COVID, Twitter, 7/7/2022 6:47:54 PM, 279141


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COVID_2022-07-07_02-12-33.xlsx
COVID_2022-07-07_02-12-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2022
Short Description:
COVID via NodeXL https://bit.ly/3nMgjSk
@drericding
@marietattersall
@cdcgov
@kit_yates_maths
@tracybethhoeg
@joegrowling
@yash25571056
@inabster
@dave2307
@zchagla

Top hashtags:
#covid
#covid19
#covid_19
#cuba
#longcovid
#pfizer
#corona
#covidisnotover
#braun

Description:
Description
The graph represents a network of 11,339 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 July 2022 at 09:29 UTC.

The requested start date was Thursday, 07 July 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, 3-minute period from Monday, 04 July 2022 at 12:16 UTC to Wednesday, 06 July 2022 at 12:19 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 : 11339
Unique Edges : 6442
Edges With Duplicates : 11583
Total Edges : 18025
Number of Edge Types : 5
Retweet : 5191
MentionsInRetweet : 6119
Tweet : 3003
Replies to : 1336
Mentions : 2376
Self-Loops : 3049
Reciprocated Vertex Pair Ratio : 0.00671941042592392
Reciprocated Edge Ratio : 0.0133491226181505
Connected Components : 3179
Single-Vertex Connected Components : 937
Maximum Vertices in a Connected Component : 1517
Maximum Edges in a Connected Component : 3230
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 11.084707
Graph Density : 7.22533112574797E-05
Modularity : 0.579874
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,339 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 July 2022 at 09:29 UTC.

The requested start date was Thursday, 07 July 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, 3-minute period from Monday, 04 July 2022 at 12:16 UTC to Wednesday, 06 July 2022 at 12:19 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
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:
[33] https://www.theguardian.com/world/2022/jun/17/japanese-children-allowed-to-talk-again-over-lunch-as-covid-cases-fall
[31] https://www.voiceforscienceandsolidarity.org/videos-and-interviews/dont-vaccinate-your-children-with-covid-vaccines-ever
[16] https://marktaliano.net/will-the-tragic-fate-of-world-stars-like-celine-dion-and-justin-bieber-open-the-eyes-of-their-fans-impacts-of-covid-19-vaccine-by-dr-nicole-delepine/
[14] https://www.telegraph.co.uk/news/2022/07/05/excess-deaths-rise-not-covid/
[13] https://www.independent.co.uk/news/health/covid-uk-rapid-test-lateral-flow-b2116326.html
[13] https://rumble.com/v1b2iq9-finally-medical-proof-the-covid-jab-is-murder.html
[11] https://www.thedailybeast.com/how-covid-19-could-hit-you-harder-with-each-reinfection
[10] https://www.wsj.com/articles/why-the-rush-for-toddler-vaccines-covid-pandemic-children-fda-pfizer-moderna-medicine-evidence-11656951993
[10] https://www.lemonde.fr/planete/article/2022/07/05/covid-19-les-nouveaux-variants-mettent-en-echec-les-anticorps-monoclonaux_6133419_3244.html
[10] https://torontosun.com/news/national/two-doses-are-no-longer-enough-canadians-required-to-get-covid-shot-every-nine-months?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1656968698

Top URLs in Tweet in G1:
[4] https://www.wired.com/story/ihealth-covid-19-antigen-rapid-test-deal-july-2022/
[3] https://www.lemonde.fr/planete/article/2022/07/05/covid-19-le-grand-flou-de-la-septieme-vague_6133348_3244.html?utm_campaign=Lehuit&utm_medium=Social&utm_source=Twitter
[3] https://www.elobservador.com.uy/nota/juez-intimo-al-gobierno-y-a-pfizer-a-que-presenten-en-48-horas-toda-la-informacion-sobre-las-vacunas-contra-el-covid-19-20227219938
[3] https://www.theguardian.com/australia-news/2022/jul/06/more-australians-to-be-eligible-for-fourth-dose-of-covid-vaccine-as-omicron-infections-rise?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.lapekoranera.it/2022/07/04/covid-costa-evitare-isolamento-e-quarantena-a-positivi-e-asintomatici-numeri-sono-sotto-controllo/
[2] https://tradeforprofit.net/2022/07/changi-airport-saw-8-9m-passengers-in-first-half-aviation-workforce-nears-80-of-pre-covid-levels/
[2] https://theperfectenemy.com/novavaxs-traditional-vaccine-for-covid-19-could-hit-the-u-s-soon-most-unvaccinated-adults-wouldnt-be-swayed/
[2] https://twitter.com/ChandlerMosby/status/1543945080003874816
[2] https://www.aljazeera.com/news/2022/7/5/one-million-set-to-perform-hajj-despite-covid-19-pandemic
[2] https://twitter.com/Tuluhantekeli/status/1544044952837029891

Top URLs in Tweet in G2:
[6] https://lecourrierdesstrateges.fr/2022/07/04/le-mensonge-des-injections-covid-visible-sur-la-carte-de-lallemagne-par-laurent-aventin/
[3] https://www.xavier-bazin.fr/cetait-ecrit-pourquoi-la-vaccination-anti-covid-ne-pouvait-pas-arreter-lepidemie/#sources
[3] https://www.lapresse.ca/covid-19/2022-07-05/six-premiers-mois-de-l-annee/deja-plus-de-morts-qu-en-2021.php?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.wsj.com/articles/why-the-rush-for-toddler-vaccines-covid-pandemic-children-fda-pfizer-moderna-medicine-evidence-11656951993
[2] https://pgibertie.com/2022/03/13/comment-big-pharma-torpilla-une-molecule-qui-pouvait-eviter-sept-deces-covid-sur-dix/
[2] https://m.epochtimes.fr/mise-en-garde-augmentation-cancers-analyse-recente-leucemie-vaccins-covid-2060900.html?utm_source=twitter&utm_medium=sharedFromMember&via=EpochTimesFR
[2] https://www.reuters.com/legal/government/fda-will-not-require-clinical-trial-data-authorize-redesigned-covid-boosters-2022-06-30/
[2] https://planetes360.fr/les-vaccins-ont-augmente-lepidemie-du-covid-professeur-didier-raoult/?feed_id=179529&_unique_id=62c092b347de7
[1] https://brownstone.org/articles/are-the-covid-mrna-vaccines-safe/
[1] https://www-motherjones-com.translate.goog/politics/2021/08/purdue-pharma-american-medical-association-relationship-opioid-crisis-public-health/?_x_tr_sl=auto&_x_tr_tl=fr&_x_tr_hl=en

Top URLs in Tweet in G3:
[3] https://medicalxpress.com/news/2022-05-discovery-mechanism-mysterious-covid-symptoms.html
[1] https://arstechnica.com/science/2022/07/covid-was-the-leading-cause-of-death-in-americans-aged-45-54-in-2021/
[1] https://www.tga.gov.au/media-release/tga-grants-provisional-determinations-pfizer-covid-19-vaccines-target-omicron-variant
[1] https://www.theguardian.com/commentisfree/2022/jul/05/pretending-covid-over-uk-government-virus-risk-public-health-measures
[1] https://medicalxpress.com/news/2022-06-covid-positive-patients-higher-neurodegenerative.html
[1] https://twitter.com/potus/status/1544425045572718592
[1] https://freebeacon.com/democrats/pa-dem-pushed-covid-lockdowns-during-taxpayer-funded-jersey-shore-vacay-records-show/
[1] https://twitter.com/LawrenceDunhill/status/1544215753301184513
[1] https://twitter.com/ansamaha/status/1544087175418916864
[1] https://twitter.com/BinitaKane/status/1538053577863725057

Top URLs in Tweet in G4:
[3] https://www.thestar.com/news/gta/2022/07/05/lower-income-ontarians-died-at-higher-rates-in-the-first-covid-waves-six-waves-in-the-pattern-remains.html
[2] https://www.cp24.com/news/covid-19-summer-wave-is-underway-in-ontario-experts-say-1.5973774
[2] https://www.theglobeandmail.com/world/article-shanghai-and-beijing-order-new-round-of-mass-covid-19-testing-after/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ctvnews.ca/canada/poilievre-marches-with-soldier-protesting-covid-19-mandates-ahead-of-canada-day-1.5970479?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=62be32006dc5730001a4b311&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://calgary.ctvnews.ca/deaths-with-unknown-causes-now-alberta-s-top-killer-province-1.5975536
[1] https://www.cbc.ca/news/canada/toronto/covid-19-ontario-vaccine-4th-dose-booster-1.6506746
[1] https://twitter.com/BobTeskey/status/1542496674131607554?s=20&t=AYRvh8CaA15nzZI_4TzWOg
[1] https://ottawa.ctvnews.ca/ottawa-entering-new-wave-of-covid-19-oph-1.5973836?cid=sm%3Atrueanthem%3Actvottawa%3Atwitterpost&taid=62c42edf3e1ad60001aa4cc6&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://twitter.com/anniegirl1138/status/1544027736804454400
[1] https://globalnews.ca/news/8969986/hajj-2022-saudi-arabia/?utm_medium=Twitter&utm_source=%40globalnews

Top URLs in Tweet in G5:
[3] https://www.nih.gov/news-events/news-releases/covid-19-was-third-leading-cause-death-united-states-both-2020-2021?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.nih.gov/news-events/news-releases/small-nih-study-reveals-how-immune-response-triggered-covid-19-may-damage-brain?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.theguardian.com/world/2022/jul/05/new-covid-variants-ba4-ba5-most-contagious-australia-third-omicron-wave-coronavirus-subvariants-ba-4-5
[2] https://www.medicaldaily.com/long-covid-six-risk-groups-identified-465815
[2] https://www.walesonline.co.uk/news/uk-news/people-urged-wear-masks-again-24389809
[1] https://www.washingtonpost.com/outlook/2022/06/28/long-covid-calculating-risk-masks/
[1] https://www.nih.gov/news-events/news-releases/covid-19-was-third-leading-cause-death-united-states-both-2020-2021
[1] https://twitter.com/Mikethewander1/status/1544481421015896066
[1] https://twitter.com/ECooperAuthor/status/1543692959442358273
[1] https://twitter.com/nessumsarkirneh/status/1544246033131208705

Top URLs in Tweet in G6:
[29] https://www.voiceforscienceandsolidarity.org/videos-and-interviews/dont-vaccinate-your-children-with-covid-vaccines-ever
[2] https://rumble.com/v1atxxt--dr.-david-martin-700-million-are-expected-to-die-from-the-covid-vaccine-by.html
[2] https://datadashboard.health.gov.il/COVID-19/general
[2] https://www.independent.ie/irish-news/health/chief-medical-officer-dr-tony-holohan-backs-plan-to-reduce-covid-tests-and-tracing-41776885.html
[2] https://www.telegraph.co.uk/news/2022/07/05/excess-deaths-rise-not-covid/
[2] https://www.blacklocks.ca/well-never-be-fully-vaxxed/
[2] https://thehill.com/homenews/state-watch/3545611-missouri-state-rep-resigns-after-federal-conviction-for-covid-19-fraud-scheme/
[1] https://dailysceptic.org/2022/07/06/whats-behind-the-surge-of-nearly-8000-excess-deaths-since-april/
[1] https://dailysceptic.org/2022/07/05/hospitals-bring-back-masks-and-social-distancing-as-covid-admissions-surge-but-two-thirds-are-in-hospital-for-something-else/
[1] https://dailysceptic.org/2022/07/04/serious-adverse-effects-from-covid-vaccines-very-high-no-other-vaccine-comes-close-says-former-cdc-vaccine-safety-committee-member/

Top URLs in Tweet in G8:
[2] https://globalpossibilities.org/researcher-we-made-a-big-mistake-on-covid-19-vaccine/
[1] https://ctmirror.org/2022/07/05/long-covid-treatment-programs-launched-in-ct/
[1] https://www.israelnationalnews.com/news/328529?fbclid=IwAR0y8ptM9AhR699bbhnB2ctefKJVSJ5--3-9D3V6hdK5Wo_7HtuRaNqW2wU&fs=e&s=cl
[1] https://www.nationaltimesaustralia.com/covid-19-deaths-and-injuries/uk-gov-quietly-published-data-confirming-the-fully-vaxxinated-accounted-for-92-of-all-c0vid-19-deaths-in-march/
[1] https://www.imgrund.ca/global-rt
[1] https://www.theglobeandmail.com/opinion/article-the-logic-behind-vaccine-mandates-for-travellers-no-longer-holds/
[1] https://torontosun.com/opinion/columnists/opinion-as-doctors-we-say-canadas-federal-covid-19-policies-need-to-go
[1] https://www.nytimes.com/2022/07/03/health/covid-ppe-masks-health-care.html
[1] https://dailysceptic.org/2022/07/04/serious-adverse-effects-from-covid-vaccines-very-high-no-other-vaccine-comes-close-says-former-cdc-vaccine-safety-committee-member/
[1] https://www.theage.com.au/national/victoria/don-t-pump-brakes-our-covid-strategy-must-change-to-reflect-reality-20220622-p5avqb.html

Top URLs in Tweet in G9:
[6] https://www.pcc.cu/noticias/cuba-es-el-pais-con-mayor-cantidad-de-dosis-de-refuerzo-aplicadas-contra-la-covid-19
[6] https://www.granma.cu/cuba/2022-07-04/cuba-es-el-pais-con-mayor-cantidad-de-dosis-de-refuerzo-aplicadas-contra-la-covid-19-04-07-2022-22-07-59
[1] https://twitter.com/DiazCanelB/status/1544279590314692609
[1] https://www.granma.cu/mundo/2022-07-03/mas-de-220-millones-de-personas-en-america-latina-sin-una-sola-dosis-de-vacuna-contra-la-covid-19

Top URLs in Tweet in G10:
[2] https://twitter.com/drclairetaylor/status/1534659652901822465
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/pass-vaccinal/covid-19-le-gouvernement-exclut-le-retour-du-pass-vaccinal-dans-le-nouveau-projet-de-loi-sanitaire_5235316.html
[1] https://ccforum.biomedcentral.com/articles/10.1186/s13054-022-04038-5
[1] https://twitter.com/drpguerin/status/1544398340527456256
[1] https://www.ouest-france.fr/sante/virus/coronavirus/coronavirus-quel-est-vraiment-le-taux-de-letalite-du-covid-19-6882368
[1] https://www.lemonde.fr/planete/article/2022/07/05/covid-19-les-nouveaux-variants-mettent-en-echec-les-anticorps-monoclonaux_6133419_3244.html
[1] https://rumble.com/v1baqtn-dmographie-responsable-nicolas-sarkozy-.html
[1] https://www.titrespresse.com/34848452205/avignon-covid-infirmiere-hopital-malade-contrainte-travaillerl
[1] https://www.reignitedemocracyaustralia.com.au/blm-protesters-let-off-charges/
[1] https://www.reuters.com/legal/government/fda-will-not-require-clinical-trial-data-authorize-redesigned-covid-boosters-2022-06-30/

Top Domains
Top Domains in Tweet in Entire Graph:
[334] twitter.com
[83] co.uk
[77] theguardian.com
[34] lemonde.fr
[31] voiceforscienceandsolidarity.org
[27] wsj.com
[25] reuters.com
[24] youtube.com
[23] nih.gov
[23] nytimes.com

Top Domains in Tweet in G1:
[90] twitter.com
[10] theguardian.com
[8] co.uk
[8] com.br
[6] msn.com
[6] com.uy
[5] nytimes.com
[5] lemonde.fr
[4] youtube.com
[4] ilfattoquotidiano.it

Top Domains in Tweet in G2:
[7] twitter.com
[7] lecourrierdesstrateges.fr
[3] xavier-bazin.fr
[3] epochtimes.fr
[3] lapresse.ca
[3] planetes360.fr
[2] translate.goog
[2] wsj.com
[2] pgibertie.com
[2] gouv.fr

Top Domains in Tweet in G3:
[4] medicalxpress.com
[4] twitter.com
[1] arstechnica.com
[1] gov.au
[1] theguardian.com
[1] freebeacon.com
[1] kcra.com
[1] net.au
[1] thetyee.ca
[1] co.uk

Top Domains in Tweet in G4:
[5] ctvnews.ca
[4] twitter.com
[3] cp24.com
[3] thestar.com
[2] theglobeandmail.com
[1] cbc.ca
[1] globalnews.ca
[1] israelnationalnews.com

Top Domains in Tweet in G5:
[10] twitter.com
[7] nih.gov
[4] theguardian.com
[3] co.uk
[3] nytimes.com
[2] theatlantic.com
[2] cdc.gov
[2] medicaldaily.com
[1] washingtonpost.com
[1] oup.com

Top Domains in Tweet in G6:
[29] voiceforscienceandsolidarity.org
[3] dailysceptic.org
[3] thehill.com
[3] twitter.com
[2] rumble.com
[2] gov.il
[2] independent.ie
[2] co.uk
[2] blacklocks.ca
[1] covid-19-informationscentret.se

Top Domains in Tweet in G8:
[2] globalpossibilities.org
[1] ctmirror.org
[1] israelnationalnews.com
[1] nationaltimesaustralia.com
[1] imgrund.ca
[1] theglobeandmail.com
[1] torontosun.com
[1] nytimes.com
[1] dailysceptic.org
[1] com.au

Top Domains in Tweet in G9:
[7] granma.cu
[6] pcc.cu
[1] twitter.com

Top Domains in Tweet in G10:
[4] twitter.com
[2] francetvinfo.fr
[1] biomedcentral.com
[1] ouest-france.fr
[1] lemonde.fr
[1] rumble.com
[1] titrespresse.com
[1] com.au
[1] reuters.com
[1] gc.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[326] covid
[184] covid19
[124] covid_19
[82] cuba
[81] longcovid
[33] pfizer
[29] corona
[28] covidisnotover
[21] braun
[19] máximamoral



Top Hashtags in Tweet in G1:
[35] covid
[21] covid19
[14] covid_19
[7] coronavirus
[4] longcovid
[3] indiastechade
[3] industry
[3] vaccines
[3] news
[2] omicron

Top Hashtags in Tweet in G2:
[16] braun
[7] covid
[5] covid_19
[4] covid19
[4] secretdefense
[3] macron
[2] veran
[2] passsanitaire
[2] directan
[2] pfizer

Top Hashtags in Tweet in G3:
[22] covid
[16] longcovid
[4] tucker
[3] omicron
[2] immunocompromised
[2] longcovidkids
[2] covidisnotover
[2] publichealthfailure
[1] covid19qld
[1] tga

Top Hashtags in Tweet in G4:
[10] covid
[6] dofo
[6] accessibility
[6] disabilities
[6] aoda
[6] covid19
[5] ontario
[4] covidisnotover
[3] paidsickdays
[2] alberta

Top Hashtags in Tweet in G5:
[8] covid
[5] covid19
[4] longcovid
[2] sarscov2
[1] neurocovid
[1] omicron
[1] covid_19
[1] mandatemasks
[1] pubs
[1] guinness

Top Hashtags in Tweet in G6:
[5] covid
[2] forensic
[2] pathologists
[2] canada
[2] cdnpoli
[1] covid19
[1] vaccinations
[1] swedish
[1] cancer
[1] trudeau

Top Hashtags in Tweet in G7:
[18] noolvidamos
[1] gobiernocriminalcorruptoymentiroso

Top Hashtags in Tweet in G8:
[4] longcovid
[1] covid

Top Hashtags in Tweet in G9:
[67] cuba
[40] covid19
[12] vamoscontodo
[3] cubaporlavida
[2] festivaldelcaribe2022
[2] santiagodecuba
[2] cie35años
[2] suma35años
[2] cubaporlasalud
[2] veranocontodos

Top Hashtags in Tweet in G10:
[3] avignon
[3] covid
[2] nupes
[2] longcovid
[1] directan
[1] covid_19
[1] veran

Top Words
Top Words in Tweet in Entire Graph:
[7747] covid
[1594] 19
[762] people
[449] more
[421] over
[382] long
[352] vaccine
[326] #covid
[300] vaccines
[289] health

Top Words in Tweet in G1:
[914] covid
[238] 19
[43] people
[38] vaccine
[35] #covid
[34] more
[33] time
[32] over
[32] cases
[31] em

Top Words in Tweet in G2:
[283] covid
[80] plus
[68] pfizer
[64] vaccins
[51] sont
[43] ont
[40] non
[38] 19
[37] tous
[36] contre

Top Words in Tweet in G3:
[277] covid
[76] people
[64] cause
[61] death
[42] pandemic
[40] leading
[34] one
[30] mark_butler_mp
[30] kit_yates_maths
[28] living

Top Words in Tweet in G4:
[69] covid
[32] covid_parent
[23] fordnation
[21] over
[16] more
[16] nilikm
[15] people
[14] action
[14] cp24
[14] vaccine

Top Words in Tweet in G5:
[135] covid
[40] ba
[31] day
[30] people
[26] bob_wachter
[24] die
[24] today
[23] virus
[22] ucsf
[22] chronicles

Top Words in Tweet in G6:
[97] covid
[49] vaccines
[29] gvdbossche
[29] vaccinate
[29] children
[25] people
[22] toadmeister
[17] week
[15] more
[15] fully

Top Words in Tweet in G7:
[124] hoy
[124] días
[105] manuelrico
[102] hospital
[91] gobierno
[90] residentes
[88] ayuso
[88] aprobó
[88] protocolo
[88] impedía

Top Words in Tweet in G8:
[35] more
[35] increase
[35] related
[34] israeli
[34] study
[34] nature
[34] reveals
[34] 25
[34] cardiovascular
[34] emergency

Top Words in Tweet in G9:
[71] dosis
[67] #cuba
[61] contra
[58] refuerzo
[58] aplicadas
[48] mayor
[48] cantidad
[47] población
[40] #covid19
[34] covid

Top Words in Tweet in G10:
[102] covid
[32] ma
[24] depuis
[22] dose
[22] vaccin
[21] drclairetaylor
[18] sa
[17] long
[15] ce
[14] fille

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1519] covid,19
[272] long,covid
[131] contra,covid
[119] covid,vaccines
[110] covid,vaccine
[105] manuelrico,hoy
[96] didn,resign
[96] resign,over
[90] dosis,refuerzo
[88] días,gobierno

Top Word Pairs in Tweet in G1:
[230] covid,19
[15] covid,vaccine
[13] teste,covid
[12] positive,covid
[12] contra,covid
[11] covid,cases
[9] during,covid
[9] tested,positive
[9] 19,pandemic
[9] casos,covid

Top Word Pairs in Tweet in G2:
[47] vaccins,covid
[38] covid,19
[20] ma,cousine
[20] cousine,radiologue
[20] radiologue,vaccinée
[20] vaccinée,doses
[20] doses,covid
[20] covid,bien
[20] bien,symptomatique
[20] symptomatique,forme

Top Word Pairs in Tweet in G3:
[60] cause,death
[40] leading,cause
[26] living,covid
[21] one,30
[21] 30,people
[20] number,cause
[20] death,#covid
[20] #covid,leading
[20] death,americans
[20] americans,aged

Top Word Pairs in Tweet in G4:
[11] covid,19
[6] #dofo,fordnation
[6] fordnation,251
[6] 251,days
[6] days,over
[6] over,years
[6] years,hondavidonley
[6] hondavidonley,report
[6] report,calls
[6] calls,strong

Top Word Pairs in Tweet in G5:
[22] covid,ucsf
[22] ucsf,chronicles
[22] chronicles,day
[22] day,838
[22] 838,die
[22] die,cast
[22] cast,ba
[22] ba,destined
[22] destined,dominant
[22] dominant,virus

Top Word Pairs in Tweet in G6:
[41] covid,vaccines
[29] vaccinate,children
[29] children,covid
[27] gvdbossche,vaccinate
[11] serious,adverse
[11] adverse,effects
[11] effects,covid
[11] vaccines,one
[11] one,800
[11] 800,people

Top Word Pairs in Tweet in G7:
[105] manuelrico,hoy
[88] días,gobierno
[88] gobierno,ayuso
[88] ayuso,aprobó
[88] aprobó,protocolo
[88] protocolo,impedía
[87] impedía,trasladar
[87] trasladar,hospital
[87] hospital,residentes
[81] residentes,vulnerab

Top Word Pairs in Tweet in G8:
[34] israeli,study
[34] study,nature
[34] nature,reveals
[34] reveals,more
[34] more,25
[34] 25,increase
[34] increase,cardiovascular
[34] cardiovascular,related
[34] related,emergency
[34] emergency,calls

Top Word Pairs in Tweet in G9:
[58] dosis,refuerzo
[48] mayor,cantidad
[48] cantidad,dosis
[48] refuerzo,contra
[47] aplicadas,población
[42] #cuba,mayor
[40] contra,#covid19
[40] #covid19,aplicadas
[30] población,hemos
[30] hemos,controlado

Top Word Pairs in Tweet in G10:
[14] ma,fille
[14] long,covid
[11] fille,gencives
[11] gencives,saignent
[11] saignent,depuis
[11] depuis,sa
[11] sa,3eme
[11] 3eme,dose
[11] dose,vaccin
[11] vaccin,ce

Top Replied-To
Top Replied-To in Entire Graph:
@covid_parent
@bfmtv
@potus
@thedutchsimmons
@mark_butler_mp
@_ashawndabney
@repmtg
@koichi_kawakami
@drericding
@phroose

Top Replied-To in G1:

Top Replied-To in G2:
@aomame1q
@lp_lapresse
@artepybulle
@gandalf59624584
@niusmarco
@svetlan81801067
@anouar_____
@chris_wtb
@zenon71647295

Top Replied-To in G3:
@mark_butler_mp
@drericding
@perpetualwinger
@timerolde
@kit_yates_maths
@freedmfightr1
@zubymusic
@farid__jalali
@vanessadenha
@victoriafreshy

Top Replied-To in G4:
@covid_parent
@michael_faker_
@spacevp9
@nilikm
@ctvnews
@bel_b30
@rudycuzzetto
@montemcnaughton
@bobbaileypc
@robinmartinpc

Top Replied-To in G5:
@jwpnfld
@albomp
@nih
@nb_covid_info
@qewperp
@urbancottageman
@lauramiers
@covid_lives
@davidjoffe64
@frdric52456843

Top Replied-To in G6:
@sinichol
@bellhopkiller
@chickengate
@hightimes1235
@wytewzrdz
@toadmeister
@rupasubramanya
@pug_mahone81

Top Replied-To in G7:
@idiazayuso
@antoniomautor
@europapress
@marquinos04

Top Replied-To in G8:
@zchagla
@clairedotcomedy
@maggiem00021130
@natashafatah

Top Replied-To in G9:
@diazcanelb
@kmikc90

Top Replied-To in G10:
@drclairetaylor
@brigitte92000
@alainpiriou
@houberte
@ariskatzourakis
@magsielup
@kleinsajennifer

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@maracepeda
@femiyahtzee
@jkitikitty
@harryilesmann
@chandlermosby
@meurercommunity
@dermapython
@huds8118
@drfrancesryan

Top Mentioned in G1:
@profcampagna
@caesarianadima1
@kowisalzburg
@championzelda
@rincondeolmedo
@dukana2
@vibration0802
@davpoggi
@mellziland
@incomewebsites5

Top Mentioned in G2:
@fcouilbault1
@jgalt485
@jonquille1234
@marseille_jeff
@lemay_vero
@cstrateges
@mounotella
@blemontd
@niusmarco
@gabinjean3

Top Mentioned in G3:
@kit_yates_maths
@perpetualwinger
@drericding
@mark_butler_mp
@yash25571056
@shivani_chdhry
@drkerrynphelps
@leilanidowding
@epiellie
@houdaniii

Top Mentioned in G4:
@fordnation
@covid_parent
@cp24
@nilikm
@justintrudeau
@hondavidonley
@cbcnews
@ctvnews
@kashprime
@sylviajonesmpp

Top Mentioned in G5:
@bob_wachter
@ucsf
@ecooperauthor
@mildanalyst
@meetjess
@cdcgov
@nih
@weselymd
@nejm
@erictopol

Top Mentioned in G6:
@gvdbossche
@toadmeister
@jyduclos
@dalefourtrump
@ranisraeli
@hollyanndoan
@mindingottawa
@rupasubramanya
@wytewzrdz
@lisamar91564392

Top Mentioned in G7:
@manuelrico
@fiscal_es
@idiazayuso
@antoniomautor
@urgenciaslapaz
@lolamontavez
@sanchezcastejon
@julio34698216
@proteston13
@jrm19801662

Top Mentioned in G8:
@meurercommunity
@marty_881955
@zchagla
@natashafatah
@walkerbragman
@enemyinastate
@jvipondmd
@loscharlos
@imgrund
@marietattersall

Top Mentioned in G9:
@diazcanelb
@agnes_becerra
@mmarrerocruz
@partidopcc
@biocubafarma
@ujcdecuba
@minsapcuba
@granma_digital
@finlayinstituto
@aylinalvarezg

Top Mentioned in G10:
@drclairetaylor
@marie08979035
@jane94169543
@banounhelene
@raquelgarridofr
@thelemastain
@aleaument
@cabriolesdouze
@clarecraigpath
@diogene2607

Top Tweeters
Top Tweeters in Entire Graph:
@el_cooperante
@sectest9
@recentlatestvia
@detikcom
@zyitegadgets
@afropages
@gambiste1
@kanekos69
@lennaleprena
@titrespresse

Top Tweeters in G1:
@el_cooperante
@recentlatestvia
@zyitegadgets
@afropages
@politicalhedge
@prpnews
@cbmsc193
@analitica
@tfpdaily
@drpatfarrell

Top Tweeters in G2:
@rosyjour
@fleur2108
@levyloiseau
@mrigalon
@mrjumper02
@myriamjerome
@chacha78180
@chantal_colland
@mydaphne
@poissenot

Top Tweeters in G3:
@wildwalkerwoman
@ketaminh
@eclecticradical
@cristinaprkr
@renissance_1
@smsaideman
@conniesuver
@yeswombat
@dalybeauty
@7newssydney

Top Tweeters in G4:
@globeandmail
@ctvnews
@globalnews
@cbcnews
@cp24
@darbytl
@davidlepofsky
@aodaalliance
@d80s
@ctvottawa

Top Tweeters in G5:
@godandthebear
@notrealdemocrat
@washingtonpost
@ameliaaber
@kay_suigeneris
@kim_crawley
@drjengunter
@andrewcmcgowan
@__eidola__
@teresabdb62

Top Tweeters in G6:
@lyndae222
@thehill
@rexglacer
@gwgillett
@lisamar91564392
@sp_015
@mysoulisrussian
@john74244709
@edmcnevin1
@berniceness

Top Tweeters in G7:
@lavosqui
@europapress
@lcp1975
@ngelitobravo1
@lolamontavez
@pepabejarano56
@txus_46
@frankspoiler
@mregaliz
@erferrum

Top Tweeters in G8:
@natricer
@dobbiealine
@eddiecoke
@plathelibrarian
@9633tm
@wietsg
@pepinlachance
@sudburystar
@veb32140686
@avonandsomerrob

Top Tweeters in G9:
@radiococonline
@camilagzlez34
@nataliauci16
@chamberohoy
@granma_digital
@francis13780219
@arsacha
@portalcuba
@radio_cubana
@odadeabril

Top Tweeters in G10:
@titrespresse
@edira2
@domjdom
@fleuravr
@diogene2607
@blink2xamerica
@lehmanndrc
@3salmon
@reginevalsot
@missnicoletta