COVID-19, Twitter, 4/2/2022 10:53:14 AM, 274173


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COVID-19_2022-04-02_00-00-02.xlsx
COVID-19_2022-04-02_00-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 02, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3LClMoE
@sir_trask
@ctvnews
@potus
@christyceeck
@cp24
@sttogether1
@longcovidkids
@hopley_p
@skynews
@fordnation

Top hashtags:
#covid_19
#covid19
#covid
#bolsonaroday
#44650
#44651
#麻酔科
#呼吸管理
#coronavirus
#gnbcapital

Description:
Description
The graph represents a network of 10,026 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, 02 April 2022 at 07:21 UTC.

The requested start date was Saturday, 02 April 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, 9-minute period from Wednesday, 30 March 2022 at 12:08 UTC to Friday, 01 April 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 : 10026
Unique Edges : 5608
Edges With Duplicates : 11136
Total Edges : 16744
Number of Edge Types : 5
Retweet : 4902
MentionsInRetweet : 5714
Tweet : 3383
Replies to : 505
Mentions : 2240
Self-Loops : 3448
Reciprocated Vertex Pair Ratio : 0.00770299280212148
Reciprocated Edge Ratio : 0.0152882205513784
Connected Components : 3088
Single-Vertex Connected Components : 1278
Maximum Vertices in a Connected Component : 401
Maximum Edges in a Connected Component : 812
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.169634
Graph Density : 7.93945716200224E-05
Modularity : 0.551259
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 10,026 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, 02 April 2022 at 07:21 UTC.

The requested start date was Saturday, 02 April 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, 9-minute period from Wednesday, 30 March 2022 at 12:08 UTC to Friday, 01 April 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:
[34] https://crypto.com/nft/collection/09642c3eb53de070f419665507261ab9?asset=c4334a3298469fcc090d367e7453f1d9&edition=f60d354e46a330eeae68d1847704c6c3&detail-page=MARKETPLACE
[33] https://news.sky.com/story/covid-19-record-49-million-people-in-uk-had-coronavirus-in-week-to-26-march-ons-says-12579508
[33] https://www.soompi.com/article/1519551wpp/monsta-xs-hyungwon-tests-positive-for-covid-19
[23] https://line.me/ti/p/4KlmE8qhgM
[23] https://line.me/ti/p/ul22srdSle
[23] https://www.google.com/search?client=ms-android-huawei-rev1&cds=0&hl=th-TH&v=11.33.9.23.arm64&output=search&q=%E0%B8%A5%E0%B8%B5%E0%B8%A5%E0%B8%B2%E0%B8%A7%E0%B8%94%E0%B8%B5+%E0%B8%AA%E0%B8%9B%E0%B8%B2+%E0%B8%94%E0%B8%B2%E0%B8%A7%E0%B9%80%E0%B8%A3%E0%B8%B7%E0%B8%AD%E0%B8%87&ludocid=8246022240420987029&ibp=gwp;0,7&lsig=AB86z5UqyTfLb2OOx_0LbaHLjOoK&kgs=c529a6565a51dffd&shndl=-1&source=sh/x/kp/local&entrypoint=sh/x/kp/local
[20] https://dailyexpose-uk.translate.goog/2022/02/24/doctors-testify-that-covid-19-vaccines-cause-cancer-and-vaids/?_x_tr_sl=auto&_x_tr_tl=ja&_x_tr_hl=ja-JP&_x_tr_pto=op
[14] https://covid.gov/
[13] https://www.allkpop.com/article/2022/03/monsta-x-minhyuk-im-test-positive-for-covid-19
[12] https://ansorjatim.or.id/nasional/covid-19-mereda-gus-yaqut-kongres-gp-ansor-segera-dipersiapkan/

Top URLs in Tweet in G1:
[7] https://news.sky.com/story/covid-19-record-49-million-people-in-uk-had-coronavirus-in-week-to-26-march-ons-says-12579508
[4] https://floridadecuba.wordpress.com/2022/03/30/pronostican-aumento-progresivo-de-la-covid-19-en-cuba/
[4] https://eduardogerman.com/2022/03/31/vizzotti-en-santiago-del-estero-el-virus-del-covid-19-no-va-a-desaparecer/
[4] https://gra.hatenablog.jp/entry/2022/04/01/204646
[3] https://timesofindia.indiatimes.com/india/citing-who-data-centre-says-india-has-lowest-374-covid-19-deaths-per-million-population/articleshow/90517798.cms
[3] https://grandesmedios.com/vitamina-c-en-covid-19/
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa2115869?cookieSet=1
[3] http://www.nhs.uk/conditions/coronavirus-covid-19
[3] https://reporteuno.net/covid-19-cuales-son-las-posibilidades-de-que-los-chicos-se-reinfecten/
[3] https://www.ledevoir.com/societe/sante/693507/1200-morts-depuis-le-feu-vert-de-legault-aux-assouplissements

Top URLs in Tweet in G2:
[7] https://venezuela-news.com/dia-746-de-la-covid-19-en-venezuela-124-contagios-y-1-fallecido/
[4] https://twitter.com/Cmdtegaesanz/status/1509857648799371265/photo/1
[4] https://www.vtv.gob.ve/iran-inicio-exportaciones-vacunas-covid/
[2] https://www.vtv.gob.ve/desplegado-plan-vacunacion-contra-covid-19-escuelas-carabobo/
[2] https://www.vtv.gob.ve/dia-745-lucha-contra-covid-venezuela-30032022/
[2] https://www.vtv.gob.ve/ghana-producira-vacuna-covid/
[2] https://mazo4f.com/mas-de-400-ninos-caraquenos-fueron-inmunizados-contra-la-covid-19
[1] https://www.vtv.gob.ve/dia-744-lucha-contra-covid-venezuela-29032022/
[1] https://www.vtv.gob.ve/dia-746-lucha-contra-covid-venezuela-31032022/
[1] https://twitter.com/Cmdtegaesanz/status/1509131851608334338/photo/1

Top URLs in Tweet in G4:
[7] https://www.leparisien.fr/societe/sante/covid-19-loms-devoile-ses-trois-scenarios-pour-la-suite-de-la-pandemie-30-03-2022-UXQWSAJEUZEPZKIGYWLRSQRZWY.php#xtor=AD-1481423553
[3] https://www.sudouest.fr/sante/covid-19-dans-le-sud-ouest-hausse-des-cas-hospitalisations-que-disent-les-indicateurs-10389068.php
[3] https://www.francetvinfo.fr/sante/maladie/coronavirus/video-covid-19-on-a-abrege-les-souffrances-des-gens-j-appelle-ca-l-euthanasie-s-indigne-une-medecin-d-ehpad-public_4183593.html
[3] https://www.20minutes.fr/sante/3260959-20220329-covid-19-obligation-vaccinale-soignants-devenue-sujet-campagne-encore-sens?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1648532432
[3] https://rmc.bfmtv.com/actualites/societe/sante/covid-19-l-epidemie-repart-de-plus-belle-dans-l-indifference-generale_AV-202203160065.html
[2] https://www.ladepeche.fr/amp/2022/04/01/infographies-covid-19-pourquoi-lepidemie-flambe-en-bretagne-alors-que-la-region-est-la-plus-vaccinee-de-france-10207824.php
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-240-millions-de-doses-de-vaccins-perimees-ont-ete-gaspillees-a-travers-le-monde_5052793.html
[2] https://www.leparisien.fr/societe/sante/covid-19-en-direct-hausse-des-cas-a-shanghai-malgre-le-confinement-29-03-2022-QCQJVZS6WJALNN4KZT276PJVWU.php#5ee6a979-2993-420a-8157-032b7d2e0b50%23xtor=AD-1481423553
[2] https://www.leparisien.fr/societe/sante/covid-19-le-professeur-raoult-ouvre-un-colloque-emaille-de-figures-antivax-et-contestataires-a-lihu-30-03-2022-YRAREKRW4JFBRNOJOFHIL6MBWU.php
[1] https://www.ladepeche.fr/2022/03/31/covid-19-nous-ne-sommes-plus-dans-la-catastrophe-perpetuelle-on-voit-la-porte-de-sortie-assure-karine-lacombe-10206541.php

Top URLs in Tweet in G5:
[21] https://news.sky.com/story/covid-19-record-49-million-people-in-uk-had-coronavirus-in-week-to-26-march-ons-says-12579508
[3] https://dailyexpose.uk/2022/03/30/distracted-russia-will-smith-uk-gov-data-92-percent-covid-deaths-vaccinated/
[2] https://www.gov.uk/government/publications/covid-19-vaccine-weekly-surveillance-reports
[2] https://trib.al/jE1p4xh
[2] https://www.dailymail.co.uk/news/article-10674491/Dr-Fauci-shut-lab-leak-theories-lauded-gain-function-researcher.html
[1] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/coronaviruscovid19infectionsurveypilot/1april2022
[1] https://www.weforum.org/agenda/2022/02/air-pollution-covid-19-public-health-emergency-threat/
[1] https://english.news.cn/20220331/80d4fc02e4014a8182497ba09581aa6c/c.html
[1] http://www.xinhuanet.com/english/20220331/b0b588a98f3548f7ab4e65488282465f/c.html
[1] https://www.dw.com/en/covid-19-germany-has-reached-omicron-coronavirus-peak-rki-says/a-61323949

Top URLs in Tweet in G6:
[5] https://actionnetwork.org/petitions/covid-19-cases-hospitalisations-and-deaths-are-on-the-rise-boris-johnson-must-act/
[2] https://twitter.com/JoePajak/status/1509851614198312966
[1] https://twitter.com/JoePajak/status/1509858619080298498
[1] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/coronaviruscovid19infectionsurveypilot/1april2022
[1] https://www.standard.co.uk/news/uk/people-nhs-jenny-harries-children-sajid-javid-b991252.html
[1] https://news.sky.com/story/covid-19-record-49-million-people-in-uk-had-coronavirus-in-week-to-26-march-ons-says-12579508
[1] https://www.gov.uk/government/publications/jcvi-update-on-advice-for-covid-19-vaccination-of-children-aged-5-to-11/jcvi-statement-on-vaccination-of-children-aged-5-to-11-years-old
[1] https://www.theguardian.com/commentisfree/2022/mar/31/charging-covid-tests-england-infections?CMP=Share_AndroidApp_Other
[1] https://www.mdpi.com/1999-4915/14/3/458
[1] https://actionnetwork.org/petitions/covid-19-cases-hospitalisations-and-deaths-are-on-the-rise-boris-johnson-must-act?source=twitter&

Top URLs in Tweet in G7:
[3] https://toronto.ctvnews.ca/ontario-has-entered-the-sixth-covid-19-wave-doctor-says-1.5840183
[2] https://www.cp24.com/news/vaccinated-travellers-to-canada-no-longer-need-to-be-tested-for-covid-19-1.5843962
[2] https://www.cp24.com/news/over-800-covid-19-hospitalizations-in-ontario-including-166-in-icu-1.5842493
[2] https://toronto.ctvnews.ca/ontario-s-sixth-covid-19-wave-being-driven-by-eased-restrictions-science-table-head-says-1.5841024
[2] https://www.cp24.com/news/rising-covid-19-indicators-in-ontario-prompt-calls-for-expanded-access-to-pcr-tests-1.5841445
[2] https://www.cp24.com/news/quebec-enters-sixth-wave-of-covid-19-public-health-institute-confirms-1.5842238
[2] https://time.com/6162065/covid-19-airborne-transmission-confusion/
[2] https://medpub.io/
[2] https://www.news-medical.net/news/20220331/Study-models-the-airborne-transmission-of-COVID-19-in-a-hospital-outpatient-examination-room.aspx
[1] https://twitter.com/dzoolander85/status/1488677574058328065

Top URLs in Tweet in G8:
[4] https://www.acog.org/news/news-releases/2021/07/acog-smfm-recommend-covid-19-vaccination-for-pregnant-individuals
[2] https://www.reuters.com/legal/government/paramount-importance-judge-orders-fda-hasten-release-pfizer-vaccine-docs-2022-01-07/
[2] https://www.fdanews.com/articles/206113-federal-judge-tells-fda-it-must-make-public-55000-pages-a-month-of-pfizer-vaccine-data
[2] https://endpts.com/fda-loses-foia-suit-over-pfizer-vaccine-documents-must-release-55000-pages-per-month/
[1] https://childrenshealthdefense.org/defender/covid-vaccine-mandate-louisiana-children-chd/
[1] https://childrenshealthdefense.org/defender/exclusive-interview-woman-dies-rare-brain-disorder-after-pfizer-shot/
[1] https://childrenshealthdefense.org/defender/covid-vaccine-safety-study/
[1] https://policing-tweeting-uk.forumotion.com/t250-flcccfront-line-covid-19-critical-care-alliance-covid19critical#267
[1] https://news.bloomberglaw.com/health-law-and-business/why-a-judge-ordered-fda-to-release-covid-19-vaccine-data-pronto
[1] https://www.medpagetoday.com/special-reports/exclusives/97544

Top URLs in Tweet in G9:
[7] https://covid.gov/
[3] https://www.nih.gov/news-events/nih-research-matters/mandatory-masking-schools-reduced-covid-19-cases?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.globalcitizen.org/en/content/global-covid-19-funding-us-congress-biden/
[2] https://www.nih.gov/news-events/news-releases/nih-begins-clinical-trial-evaluating-second-covid-19-booster-shots-adults?utm_source=dlvr.it&utm_medium=twitter
[2] https://uni.cf/3tQ1IZU
[1] https://blogs.worldbank.org/voices/four-paths-respond-food-price-crisis?cid=ECR_TT_worldbank_EN_EXT
[1] https://twitter.com/ECA_AS/status/1509561900291477513
[1] https://twitter.com/i/broadcasts/1ZkJzbyYPoLJv
[1] https://www.whitehouse.gov/briefing-room/statements-releases/2022/03/30/fact-sheet-biden-administration-launches-covid-gov-a-new-one-stop-shop-website-for-vaccines-tests-treatments-masks-and-the-latest-covid-19-information/
[1] https://www.palmbeachpost.com/story/news/coronavirus/2022/03/24/florida-overcounts-covid-19-vaccinations-because-snowbirds-tourists/6800073001/?utm_source=twitter&utm_medium=Social&utm_campaign=ghf-palmbeach-main

Top URLs in Tweet in G10:
[2] https://www.youtube.com/watch?v=KX_za-OASVU&feature=youtu.be

[1] https://www.cdc.gov/media/releases/2022/s0328-covid-19-boosters.html
[1] https://www.youtube.com/watch?v=Cf1ZpQnve1k&feature=youtu.be

[1] https://latinus.us/2022/03/31/desde-hace-mes-cofepris-aprobo-vacuna-contra-covid-19-menores-5-11-anios-gobierno-federal-eludio-informarlo/
[1] https://www.cdc.gov/media/releases/2022/p0331-youth-mental-health-covid-19.html
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7113e2.htm?s_cid=mm7113e2_w
[1] https://www.vaccines.gov/
[1] https://ivaccinate.org/pfizer-shots-protect-kids-from-severe-covid-even-in-omicron-cdc-study-finds/
[1] https://www.youtube.com/watch?v=pI6E1Z8pIms&feature=youtu.be

[1] https://www.youtube.com/watch?v=FQvAnmk5b04&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[233] twitter.com
[46] com.br
[46] sky.com
[46] line.me
[45] bit.ly
[44] soompi.com
[42] co.uk
[42] gov.uk
[42] ctvnews.ca
[41] youtube.com

Top Domains in Tweet in G1:
[60] twitter.com
[33] com.br
[20] nhs.uk
[19] co.uk
[12] youtube.com
[12] computer42.org
[10] msn.com
[9] cbc.ca
[9] grandesmedios.com
[9] covid19criticalcare.com

Top Domains in Tweet in G2:
[12] gob.ve
[8] venezuela-news.com
[5] twitter.com
[2] com.mx
[2] mazo4f.com

Top Domains in Tweet in G4:
[12] leparisien.fr
[8] twitter.com
[5] francetvinfo.fr
[4] ladepeche.fr
[4] sudouest.fr
[3] 20minutes.fr
[3] bfmtv.com
[1] businessinsider.com
[1] anrs.fr
[1] sante.fr

Top Domains in Tweet in G5:
[25] sky.com
[4] co.uk
[3] gov.uk
[3] dailyexpose.uk
[2] nejm.org
[2] trib.al
[2] weforum.org
[1] humanite.fr
[1] news.cn
[1] xinhuanet.com

Top Domains in Tweet in G6:
[6] actionnetwork.org
[5] gov.uk
[3] twitter.com
[2] sky.com
[1] wsj.com
[1] co.uk
[1] theguardian.com
[1] mdpi.com

Top Domains in Tweet in G7:
[20] cp24.com
[7] ctvnews.ca
[3] twitter.com
[3] toronto.ca
[2] time.com
[2] medpub.io
[2] news-medical.net
[1] panasonic.com
[1] tinyurl.com
[1] washingtonpost.com

Top Domains in Tweet in G8:
[4] acog.org
[4] endpts.com
[3] childrenshealthdefense.org
[2] reuters.com
[2] fdanews.com
[1] forumotion.com
[1] bloomberglaw.com
[1] medpagetoday.com
[1] icandecide.org

Top Domains in Tweet in G9:
[7] covid.gov
[5] nih.gov
[3] twitter.com
[2] globalcitizen.org
[2] uni.cf
[2] usa.gov
[1] worldbank.org
[1] whitehouse.gov
[1] palmbeachpost.com
[1] commondreams.org

Top Domains in Tweet in G10:
[6] youtube.com
[4] latinus.us
[4] twitter.com
[3] cdc.gov
[1] nejm.org
[1] vaccines.gov
[1] ivaccinate.org
[1] wlrn.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[800] covid_19
[440] covid19
[160] covid
[158] bolsonaroday
[109] 44650
[97] 44651
[79] 麻酔科
[79] 呼吸管理
[50] coronavirus
[46] gnbcapital



Top Hashtags in Tweet in G1:
[136] covid_19
[87] covid19
[57] covid
[39] gnbcapital
[29] 3/30/2022 12:00:00 AM
[28] gnbdtiuna
[25] puebloenunidad
[22] coronavirus
[13] bolsonaromentiroso
[12] china

Top Hashtags in Tweet in G2:
[22] 1abr
[21] covid_19
[21] 3/30/2022 12:00:00 AM
[21] jornadadevacunación
[20] 3/31/2022 12:00:00 AM
[19] gaes52anzoategui
[18] gnbconas
[18] sistemapatria
[13] entérate
[12] prevencion

Top Hashtags in Tweet in G3:
[122] bolsonaroday

Top Hashtags in Tweet in G4:
[47] covid_19
[28] russianukrainianwar
[16] elysee
[13] france
[9] presidentielle2022
[8] medias
[8] etat
[8] gouvernement
[8] macron
[8] macron2022

Top Hashtags in Tweet in G5:
[23] covid19
[12] covid_19
[5] airpollution
[3] globalink
[3] ba2
[3] nhs
[2] covid
[1] toriesunfittogovern
[1] longcovid
[1] saveournhs

Top Hashtags in Tweet in G6:
[48] covid19
[10] ons
[5] covidisnotover
[3] covid_19
[2] torytraitors
[1] covidinquirynow
[1] walkthewall
[1] katiepersinger
[1] auspol
[1] boristheliar

Top Hashtags in Tweet in G7:
[8] covid_19
[5] covid19
[3] teamtoronto
[3] vaxandride
[2] airborne
[2] medtwitter
[2] meded
[2] mednews
[1] coronaviruspandemic
[1] covidisntover

Top Hashtags in Tweet in G9:
[6] wallet
[6] imflive
[4] education
[3] nihresearchmatters
[2] endthepandemic
[2] learning
[1] foreverychild
[1] longcovid
[1] rendezverse
[1] savetheworld

Top Hashtags in Tweet in G10:
[11] covid19
[4] covid_19
[3] ivermectina
[2] culture21
[1] coronavirus
[1] latinus
[1] informaciónparati
[1] parenting
[1] adolescents
[1] students

Top Words
Top Words in Tweet in Entire Graph:
[6446] covid
[6131] 19
[800] #covid_19
[516] people
[436] #covid19
[424] 2022
[420] pandemic
[340] contra
[332] more
[328] vaccine

Top Words in Tweet in G1:
[1237] covid
[1228] 19
[136] #covid_19
[88] 2022
[88] pandemic
[83] #covid19
[75] more
[69] people
[66] vaccine
[61] health

Top Words in Tweet in G2:
[180] 19
[174] covid
[63] contra
[39] vtvcanal8
[35] contagios
[34] prevención
[32] debemos
[31] recuerda
[31] venezuela
[29] día

Top Words in Tweet in G3:
[122] #bolsonaroday
[122] 0h00
[122] começamos
[122] nossas
[122] homenagens
[122] nesse
[122] 1º
[122] abril
[122] relembrando
[122] maiores

Top Words in Tweet in G4:
[47] #covid_19
[39] covid
[39] 19
[35] ses
[31] était
[29] verity_france
[29] mais
[29] grand
[28] andrebercoff
[28] #russianukrainianwar

Top Words in Tweet in G5:
[73] covid
[70] 19
[38] people
[37] uk
[34] week
[32] march
[31] skynews
[31] record
[31] 26
[27] million

Top Words in Tweet in G6:
[89] covid
[82] people
[66] 19
[63] testing
[55] positive
[51] 2022
[48] #covid19
[48] week
[46] march
[45] england

Top Words in Tweet in G7:
[82] covid
[80] 19
[36] know
[32] ontario
[32] wave
[32] right
[31] amitaryamd
[31] retweet
[31] someone
[28] cp24

Top Words in Tweet in G8:
[10] covid
[8] society
[7] robertkennedyjr
[6] 19
[4] exclusive
[4] interview
[4] defender
[4] richard
[4] sprague
[4] wife

Top Words in Tweet in G9:
[81] 19
[80] covid
[48] potus
[42] free
[31] america
[26] critical
[23] fight
[20] funding
[20] boosters
[20] level

Top Words in Tweet in G10:
[83] covid
[82] 19
[34] doctormacias
[28] vacuna
[28] contra
[23] mes
[23] cofepris
[23] aprobó
[23] menores
[23] 11

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5855] covid,19
[266] contra,covid
[213] 19,pandemic
[170] positive,covid
[161] 1º,abril
[157] começamos,nossas
[157] nossas,homenagens
[157] homenagens,nesse
[157] nesse,1º
[157] abril,relembrando

Top Word Pairs in Tweet in G1:
[1164] covid,19
[54] 19,pandemic
[41] contra,covid
[41] 19,vaccine
[40] medidas,bioseguridad
[38] #covid,19
[28] combatir,covid
[27] invita,cumplir
[27] cumplir,medidas
[27] bioseguridad,combatir

Top Word Pairs in Tweet in G2:
[174] covid,19
[60] contra,covid
[31] 19,venezuela
[26] síndrome,respiratorio
[26] respiratorio,agudo
[26] agudo,severo
[26] severo,causado
[26] causado,covid
[26] 19,debemos
[26] debemos,usar

Top Word Pairs in Tweet in G3:
[122] #bolsonaroday,0h00
[122] 0h00,começamos
[122] começamos,nossas
[122] nossas,homenagens
[122] homenagens,nesse
[122] nesse,1º
[122] 1º,abril
[122] abril,relembrando
[122] relembrando,maiores
[122] maiores,clássicos

Top Word Pairs in Tweet in G4:
[39] covid,19
[28] #russianukrainianwar,estompe
[28] estompe,mais
[28] mais,laissera
[28] laissera,sacrées
[28] sacrées,traces
[28] traces,était
[28] était,grand
[28] grand,temps
[28] temps,#covid_19

Top Word Pairs in Tweet in G5:
[70] covid,19
[31] people,uk
[31] 26,march
[24] 19,record
[24] record,million
[24] million,people
[24] uk,coronavirus
[24] coronavirus,week
[24] week,26
[24] march,ons

Top Word Pairs in Tweet in G6:
[62] covid,19
[51] testing,positive
[45] week,ending
[42] positive,#covid19
[41] march,2022
[38] people,testing
[38] ending,26
[37] 26,march
[35] #covid19,increased
[31] estimated,number

Top Word Pairs in Tweet in G7:
[80] covid,19
[31] retweet,know
[31] know,someone
[31] someone,covid
[31] 19,right
[30] amitaryamd,retweet
[23] wave,covid
[23] science,table
[22] ontario,6th
[22] 6th,wave

Top Word Pairs in Tweet in G8:
[6] covid,19
[4] exclusive,interview
[4] interview,defender
[4] defender,richard
[4] richard,sprague
[4] sprague,wife
[4] wife,jennifer
[4] jennifer,developed
[4] developed,creutzfeldt
[4] creutzfeldt,jakob

Top Word Pairs in Tweet in G9:
[80] covid,19
[18] ve,reached
[18] reached,critical
[18] critical,turning
[18] turning,point
[18] point,fight
[18] fight,congress
[18] congress,provide
[18] provide,funding
[18] funding,america

Top Word Pairs in Tweet in G10:
[82] covid,19
[23] mes,cofepris
[23] cofepris,aprobó
[23] menores,11
[22] doctormacias,covid
[19] contra,covid
[17] 19,menores
[15] vacuna,pfizer
[14] aprobó,uso
[14] uso,emergencia

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@cryptozyte_news
@bambam1a
@ansaryousafpak
@karl_lauterbach
@nft_enthusiasts
@oryamaqbooljan
@amirmateen2
@azharlaghari_
@wilsonkeiiti

Top Replied-To in G2:
@dcabellor
@vicevenezuela

Top Replied-To in G4:
@chriscottonstat
@patriotescreuse
@rollo99619011
@costeslioneler
@fxmoronval
@marc_doyer
@jeanrobinmedia
@dlfparis16
@romaindoyer
@docamine_

Top Replied-To in G5:
@erictopol
@dwm4000
@staringatclouds
@alex_stafford
@skynews
@grizedale88
@bonobeau2
@independent

Top Replied-To in G6:
@adaptive_ape
@pennylane1357
@danielgoyal

Top Replied-To in G7:
@amitaryamd
@profitmaker_x
@canuckrandom

Top Replied-To in G8:
@castelinojenny
@atinka_k
@notsolittleold1
@anymous84861064
@top_muppetries
@rolo_tamasi
@zaynjaffer

Top Replied-To in G9:
@potus
@whitehouse
@ustreasury
@vp
@secondgentleman

Top Mentioned
Top Mentioned in Entire Graph:
@desmentindobozo
@inakanojyoi
@schmittnyc
@redspinofficial
@bts_twt
@newsbfm
@blemontd
@diazcanelb
@qn3ffdewuzoh6au
@potus

Top Mentioned in G1:
@vapee
@vhstodvdwales
@amendment1brand
@david97gonda
@tjamesnd
@josephyoiko
@nanbiosis
@futurasante

Top Mentioned in G2:
@vtvcanal8
@mippcivzla
@iaim_ve
@nicolasmaduro
@somosrmnoticias
@carnetdlapatria
@isamarvnzla
@_laavanzadora
@52_gaes
@2docmdtegaes52

Top Mentioned in G3:
@desmentindobozo

Top Mentioned in G4:
@verity_france
@andrebercoff
@emmanuelmacron
@marc_doyer
@jlperrault
@chriscottonstat
@jlmelenchon
@romaindoyer
@lucmmontagnier
@gouvernementfr

Top Mentioned in G5:
@skynews
@nejm
@xhnews
@flahault
@bbcnews
@mailonline
@rohrer_bruno
@le___doc
@drleanawen
@wef

Top Mentioned in G6:
@ons
@charles83230639
@joepajak
@jujuliagrace
@dianehain
@ride4truth
@everydoctoruk
@andrewgregory
@greenpartymolly
@cactus_woman

Top Mentioned in G7:
@amitaryamd
@cp24
@fordnation
@drvivians
@celliott
@ctvtoronto
@janemcarthur11
@drkateto
@celliottability
@cityoftoronto

Top Mentioned in G8:
@robertkennedyjr
@anymous84861064
@mcfunny
@agoldsmithesq
@factode305
@kathmarval
@childrenshd
@judysimpson222
@ghoppe
@takethatct

Top Mentioned in G9:
@potus
@joebiden
@unicef
@senwarren
@whitehouse
@berniesanders
@mls_dave
@nih
@worldbank
@unesco

Top Mentioned in G10:
@doctormacias
@lximenezfyvie
@cofepris
@drchavezdiaz
@cdcgov
@oturisk
@latinus_us
@youtube
@gobcdmx
@arelipaz

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@ja8yum
@tomthunkitsmind
@ptjasamarga
@kompascom
@repartodigital
@infotextual
@lacronologia

Top Tweeters in G1:
@la_patilla
@tomthunkitsmind
@ptjasamarga
@kompascom
@infotextual
@lacronologia
@datos365
@sumariuminfo
@postematico
@infolecturas

Top Tweeters in G2:
@vtvcanal8
@candanganoticia
@jcy126kerubin
@mppeducacion
@mippcivzla
@pazyuni0n
@iaim_ve
@mercaloficial
@vicevenezuela
@nicolasmaduro

Top Tweeters in G3:
@henrique_ham
@deisequintilia1
@niaboktruk
@sturmerlizete
@elmerfla1
@cristiana_0212
@fredvianaleite
@rafaelmeneses93
@esequiassantos
@fabribeiro

Top Tweeters in G4:
@costeslioneler
@nausicalibre
@20minutes
@krystyan45
@sarah41659531
@planet211180
@debrouille92
@sudouest
@dlfparis16
@tns15

Top Tweeters in G5:
@independent
@daily_express
@skynews
@bbcnews
@telegraph
@mailonline
@lisalisaw1
@dailymailuk
@monitor_ph
@staringatclouds

Top Tweeters in G6:
@golwgymor
@lillylyle
@guse_guse
@maelysdervenn
@countryskills
@barbvee
@lindahurrell
@teknomagic
@haggewoods
@evelyns51868235

Top Tweeters in G7:
@eco1start
@anik1968
@cp24
@mikeggibbs
@djdynamicnc
@chellyjellybeen
@ctvtoronto
@afiqohyeah
@mmofcan
@meanmrjones

Top Tweeters in G8:
@ladym3033
@rolo_tamasi
@doritmi
@_mamadeb
@gmacvhhh
@monstercoyliar
@takethatct
@mcfunny
@frankdelia7
@breezergalway

Top Tweeters in G9:
@insdatainter
@sallyrmelb
@mrpshropshire
@deb_tiva
@warnockwarrior
@pbpost
@comhealthnurins
@fresamaria
@actufoot_
@edwinjoseph53

Top Tweeters in G10:
@ralphtwentyone
@josemmg93
@laserkasky
@deadrender2
@ortegongora
@gobcdmx
@maurogranja
@claudialepine
@dariomontesdeo4
@arelipaz


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