COVID-19, Twitter, 6/24/2022 7:50:09 AM, 278704


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COVID-19_2022-06-24_00-00-01.xlsx
COVID-19_2022-06-24_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 24, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3yh9Jt9
@apolitiknopass
@stephanieseneff
@jon1968
@verity_france
@sajidjavid
@cdcgov
@martinkulldorff
@5shezz4
@potus
@triciawarner969

Top hashtags:
#covid19
#covid_19
#refuerzatuvacuna
#44735
#44734
#covid
#monkeypox
#prevención

Description:
Description
The graph represents a network of 9,687 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 Friday, 24 June 2022 at 07:19 UTC.

The requested start date was Friday, 24 June 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, 14-minute period from Tuesday, 21 June 2022 at 12:03 UTC to Thursday, 23 June 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 : 9687
Unique Edges : 5170
Edges With Duplicates : 12007
Total Edges : 17177
Number of Edge Types : 5
Retweet : 5418
MentionsInRetweet : 6374
Tweet : 2726
Replies to : 489
Mentions : 2170
Self-Loops : 2792
Reciprocated Vertex Pair Ratio : 0.00730276547348258
Reciprocated Edge Ratio : 0.0144996434513905
Connected Components : 2642
Single-Vertex Connected Components : 1098
Maximum Vertices in a Connected Component : 1294
Maximum Edges in a Connected Component : 2715
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.331489
Graph Density : 8.96744544464749E-05
Modularity : 0.54832
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,687 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 Friday, 24 June 2022 at 07:19 UTC.

The requested start date was Friday, 24 June 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, 14-minute period from Tuesday, 21 June 2022 at 12:03 UTC to Thursday, 23 June 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:
[23] https://www.journaldemontreal.com/2022/06/22/le-veritable-portrait-de-la-covid-19-au-quebec
[17] https://legalinsurrection.com/2022/06/im-an-md-suspended-by-twitter-for-tweeting-a-link-to-a-scientific-article-on-covid-19-vaccine-lowering-sperm-counts/
[16] https://time.com/6186459/t-cell-testing-covid-19/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=170144379
[14] https://www.zerohedge.com/covid-19/who-tedros-privately-admits-lab-leak-most-likely-explanation-covid-19
[13] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4125239
[12] https://www.straitstimes.com/asia/east-asia/beijing-kids-must-take-a-pcr-covid-19-test-to-play-in-the-park
[12] https://rumble.com/v197mj7-eua-amendment-request-for-pfizer-biontech-covid-19-vaccine-for-children.html
[11] https://venezuela-news.com/dia-829-pandemia-venezuela-71-nuevos-casos-ningun-fallecido-covid-19/
[11] https://www.change.org/p/provide-mental-health-group-support-for-covid-19-survivors?recruiter=1859714&recruited_by_id=69381640-c1ad-012f-087e-4040b09128dc&utm_source=share_petition&utm_medium=copylink&utm_campaign=petition_dashboard
[11] https://infodujour.fr/sante/58524-covid-19-les-effets-secondaires-camoufles

Top URLs in Tweet in G1:
[8] https://selondonccg.nhs.uk/walk-in
[7] https://www.bloomberg.com/tosv2.html?vid=&uuid=5b8ab8a3-f225-11ec-83c0-71696a704854&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wNi0yMC9jaGluYS1vdXRicmVha3Mtc2hpZnQtdG8tc291dGgtd2l0aC1zaGVuemhlbi1tYWNhdS1vbi1hbGVydD9zcm5kPWFzaWEtcG9saXRpY3M=
[6] https://twitter.com/jordanbpeterson/status/1539553955042234368
[6] https://www.greenbaypressgazette.com/story/news/health/2022/06/22/covid-19-vaccine-doses-children-under-5-coming-wisconsin/7687135001/?utm_campaign=snd-autopilot
[4] https://www.zerohedge.com/covid-19/who-tedros-privately-admits-lab-leak-most-likely-explanation-covid-19
[4] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4125239
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=669bff68-f225-11ec-a4fc-597176676741&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wNi0yMC9jaGluYS1vdXRicmVha3Mtc2hpZnQtdG8tc291dGgtd2l0aC1zaGVuemhlbi1tYWNhdS1vbi1hbGVydD9zcm5kPWFzaWEtcG9saXRpY3M=
[4] https://www.foxnews.com/media/educators-respond-to-npr-report-on-covid-19-impact-on-student-development-told-ya-so
[4] https://3eravoz.com/sucesos/venezuela-registra-127-casos-y-una-muerte-por-covid-19/
[4] https://www.wired.com/story/covid-19-data-switch/

Top URLs in Tweet in G2:
[9] https://venezuela-news.com/dia-829-pandemia-venezuela-71-nuevos-casos-ningun-fallecido-covid-19/
[7] https://www.vtv.gob.ve/presidente-retomar-cuidados-covid/
[6] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-contagios/
[5] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-contagios-22062022/
[4] https://www.youtube.com/watch?v=b_iGsptl5y0&feature=youtu.be

[3] http://www.minci.gob.ve/presidente-maduro-llama-a-reforzar-cuidados-ante-repunte-de-casos-de-covid-19/
[2] http://www.psuv.org.ve/temas/noticias/presidente-maduro-insta-a-retomar-cuidados-por-covid-19/
[2] https://bit.ly/3biAq7T
[2] https://twitter.com/capital_gaes/status/1539207191521071106/photo/1
[1] https://rdnoticiasven.net/venezuela-sumo-127-nuevos-contagios-de-covid-19-este-21jun/

Top URLs in Tweet in G3:
[2] https://www.lemonde.fr/planete/article/2022/06/21/covid-19-le-gouvernement-appelle-a-accelerer-la-cadence-du-deuxieme-rappel-vaccinal-face-a-la-reprise-de-l-epidemie_6131404_3244.html
[2] https://www.tf1info.fr/politique/covid-19-le-pass-vaccinal-va-t-il-vraiment-disparaitre-le-31-juillet-2022-2224013.html?utm_medium=Social&utm_source=Twitter&Echobox=1655915561#xtor=CS5-113
[2] https://www.amazon.fr/scandale-Ivermectine-Comment-pourquoi-lanti-covid-19/dp/2368452915
[2] https://www.amazon.fr/scandale-Ivermectine-Comment-pourquoi-lanti-covid-19-ebook/dp/B09HSD1V3S
[2] https://infodujour.fr/sante/58524-covid-19-les-effets-secondaires-camoufles
[1] https://www.youtube.com/watch?v=iSm97cS7REk

[1] https://www.estrepublicain.fr/culture-loisirs/2022/06/22/je-ne-suis-pas-un-anti-vax-benoit-akpemado-medecin-de-remiremont-suspendu-car-non-vaccine-sort-un-livre
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/video-covid-19-la-c-est-tres-clairement-une-reprise-epidemique-affirme-l-infectiologue-anne-claude-cremieux_5213800.html
[1] https://qg.media/blog/laurent-mucchielli/pourquoi-loffice-parlementaire-qui-enquete-sur-les-effets-secondaires-des-vaccins-covid-ne-rend-il-pas-publics-tous-ses-debats/
[1] https://papers-ssrn-com.translate.goog/sol3/papers.cfm?abstract_id=4125239&_x_tr_sl=ja&_x_tr_tl=fr&_x_tr_hl=fr&_x_tr_pto=wapp

Top URLs in Tweet in G4:
[5] https://twitter.com/i/broadcasts/1YpKkZNMVYZxj
[4] https://www.wfp.org/news/cabo-verde-faces-record-breaking-levels-food-insecurity-result-drought-covid-19-and-crisis
[3] https://www.usaid.gov/news-information/press-releases/jun-20-2022-usaid-rolls-out-us-government-facilitated-pediatric-covid-19
[1] https://www.wptv.com/coronavirus/desantis-reverses-course-allows-florida-pediatricians-to-pre-order-covid-19-vaccine-for-children-under-5
[1] https://www.whitehouse.gov/briefing-room/statements-releases/2022/06/18/statement-by-president-biden-on-the-first-covid-19-vaccines-for-kids-under-5/
[1] https://www.abc10.com/article/news/health/coronavirus/vaccine/guns-beer-and-trucks-are-being-offered-as-incentives-for-people-to-get-a-covid-19-vaccine/536-c8f5e10f-3fc1-4daf-9af0-44c766575f93
[1] https://cnn.it/3tSveOh
[1] https://www.path.org/programs/market-dynamics/improving-oxygen-delivery-country-progress-time-covid-19/
[1] https://www.youtube.com/watch?v=aru-TiYqE_8

[1] http://usaid.link/yuv

Top URLs in Tweet in G6:
[6] https://legalinsurrection.com/2022/06/im-an-md-suspended-by-twitter-for-tweeting-a-link-to-a-scientific-article-on-covid-19-vaccine-lowering-sperm-counts/
[3] https://www.statnews.com/2020/05/19/vaccine-experts-say-moderna-didnt-produce-data-critical-to-assessing-covid-19-vaccine/
[1] https://www.theepochtimes.com/vaccination-increases-risk-of-covid-19-but-infection-without-vaccination-gives-immunity-study_4544042.html
[1] https://findothers.com/campaign/families-fighting-for-a-uk-bespoke-compensation-sc
[1] https://www.theepochtimes.com/costs-of-covid-19-lockdowns-outweighed-the-benefits-multiple-times-expert_4539407.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://twitter.com/gbnews/status/1539698437238788101
[1] https://expose-news.com/2022/06/23/w-h-o-study-risks-outweigh-benefits-covid-vaccination/
[1] https://brandnewtube.com/watch/my8OAMUiZ9Kah9T
[1] https://www.europeanpharmaceuticalreview.com/news/172574/moderna-uk-mrna-innovation-technology-centre/
[1] https://www.theepochtimes.com/vaccination-increases-risk-of-covid-19-but-infection-without-vaccination-gives-immunity-study_4544042.html?utm_source=ref_share&utm_campaign=tw&rs=SHRDZQFVN

Top URLs in Tweet in G7:
[5] https://trib.al/85loSXC
[3] https://www.urgencyofnormal.com/
[3] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2022/juni/antalet-bekraftade-fall-av-covid-19-fortsatter-att-oka-i-sverige/
[3] https://www.theepochtimes.com/vaccination-increases-risk-of-covid-19-but-infection-without-vaccination-gives-immunity-study_4544042.html?utm_source=Morningbrief&utm_campaign=mb-2022-06-22&utm_medium=email&est=JpVtP%2B%2F%2Fj6oIG78FC3IzKt5Rv7KKmGIrJ5Y%2B9rrsNN1dlorQHPRbQL%2BXjSOJtYAxL6DCgg%3D%3D
[2] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2022/juni/nya-scenarier-tyder-pa-att-spridningen-av-covid-19-kan-oka/
[2] https://www.cdc.gov/media/releases/2022/s0618-children-vaccine.html
[2] https://www.news-medical.net/news/20220622/Deaths-due-to-fungal-infections-during-the-COVID-19-pandemic-in-the-US.aspx
[2] https://www.cdc.gov/vaccines/covid-19/downloads/COVID-19-vacc-schedule-at-a-glance-508.pdf
[1] https://elamerican.com/biden-pulls-repeatedly-at-mask-while-at-covid-19-vaccination-clinic-wrongly-identifies-official-he-says-runs-the-cdc/
[1] https://legalinsurrection.com/2022/06/im-an-md-suspended-by-twitter-for-tweeting-a-link-to-a-scientific-article-on-covid-19-vaccine-lowering-sperm-counts/

Top URLs in Tweet in G8:
[1] https://www.msn.com/en-au/money/markets/one-and-done-moderna-could-make-combined-covid-19-flu-jab-in-melbourne/ar-AAYFXKo?ocid=msedgntphdr&cvid=5a5edfe40725478eafda554db4c1f056
[1] https://www.servicesaustralia.gov.au/text-message-scam-for-free-covid-19-test-kit
[1] https://data.unicef.org/topic/child-survival/covid-19/
[1] https://www.servicesaustralia.gov.au/deceased-covid-19-vaccine-recipient-payments-and-funeral-costs-you-can-claim-through-covid-19?context=55953

Top URLs in Tweet in G10:
[1] https://www.researchsquare.com/article/rs-1749502/v1
[1] https://www.advisory.com/daily-briefing/2021/07/27/summer-cold
[1] https://www.fda.gov/news-events/press-announcements/la-fda-aprueba-la-primera-vacuna-contra-el-covid-19
[1] https://theconversation.com/como-es-posible-que-la-mayoria-de-hospitalizados-por-covid-19-sean-personas-vacunadas-164825
[1] https://twitter.com/josemjg/status/1474378368728584194
[1] https://www.reuters.com/world/europe/france-is-facing-new-covid-19-wave-french-vaccination-chief-2022-06-22/

Top Domains
Top Domains in Tweet in Entire Graph:
[186] twitter.com
[76] com.br
[41] theepochtimes.com
[40] youtube.com
[37] co.uk
[33] bit.ly
[29] reuters.com
[27] nhs.uk
[26] time.com
[26] gob.ve

Top Domains in Tweet in G1:
[61] twitter.com
[53] com.br
[17] nhs.uk
[13] theepochtimes.com
[11] bloomberg.com
[8] co.uk
[8] com.mx
[8] youtube.com
[7] gov.uk
[7] co.za

Top Domains in Tweet in G2:
[22] gob.ve
[10] venezuela-news.com
[7] twitter.com
[6] youtube.com
[3] bit.ly
[2] com.ve
[2] org.ve
[1] rdnoticiasven.net
[1] dailymotion.com

Top Domains in Tweet in G3:
[4] amazon.fr
[2] lemonde.fr
[2] tf1info.fr
[2] translate.goog
[2] nexus.fr
[2] lemediaen442.fr
[2] infodujour.fr
[1] youtube.com
[1] estrepublicain.fr
[1] francetvinfo.fr

Top Domains in Tweet in G4:
[6] twitter.com
[4] wfp.org
[3] usaid.gov
[1] wptv.com
[1] whitehouse.gov
[1] abc10.com
[1] cnn.it
[1] path.org
[1] youtube.com
[1] usaid.link

Top Domains in Tweet in G6:
[9] theepochtimes.com
[6] legalinsurrection.com
[3] statnews.com
[1] findothers.com
[1] twitter.com
[1] expose-news.com
[1] brandnewtube.com
[1] europeanpharmaceuticalreview.com
[1] phnompenhpost.com
[1] geni.us

Top Domains in Tweet in G7:
[11] cdc.gov
[5] folkhalsomyndigheten.se
[5] trib.al
[3] urgencyofnormal.com
[3] theepochtimes.com
[2] news-medical.net
[1] elamerican.com
[1] legalinsurrection.com
[1] yahoo.com
[1] beckernews.com

Top Domains in Tweet in G8:
[2] gov.au
[1] msn.com
[1] unicef.org

Top Domains in Tweet in G10:
[1] researchsquare.com
[1] advisory.com
[1] fda.gov
[1] theconversation.com
[1] twitter.com
[1] reuters.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[291] covid19
[259] covid_19
[176] refuerzatuvacuna
[103] 44735
[88] 44734
[85] covid
[73] monkeypox
[70] prevención
[67] centinelaspermanentes
[65] preveniressalud



Top Hashtags in Tweet in G1:
[73] covid19
[35] covid
[22] covid_19
[11] coronavirus
[10] covidvaccine
[9] news
[7] drli·mengyan1
[7] refuerzatuvacuna
[6] health
[6] monkeypox

Top Hashtags in Tweet in G2:
[151] refuerzatuvacuna
[127] covid_19
[90] 6/23/2022 12:00:00 AM
[70] prevención
[65] preveniressalud
[63] 6/22/2022 12:00:00 AM
[63] centinelaspermanentes
[51] valelapenacuidarse
[32] envideo
[27] táchira

Top Hashtags in Tweet in G3:
[26] covid_19
[20] covidー19
[2] assembléenationale
[2] senat
[1] ensemblepourleslibertés
[1] soignantssuspendus

Top Hashtags in Tweet in G4:
[5] covid19
[4] caboverde
[4] covax
[3] imarishajamii
[2] actogether
[1] 2a
[1] guncontrol
[1] gunlaws
[1] fjb
[1] guns

Top Hashtags in Tweet in G6:
[9] lockdowns
[1] vaccines
[1] biopharma
[1] wewilltelltheirstories
[1] flccc
[1] griefsupport
[1] immunizeunder5s

Top Hashtags in Tweet in G7:
[14] covid19
[3] urgencyofnormal
[3] covid
[1] covaxin4kids
[1] covaxin
[1] vaccineswork
[1] betheherd
[1] sleevesup
[1] pediatrics
[1] coronavirus

Top Hashtags in Tweet in G8:
[1] covid19
[1] cdic2022
[1] data
[1] longcovid
[1] scam

Top Hashtags in Tweet in G10:
[1] longcovid

Top Words
Top Words in Tweet in Entire Graph:
[6825] covid
[6403] 19
[469] vaccine
[415] pandemic
[414] more
[407] vaccines
[390] contra
[353] casos
[347] children
[312] risk

Top Words in Tweet in G1:
[1103] covid
[1080] 19
[83] vaccine
[73] #covid19
[66] cases
[63] 2022
[54] casos
[52] pandemic
[50] health
[46] more

Top Words in Tweet in G2:
[391] covid
[391] 19
[151] #refuerzatuvacuna
[147] contra
[141] medidas
[131] casos
[129] venezuela
[127] #covid_19
[116] nuevos
[105] evitar

Top Words in Tweet in G3:
[155] covid
[148] 19
[77] européen
[67] non
[63] prolongation
[63] certificat
[52] verity_france
[48] professionnels
[46] contre
[43] suis

Top Words in Tweet in G4:
[134] covid
[131] 19
[106] potus
[101] vaccines
[92] kids
[85] effective
[84] states
[84] safe
[83] united
[79] world

Top Words in Tweet in G5:
[128] covid
[128] 19
[127] dorothy1parker
[127] pandemic
[126] inflation
[126] biden's
[126] fault
[126] trump's
[2] response

Top Words in Tweet in G6:
[91] covid
[55] 19
[51] sajidjavid
[43] kathyconwom
[43] vaccines
[35] yesterday
[35] bbc
[35] saved
[35] millions
[35] lives

Top Words in Tweet in G7:
[89] covid
[84] 19
[39] children
[23] cdc
[23] guidelines
[22] continue
[22] cdcdirector
[21] parents
[21] group
[20] school

Top Words in Tweet in G8:
[24] covid
[23] 19
[12] aged
[12] years
[12] ba
[8] 11
[8] doses
[6] nswhealth
[6] expected
[6] omicron

Top Words in Tweet in G9:
[204] sa
[204] billion
[105] covid
[104] 19
[102] gerrycacanindin
[102] salamat
[102] 13
[102] trillion
[102] utang
[102] higit

Top Words in Tweet in G10:
[70] reinfection
[50] covid
[36] compared
[36] those
[36] first
[36] infection
[36] led
[35] yaneerbaryam
[34] extremely
[34] important

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6244] covid,19
[311] 19,vaccine
[304] 19,pandemic
[291] contra,covid
[229] 19,vaccines
[126] inflation,biden's
[126] biden's,fault
[126] fault,covid
[126] pandemic,trump's
[125] dorothy1parker,inflation

Top Word Pairs in Tweet in G1:
[1035] covid,19
[55] 19,vaccine
[42] 19,pandemic
[33] contra,covid
[26] 19,cases
[24] 19,vaccines
[23] #covid,19
[19] casos,covid
[18] pandemi,covid
[16] 19,vaccination

Top Word Pairs in Tweet in G2:
[391] covid,19
[97] contra,covid
[88] 19,venezuela
[79] medidas,bioseguridad
[79] métodos,preventivos
[75] uso,adecuado
[75] adecuado,mascarilla
[75] gbluisrosalesm,#covid_19
[72] nuevos,casos
[62] mascarilla,indica

Top Word Pairs in Tweet in G3:
[148] covid,19
[63] prolongation,certificat
[45] contre,covid
[41] nancy,suis
[41] suis,anti
[41] anti,vax
[41] vax,médecin
[41] médecin,suspendu
[41] suspendu,car
[41] car,non

Top Word Pairs in Tweet in G4:
[131] covid,19
[84] safe,effective
[83] united,states
[83] 19,vaccines
[76] vaccines,kids
[73] folks,united
[73] states,became
[73] became,first
[73] first,country
[73] country,world

Top Word Pairs in Tweet in G5:
[128] covid,19
[127] 19,pandemic
[126] inflation,biden's
[126] biden's,fault
[126] fault,covid
[126] pandemic,trump's
[125] dorothy1parker,inflation

Top Word Pairs in Tweet in G6:
[55] covid,19
[35] sajidjavid,yesterday
[35] yesterday,bbc
[35] bbc,covid
[35] covid,vaccines
[35] vaccines,saved
[35] saved,millions
[35] millions,lives
[35] lives,justify
[35] justify,moderna

Top Word Pairs in Tweet in G7:
[84] covid,19
[21] guidelines,continue
[19] cdc,covid
[19] continue,cause
[19] cause,significant
[19] significant,disruption
[19] disruption,children
[19] children,education
[19] education,working
[19] working,parents

Top Word Pairs in Tweet in G8:
[23] covid,19
[8] aged,11
[8] 11,years
[8] years,doses
[6] expected,covid
[6] 19,omicron
[6] omicron,sub
[6] sub,lineages
[6] lineages,ba
[6] ba,ba

Top Word Pairs in Tweet in G9:
[104] covid,19
[102] salamat,sa
[102] sa,13
[102] 13,trillion
[102] trillion,utang
[102] utang,higit
[102] higit,69
[102] 69,000
[102] 000,namatay
[102] namatay,dahil

Top Word Pairs in Tweet in G10:
[36] compared,those
[36] those,first
[36] first,infection
[36] infection,reinfection
[36] reinfection,led
[34] extremely,important
[34] important,paper
[34] paper,outcomes
[34] outcomes,covid
[34] covid,reinfection

Top Replied-To
Top Replied-To in Entire Graph:
@mippcivzla
@jordanbpeterson
@sajidjavid
@ronfilipkowski
@michel_viot
@potus
@megaphonically
@borgerpieter
@vibezyrblx
@rubinreport

Top Replied-To in G2:
@mippcivzla
@eloycordero2
@exxtika
@anagpinto1
@isabela10419776
@nellypsuvya
@gbluisrosalesm

Top Replied-To in G3:
@michel_viot
@lucymantiz
@sgdt74
@lovornross

Top Replied-To in G4:
@potus
@vp
@msginger_long

Top Replied-To in G5:
@dorothy1parker
@rosskarrtoon

Top Replied-To in G6:
@sajidjavid
@kathyconwom
@twitterindia
@lynne_boardman
@the_dog_sees
@elonmusk
@richard68815513
@ed_achorn
@drelidavid
@keithmalinak

Top Replied-To in G7:
@cdcdirector
@raynard_w
@mollygrantham
@narnhart
@jazzdeeapple
@cdcgov
@boyadjiantro

Top Replied-To in G8:
@mpc_xetts
@jaxie_b8
@artyshouse

Top Replied-To in G9:
@iansmit93455334

Top Replied-To in G10:
@meetjess
@joseplluismg
@sgibsonneve
@esteban_____

Top Mentioned
Top Mentioned in Entire Graph:
@dorothy1parker
@potus
@gerrycacanindin
@imrankhanpti
@nicolasmaduro
@gbluisrosalesm
@gfiuza_oficial
@gnb_tachira
@vtvcanal8
@nicd_sa

Top Mentioned in G1:
@2minmed
@zanupf_patriots
@legalfin
@fabienprevots
@_j_02047
@7424h
@radiopaulina
@yuliastuti8721
@sixandlaura
@christopwfisher

Top Mentioned in G2:
@nicolasmaduro
@gbluisrosalesm
@gnb_tachira
@vtvcanal8
@mippcivzla
@lavozdelsur_1
@laindiadigital
@josev
@eloycordero2
@gnbgarantedepaz

Top Mentioned in G3:
@verity_france
@michelerivasi
@senat
@europarl_fr
@europarl_be
@amine_umlil
@martinewonner
@chriscottonstat
@_2019_ncov

Top Mentioned in G4:
@potus
@remembermeyeah
@secblinken
@usaid
@euinkenya
@akf_ea
@wfp_wafrica
@cnn
@actaccelerator
@statedept

Top Mentioned in G5:
@dorothy1parker

Top Mentioned in G6:
@sajidjavid
@kathyconwom
@epochtimes
@moderna_tx
@wajacobson
@elonmusk
@leannetomlin10
@alexam25856
@jeffreyatucker
@pike15071964

Top Mentioned in G7:
@cdcdirector
@martymakary
@vprasadmdmph
@ashishkjha46
@randpaul
@drlucymcbride
@urgencyofnormal
@cdcgov
@foxnews
@folkhalsomynd

Top Mentioned in G8:
@nswhealth
@acthealth
@lazlowoodbine42
@qldhealth
@aihw
@_phaa_
@ausgov
@mygovau
@potus
@crabb_vicki

Top Mentioned in G9:
@gerrycacanindin
@joaniecatolico

Top Mentioned in G10:
@yaneerbaryam
@christianperez
@meetjess
@lauramiers
@jessicalexicus
@romsanra
@pi_tres14
@leklaial
@capitaneajose
@manolotabaiba1

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@contrapuntovzla
@ptjasamarga
@grandesmedios
@yoshiki7111
@detikcom
@okezonenews
@republikaonline
@andyvermaut
@georgekurianinc

Top Tweeters in G1:
@contrapuntovzla
@ptjasamarga
@grandesmedios
@yoshiki7111
@okezonenews
@republikaonline
@andyvermaut
@tuitreportes
@stigmabaseu
@poandpo

Top Tweeters in G2:
@vtvcanal8
@laradiodelsur
@partidopsuv
@joserafaelbenc2
@lrrc2020
@jcy126kerubin
@nellypsuvya
@prc2021
@alexisbravo67
@mireyave

Top Tweeters in G3:
@planet211180
@g0rille
@alain_83740
@veniseviolette
@nanou75bis
@saraart4
@diab0l029
@petitoursonnes
@007dijon
@daniesteimer

Top Tweeters in G4:
@sabulosaa
@ronsupportsyou
@whitecrow43
@eplnewssoccer
@cnn
@lochnerwalter
@mariamisilewich
@rogerknisely
@puppysuit
@arvindkaul9

Top Tweeters in G5:
@elyse4design
@mcassara143
@gri1161
@georgia17753006
@tekstol
@1947granny
@helenartacho
@billtruthfinder
@eleritudor
@toosje191

Top Tweeters in G6:
@sheelaghg
@pjpaton
@cole_davesc66
@loreign83
@epochtimes
@cadiedorange172
@davidebrady
@9casey99
@jan85429176
@9633tm

Top Tweeters in G7:
@foxnews
@maxamaxim
@gate_15_analyst
@kandieg19652000
@skatiq3
@obundwie
@foxnewsradio
@avatans
@jazzdeeapple
@dlg30019

Top Tweeters in G8:
@doritmi
@srb1970rita
@_mamadeb
@monstercoyliar
@takethatct
@mcfunny
@frankdelia7
@wendyorent
@chvntelv
@artyshouse

Top Tweeters in G9:
@_kurbasizzle
@1abuazzam
@mrsgaemhyuk
@miho_reynali
@wastelandvmin
@brujadeldemonio
@pilyosidada
@ikimseeyouu
@mrthhrnndz
@mylilaheart

Top Tweeters in G10:
@sandi89701936
@vinnyeng
@highbrow_nobrow
@abigailstern1
@gbosabiaspin
@lauramiers
@patjdp
@nopanaden
@lebruceditscher
@ornwen