway
@zubymusic
@shocktraumarn
@djchicus
@itsybitsy944
@aburrallb
@caejak
@getstocked44
@mstrixter
@hbthbsar

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@el_cooperante
@sectest9
@ptjasamarga
@kompascom
@medicinehelp
@zyitegadgets
@infoapuntes
@tuitsugerido
@postematico

Top Tweeters in G1:
@el_cooperante
@ptjasamarga
@medicinehelp
@zyitegadgets
@infoapuntes
@tuitsugerido
@postematico
@infolecturas
@interdifusion
@andyvermaut

Top Tweeters in G2:
@ezequiasns
@moacyrodrigues
@cccalado
@brunaantures
@mitags
@aspasia_maria
@schifter71
@elin3t4ty
@jhoao
@ct2fsjwtorre

Top Tweeters in G3:
@la_iguanatv
@vtvcanal8
@memaemma53
@nytimes
@nellypsuvya
@zeus_apolo
@elisaneris1571
@mippcivzla
@regardeleciel1
@mercede073

Top Tweeters in G4:
@dedyrohmat7
@mend0anget
@cheerrychoco
@phuw1ntang
@mengejarbigwin
@renbigwinn
@qtddey1
@minahpamungkas
@luvieseulg
@bloeyjuns

Top Tweeters in G5:
@minkminmi
@loudminorityjp
@aznote
@ichiatsu
@lqomybfizaqhpin
@sirbears
@tkdomo
@miraitas
@idealiststar
@a7swes45exsph7a

Top Tweeters in G6:
@zerohedge
@ch_coulon
@kitty_maggy
@franceinfo
@l_excellence_57
@ebenyaakov
@hervefav
@daniesteimer
@bmi_99999
@nova153

Top Tweeters in G7:
@sippomagari
@chapanda0831
@mayunoao_as
@tryeat443
@harapeko11
@mototchen
@haiju
@toshima59
@february2roses
@rukaranrara_add

Top Tweeters in G8:
@bbddpp
@nomorebooks
@kim_crawley
@pancakeson
@coachrankine
@clairecozler
@pumpkanpie
@benking01
@valmackinnon
@jo_hanna_jo

Top Tweeters in G9:
@epochtimes
@gate_15_analyst
@lily04022018
@leahthrive
@sljnorth
@cluw_girl
@randeem5
@gallahercaren
@aftct
@datadrivenmd

Top Tweeters in G10:
@rolo_tamasi
@scepticalaussie
@fillmorewhite
@mcfunny
@breezergalway
@chimera414
@zubymusic
@iainmulady
@carlsmythe
@andrewlazarus4